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Scala
NLP
Akka
Apache Spark
Akka Actors
Akka Streams
Cluster
Scala SBT
Scalatest
Apache Airflow
Apache Hadoop
AWS ElasticSearch
PostgreSQL
Slick database query
AWS
GCP
Haddop
Microsoft Azure API
ArgoCD
CI/CD
GitLab CI
Helm
Travis CI
GitLab
HTTP
Kerberos
Kafka
RabbitMQ
Keycloak
Swagger
Kubernetes
Terraform
Observer
Responsive Design
Unreal Engine
...

Software Engineer with proficiency in data engineering, specializing in backend development and data processing. Accrued expertise in building and maintaining scalable data systems using technologies such as Scala, Akka, SBT, ScalaTest, Elasticsearch, RabbitMQ, Kubernetes, and cloud platforms like AWS and Google Cloud. Holds a solid foundation in computer science with a Master's degree in Software Engineering, ongoing Ph.D. studies, and advanced certifications. Demonstrates strong proficiency in English, underpinned by international experience. Adept at incorporating CI/CD practices, contributing to all stages of the software development lifecycle. Track record of enhancing querying capabilities through native language text processing and executing complex CI/CD pipelines. Distinguished by technical agility, consistently delivering improvements in processing flows and back-end systems.

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Seniority Senior (5-10 years)
Location Ukraine
Python
Kubernetes
AWS
JavaScript
PHP
Machine Learning
Django
React
ETL
SQL
Celery
RabbitMQ
CI/CD
GitLab CI
Git
...

- Python Developer with 5+ years - Deployed to Heroku an HR variability analysis app built with Django/Python, DRF, Celery & RabbitMQ, and PostgreSQL - Automated tests for CI/CD workflows Python, Kubernetes, GitLab CI/CD, AWS Cloud - Native English - Upper-intermediate French - Available ASAP

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Seniority Senior (5-10 years)
Location Ukraine
JavaScript 4yr.
Cypress
Cucumber
Postman
TypeScript 3yr.
Java 1yr.
React 1yr.
Ruby
Capybara
RubyMine
Sinatra
Microsoft SQL Server
MongoDB
MySQL
PostgreSQL
SQL
TSQL
AWS
Amazon Linux AMI
Azure VM
Agile
BDD
Scrum
TDD
Waterfall
RSpec
Selenium
TestRail
Xray
CI/CD
CircleCI
GitLab CI
Jenkins
Cisco switches
Docker
Oracle VM VirtualBox
Git
Github Actions
IntelliJ IDEA
ReSharper
Visual Studio
WebStorm
NFT
Unix
Windows
apiclient
IntellJ IDEA
restClient
VMWare vCenter
...

- 10+ years in software quality engineering with priority in automation testing and SDET; - Programming languages: Javascript, Typescript, Ruby, Java (Basic); - SQL Server SQL/TSQL, MS SQL Server 2005/2012, PostgreSQL/MySQL/MongoDB, MariaDB; - Methodologies include Agile, Scrum, TDD, and BDD; - Projects with large software service companies, SMBs and startups. Domains include CRM, banking, healthcare, insurance, and trading. Business oriented projects, working as team member and independent engineer ( USA, France, and UK teams), open source projects; - Created test documentation/test plan; Performing functional, integration, e2e, API, system testing of product; - Automation with Cypress, and CI/CD maintenance using tools like Jenkins, CircleCI, Docker, Github Actions, GitlabCI, and AWS cloud infrastructure; - QA tools include Cypress, Cucumber, Jenkins, Postman, Selenium and Capybara; - Holds a Master's Degree in Network Engineering and Economics; - ISTQB Certification. AWS and Cisco security trainings. - Availability and start: full-time, in two weeks

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Seniority Senior (5-10 years)
Location Kyiv, Ukraine
System Architecture
JavaScript
Rust
Go
Java
Autopsy
Burp Suite
Kali
MPI DSS
Nessus
Nikto
OpenVas
OSSEC
OWASP
Sleuth
Tornado
Wireshark
Caffe
ChatGPT
Claude
CoPilot
DeepCoder
Gemini
GenAI
GPT
H20
LLaMA
Mistral AI
n8n
NLP
PyTorch
Scikit-learn
Shogun
TensorFlow
Cobol
Kotlin
PHP
Python
Solidity
Actix Web
Axum
Rocket
Apache Spark
Spring Boot
CodeIgniter
Laravel
Yii
Django
Flask
Ethers.js
Moleculer microservices framework
Express
NestJS
Node.js
React
Vue.js
ADLS
Apache Beam
Apache Glue
Azure Data Factory
Lakehouse
Microsoft Azure Synapse Analytics
Apache Hadoop
Bigtable
Cassandra
Clickhouse
Data Lake
ELK stack (Elasticsearch, Logstash, Kibana)
MongoDB
MySQL
PostgreSQL
Redis
Sequilize
Typeorm
Alibaba Cloud
Azure
GCP
Hetzner
AWS DevOps
Azure Blob Storage
Azure HDInsight
Dataflow
Google BigQuery
Ansible
Anycast DNS
BareMetal
GitLab CI
Jenkins
MetalLB
Atlassian Confluence
Jira
Miro
Notion
Redmine
Bash
BGP
Networking
Metasploit
Postman
ClickUp
Excel
Creatio
Navision
Termius
Draw.io
Figma
Foundry
Hardhat
OpenZeppelin
Rollups
Subgraph
Subsquid
Tokio
Truffle
Yul
ZK-Rollups
Git
Github Actions
Grafana
Prometheus
GraphQL
RESTful API
Kubernetes
Terraform
Atlassian
Azure Event Hubs
DICOM
EnCase
FHIR
FTK
HL7
RS-232
URT
X1
КУБ24
...

* Accomplished Solution Architect, Technical manager with 13+ years of progressive experience in architecture design and a comprehensive understanding of project management and software development. * Orchestrating process implementations, ensuring tasks are completed within strict deadlines and budget, and delivering tangible business benefits. * Operational expertise includes Strategic Planning, Process Optimization, Change Management, Risk Management, Compliance and Governance, Requirement Analysis, Delivery Management, Process Improvement, Client Engagement and Retention, Business Analysis, A/B analysis, Product strategy developing, Report generating, and Compiling result reports. * Leadership and Management: Team building, Stakeholder Management, and Conflict Resolution.

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Seniority Architect/Team-lead
Location Kyiv, Ukraine
Node.js 5yr.
React 3yr.
Solidity
NFT
Python 10yr.
C++
JavaScript
R
TypeScript
Express
Next.js
HTML
XML
BigChainDB
Cosmos DB
CouchDB
MongoDB
MySQL
PostgreSQL
SQL
Asterisk
Avalanche
BEP-20
BSC
DeFi
ERC-1155
ERC-20
ERC-721
ETH (Ethereum blockchain)
ICO
IPFS (InterPlanetary File System)
TronChain
Wallets (Integration & Transaction Signing)
Bash
Perl
Docker
Kubernetes
GitLab CI
Odoo
Stripe
Payload Verification
Strap
...

• 15+ years of commercial software development experience • Solid knowledge of Solidity, C++, JavaScript, TypeScript; • Deep understanding of blockchain architecture and smart contract logic; • Cosmos, Tron, Avalanche, Binance Smart Chain, Ethereum dApps; • Strong skills in developing NFT smart contracts. Support and payload verification; • NFT Marketplaces (ERC - 721/1155), Crypto Payment Solutions & DeFi Cross Chain Bridges - ERC-20 Tokens, ICO, DEX, Staking, Swapping; • Highly qualified knowledge of Stripe payment system integration to blockchain data; • 10+ years experience working with Python; • 5 years experience working with Node.js; • Strong abilities with Express; • Experience working with Docker, and Kubernetes (K8s); • 3+ years of development experience with React.js. • No scheduled vacations within the next 3 months;

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Seniority Senior (5-10 years)
Location Ukraine
Bash 10yr.
Shell Scripts 10yr.
MySQL 10yr.
Ansible
Ansible Playbook
Perl 8yr.
Python 5yr.
MS Azure 5yr.
ITIL 5yr.
Oracle Database 4yr.
AWS 4yr.
PostgreSQL 3yr.
GCP 3yr.
AWS ElasticSearch 2yr.
MongoDB 2yr.
ServiceNow API 1yr.
Jira Service Desk 1yr.
Basic
Java
Pascal
juniper
NPM
Kibana
ELK stack (Elasticsearch, Logstash, Kibana)
Microsoft SQL Server
NoSQL
ORM
rrd
Azure
AWS CLI (Amazon Command Line Interface)
AWS CloudWatch
AWS CodeDeploy
AWS CodeDeploy mail
AWS EB (Amazon Elastic Beanstalk)
AWS Elastic Kubernetes Service (EKS)
Azure Key Vault
Hyper-V
MS Exchange
Agile
ITSM
Scrum
Waterfall
CI/CD
DevOps
GitLab CI
Jenkins
OpenVPN
Apache Tomcat
BGP
CIFS
Diameter
Dovecot
LDAP
mrtg
OSPF
Postfix
RADIUS
RDP
Samba
TLS
VLAN
VPN
BitBucket
GitHub
Bitrix
Bitrix24
Citrix
Red Hat OpenShift Container Platform
Containerd
Docker
Docker Compose
Docker Swarm
ESXi
Horizon
Kubernetes
KVM (for Kernel-based Virtual Machine)
LXC
LXD
Oracle VM VirtualBox
Proxmox
Qemu
Terraform
virtualization
VmWare
Exim
FreeBSD
HP-UX
Linux
macOS
MacOS Server
NetBSD
SunOS
Unix
Windows
Grafana
Monit
Nagios
Prometheus
SIP
Zabbix
Jira
OTRS
RequestTracker
Kafka
RabbitMQ
Office 365
BAS
cisco
Courier
CSIM
DELL
DRS
Esx
Extreme
GSM Networking
HP
jre
Microtik
MS Project
Sendmail
Stunnel
Supermicro
VxLAN
windows rds
...

- Over 20 years in IT with a master's degree in Cybernetics - Proficient in Ansible: Extensive experience in deploying and managing Ansible-driven infrastructure, particularly highlighted in roles as SRE/Architect (Aug 2018 – Present) and Senior DevOps Engineer/Lead Sysadmin (Aug 2020 – May 2021), where Ansible was pivotal in scaling a learning platform from 1,000 to over 100,000 students and in key migration projects. - Expertise in Windows Environments: Demonstrated strong skills in managing Windows environments, especially as an SRE/Architect (Aug 2018 – Present) and CTO (2013 – Mar 2022), involving Windows AD+MSSQL backoffice management and ITIL Service Management framework implementation on Windows platforms. - Versatile IT Roles with Ansible and Windows: Across various roles including IT Service Manager, Senior DevOps Engineer, and CTO, consistently applied Ansible and Windows technologies in large-scale infrastructure projects and day-to-day operations, showing versatility and depth in these areas. - Managing the growth of the learning platform from 1,000+ to 100k+ active students - ITIL v3 Foundations Certificate - More than 5 years of experience in leading ITIL Service Management capability and implementing end-to-end ITIL Service Management framework - Strong experience in using ServiceNow and Jira Service Desk for ITSM - Experienced IT/Telecom Specialist - UNIX and UNIX-Like OS (FreeBSD, Linux, SunOS, MacOS X) background - Over 20 years of Windows/windows server family. From NT4.0 /win3.1 up to Server2019. As well as upgrading Up to 15 years with server HW, and 13 years with storage solutions - Infrastructure problem-solver with a strong view on reliability, performance, and disaster recovery - Fluent English

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Seniority Senior (5-10 years)
Location Ukraine
Java 5yr.
Kotlin 2yr.
Spring Data 5yr.
AWS EC2 5yr.
AWS Security Groups 5yr.
Atlassian Confluence 5yr.
Jira 5yr.
Docker 5yr.
Docker Compose 5yr.
Git 5yr.
CSS 4yr.
HTML 4yr.
Liquibase 4yr.
PostgreSQL 4yr.
Kafka 4yr.
JavaScript 3yr.
TypeScript 3yr.
Angular 3yr.
Bootstrap 3yr.
Bootstrap 4 3yr.
Spring Core 3yr.
Kubernetes 3yr.
GitHub 3yr.
Gradle 3yr.
Jenkins 3yr.
JAX RS 3yr.
Spring 2yr.
MongoDB 2yr.
GitLab 2yr.
GitLab CI 2yr.
GraphQL 2yr.
JSON 1yr.
AWS ElasticSearch 1yr.
ELK stack (Elasticsearch, Logstash, Kibana) 1yr.
MySQL 1yr.
Redis 1yr.
Grafana 1yr.
Prometheus 1yr.
Jolt 1yr.
Hibernate
Spring Boot
JAX-RS
Spring Cloud
Spring model-view-controller (MVC) framework
Spring Security
Apache Maven
JUnit
Mockito
Github Actions
RESTful API
Swagger
Spring WebFlux
Spring Web model-view-controller (MVC) framework
Testcontainers
...

- A software engineer with over 5 years of experience in e-commerce and FinTech domains. - Boasts a strong grasp of Java, Kotlin, JavaScript, and TypeScript, having used them in various projects. - Proficient in back-end development with advanced knowledge of Spring frameworks, Hibernate, REST API design, and integrating systems like Elasticsearch and Kafka. - Has experience in integration payment systems such as Google Pay and Apple Pay. - Skilled in database management systems such as PostgreSQL, MySQL, and MongoDB. - Demonstrates expertise in containerization with Docker and Kubernetes and is adept in CI/CD practices using tools like GitLab CI/CD and Jenkins.

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Seniority Senior (5-10 years)
Location Georgia
AWS
Python
Apache Spark
AWS Athena
Fluentd
ELK stack (Elasticsearch, Logstash, Kibana)
AWS Cloudformation
AWS CloudWatch
AWS EBS
AWS EC2
AWS S3
Bash
Docker
Kubernetes
Terraform
GitLab CI
Jenkins
Kafka
Prometheus
SDLC
RDS
...

- 8+ years of professional expertise in DevOps with a primary skillset in AWS (EC2, EBS, RDS, S3, CloudWatch), Kubernetes/Docker, Terraform/AWS CloudFormation, Prometheus/Fluentd, ELK, Python/Bash, Apache Spark/AWS Athena, CI/CD (Gitlab CI, Jenkins), Kafka - Expertise in building distributed systems using cloud solutions - Establishing a continuous build environment to speed up SDLC - Strong experience with databases - AWS Certified DevOps Professional Certified - AWS-certified associate developer

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Seniority Senior (5-10 years)
Location Krakow, Poland

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Table of Contents

Let’s consider Difference between Junior, Middle, Senior, Expert/Team Lead developer roles.

Seniority NameYears of experienceResponsibilities and activitiesAverage salary (USD/year)
Junior0-2 yearsAssisting in the development and maintenance of software applications, writing code based on specifications, debugging and troubleshooting issues, collaborating with the team to improve code quality and performance.30,000 – 60,000
Middle2-5 yearsDeveloping software solutions independently, participating in the design and architecture of applications, reviewing code and providing feedback to junior developers, assisting with project management tasks.60,000 – 90,000
Senior5-10 yearsLeading the development of complex software projects, designing and implementing scalable solutions, mentoring and guiding junior and middle developers, collaborating with stakeholders to define project requirements and goals.90,000 – 120,000
Expert/Team Lead10+ yearsProviding technical leadership and guidance to the development team, overseeing project execution and ensuring adherence to best practices, leading code reviews and performance optimizations, driving innovation and process improvement.120,000 – 150,000+

 

Pros & cons of GitLab CI/CD

8 Pros of GitLab CI/CD

  • 1. Easy to set up: GitLab CI/CD offers a straightforward and intuitive setup process, allowing developers to quickly get started with continuous integration and deployment pipelines.
  • 2. Integration with GitLab: As an integrated part of the GitLab platform, GitLab CI/CD seamlessly integrates with its version control system, providing a cohesive and streamlined development experience.
  • 3. Scalability: GitLab CI/CD is designed to handle large-scale projects and can easily scale to accommodate growing development teams and complex CI/CD workflows.
  • 4. Flexibility: With GitLab CI/CD, developers can define their own custom pipelines, allowing for a high degree of flexibility and customization to suit specific project requirements.
  • 5. Versatility: GitLab CI/CD supports multiple programming languages and frameworks, making it suitable for a wide range of projects and development environments.
  • 6. Comprehensive automation: GitLab CI/CD enables developers to automate various stages of the software development lifecycle, including building, testing, and deploying applications.
  • 7. Extensive CI/CD capabilities: GitLab CI/CD offers a robust set of features, including parallel execution, artifact management, and deployment to various environments, empowering developers to efficiently deliver high-quality software.
  • 8. Active community and support: GitLab has a vibrant community of users and contributors who actively provide support, share knowledge, and contribute to the continuous improvement of GitLab CI/CD.

8 Cons of GitLab CI/CD

  • 1. Complexity for beginners: While GitLab CI/CD offers a user-friendly interface, beginners may find it overwhelming to grasp the intricacies of configuring and managing pipelines.
  • 2. Learning curve: Mastering GitLab CI/CD requires time and effort to understand its concepts, YAML configuration, and best practices, which might slow down developers who are new to the tool.
  • 3. Limited built-in integrations: Although GitLab CI/CD integrates well with GitLab’s ecosystem, it may have limited out-of-the-box integrations with external tools and services, requiring additional configuration or development effort.
  • 4. Resource consumption: Running complex CI/CD pipelines with extensive testing and deployment stages can consume significant computational resources, which might incur higher infrastructure costs.
  • 5. Dependency on GitLab: As GitLab CI/CD is tightly integrated with GitLab, organizations already committed to other version control systems may find it challenging to adopt GitLab CI/CD without migrating their entire development infrastructure.
  • 6. Limited support for legacy technologies: GitLab CI/CD focuses on modern development practices, so organizations heavily relying on legacy technologies or non-containerized applications may face challenges in adapting GitLab CI/CD to their specific needs.
  • 7. Continuous learning and updates: GitLab CI/CD evolves rapidly, with frequent updates and new features being introduced. While this ensures continuous improvement, it also requires developers to stay updated and adapt to the latest changes.
  • 8. Self-hosting complexities: Organizations opting for self-hosted GitLab CI/CD may face additional complexities in terms of server maintenance, security, and scalability compared to using GitLab’s cloud-based offering.

 

TOP 14 Facts about GitLab CI/CD

  • GitLab CI/CD is an integrated continuous integration and continuous deployment system built into GitLab.
  • It allows developers to automatically test, build, and deploy their applications efficiently and reliably.
  • GitLab CI/CD is based on the concept of pipelines, which are defined in a file called “.gitlab-ci.yml” in the root of a project’s repository.
  • Pipelines in GitLab CI/CD consist of stages and jobs, where each job represents a specific action or task.
  • GitLab CI/CD supports parallel execution of jobs, enabling faster and more efficient processing of tasks.
  • Using GitLab CI/CD, developers can easily define different stages, such as build, test, deploy, and more, and configure jobs within each stage.
  • GitLab CI/CD provides a wide range of predefined and customizable CI/CD templates, making it easy to set up pipelines for various programming languages and frameworks.
  • It supports various runners, including shared runners, specific runners, and even runners hosted on cloud platforms like AWS and Google Cloud.
  • GitLab CI/CD integrates seamlessly with other GitLab features, such as issue tracking, source code management, and collaboration tools.
  • It offers advanced features like environment variables, artifacts, and caching, allowing developers to configure and optimize their CI/CD pipelines.
  • GitLab CI/CD provides comprehensive visibility and monitoring capabilities, including real-time pipeline status, detailed job logs, and performance metrics.
  • It offers robust security features, such as built-in container scanning, vulnerability management, and access controls, ensuring the safety of your applications.
  • GitLab CI/CD supports automatic rollback and manual approvals, enabling controlled and reliable deployments.
  • It is an open-source tool, allowing developers to contribute to its development and customize it according to their specific needs.

 

Hard skills of a GitLab CI/CD Developer

Hard skills of a GitLab CI/CD Developer:

Junior

  • Git: Proficient in using Git commands for version control and branching.
  • CI/CD Concepts: Basic understanding of Continuous Integration and Continuous Deployment principles.
  • GitLab CI/CD: Familiarity with configuring and running pipelines using GitLab CI/CD.
  • Scripting: Ability to write simple scripts (e.g., Bash or PowerShell) to automate tasks in CI/CD pipelines.
  • Containerization: Basic knowledge of Docker and containerization concepts.

Middle

  • Advanced Git: In-depth knowledge of Git workflows, including rebase, cherry-pick, and resolving merge conflicts.
  • CI/CD Configuration: Proficient in configuring complex CI/CD pipelines with multiple stages, jobs, and variables.
  • Infrastructure as Code: Experience with tools like Terraform or Ansible for automating infrastructure setup.
  • Testing and Quality Assurance: Familiarity with writing and executing automated tests within CI/CD pipelines.
  • Monitoring and Logging: Understanding of integrating monitoring and logging solutions into CI/CD pipelines.
  • Cloud Platforms: Knowledge of deploying applications to cloud platforms like AWS, Azure, or GCP.
  • Security: Awareness of security best practices in CI/CD, including vulnerability scanning and secrets management.

Senior

  • Advanced CI/CD Concepts: Extensive knowledge of advanced CI/CD practices, such as blue/green deployments and canary releases.
  • Performance Optimization: Proficiency in optimizing CI/CD pipelines for speed and resource efficiency.
  • Infrastructure Management: Experience with infrastructure provisioning and management tools like Kubernetes.
  • Advanced Scripting: Ability to write complex scripts and automation tools in languages like Python or Ruby.
  • DevOps Culture: Understanding of DevOps principles and ability to promote collaboration between development and operations teams.
  • Release Management: Expertise in managing the release process, including versioning, tagging, and changelogs.
  • Configuration Management: Knowledge of tools like Puppet or Chef for managing application configurations.
  • Disaster Recovery: Familiarity with implementing backup and recovery strategies for CI/CD pipelines.

Expert/Team Lead

  • Advanced GitLab CI/CD: Mastery in configuring and optimizing complex CI/CD pipelines using advanced features of GitLab CI/CD.
  • CI/CD Automation: Ability to design and implement automated deployment strategies for complex applications.
  • Continuous Monitoring: Proficiency in integrating advanced monitoring and observability solutions into CI/CD pipelines.
  • Container Orchestration: Experience with container orchestration platforms like Kubernetes or Docker Swarm.
  • Infrastructure Scaling: Expertise in scaling infrastructure resources based on application demands.
  • Code Review: Ability to conduct thorough code reviews and provide constructive feedback to team members.
  • Team Leadership: Experience leading a team of CI/CD developers and providing technical guidance.
  • Process Optimization: Skills in identifying and implementing process improvements to enhance CI/CD efficiency.
  • Problem Solving: Strong analytical and troubleshooting skills to resolve complex CI/CD issues.
  • Communication and Collaboration: Excellent communication and collaboration skills to work effectively with cross-functional teams.
  • Continuous Learning: Commitment to staying updated with the latest CI/CD trends and technologies.

 

TOP 14 Tech facts and history of creation and versions about GitLab CI/CD Development

  • GitLab CI/CD is an integral part of the GitLab platform, providing a robust continuous integration and delivery solution.
  • It was first introduced in 2016 by GitLab, a company founded in 2011 by Dmitriy Zaporozhets and Valery Sizov.
  • GitLab CI/CD follows the DevOps methodology, enabling developers to automate the software development lifecycle.
  • With GitLab CI/CD, developers can define stages and jobs to build, test, and deploy applications efficiently.
  • GitLab CI/CD supports a wide range of programming languages and frameworks, making it versatile for various development projects.
  • In 2017, GitLab introduced Auto DevOps, a groundbreaking feature that automatically configures CI/CD pipelines based on best practices.
  • GitLab CI/CD allows for seamless integration with popular cloud platforms like AWS, Google Cloud, and Microsoft Azure.
  • One of the notable features of GitLab CI/CD is the ability to parallelize jobs, enabling faster builds and deployments.
  • GitLab CI/CD also provides extensive monitoring and logging capabilities to track the performance of CI/CD pipelines.
  • In 2019, GitLab released the concept of GitLab Runners, which allows for distributed and scalable CI/CD execution.
  • GitLab CI/CD offers built-in security scanning tools to detect vulnerabilities and ensure secure code deployments.
  • In 2020, GitLab introduced the concept of GitLab CI/CD Templates, allowing developers to reuse predefined CI/CD configurations.
  • GitLab CI/CD has an active and vibrant open-source community, contributing to continuous improvement and innovation.
  • GitLab CI/CD has gained popularity among organizations of all sizes, ranging from startups to enterprise-level companies.

 

How and where is GitLab CI/CD used?

Case NameCase Description
Continuous IntegrationGitLab CI/CD enables developers to automatically merge code changes into a shared repository. This ensures that all changes are integrated regularly, reducing the risk of conflicts and allowing teams to catch bugs and issues early in the development process.
Automated TestingWith GitLab CI/CD, developers can set up automated testing workflows that run tests against the code changes made. This helps in detecting any issues or regressions introduced by the changes, ensuring the quality of the codebase and reducing the need for manual testing.
Deployment AutomationUsing GitLab CI/CD, organizations can automate the deployment process of their applications. This includes tasks like building, packaging, and deploying the application to different environments, such as staging or production. This streamlines the deployment process, reduces human error, and improves overall efficiency.
Containerization and OrchestrationGitLab CI/CD supports containerization technologies like Docker, allowing developers to easily build and deploy applications as containerized images. Additionally, it integrates well with container orchestration platforms like Kubernetes, enabling seamless deployment and scaling of containerized applications.
Release ManagementGitLab CI/CD provides features for managing and coordinating software releases. It allows teams to define release pipelines, track the progress of releases, and automate the release process. This ensures that releases are consistent, reliable, and delivered on time.
Code Review and CollaborationGitLab CI/CD facilitates code review and collaboration among team members. Developers can create merge requests, which trigger the CI/CD pipeline to build and test the changes. This promotes collaboration, improves code quality, and ensures that only approved changes are merged into the codebase.
Infrastructure as CodeGitLab CI/CD can be used to define and manage infrastructure as code. By leveraging tools like Terraform, developers can automate the provisioning and configuration of infrastructure resources, ensuring consistency and reproducibility across different environments.
Multi-Platform DevelopmentGitLab CI/CD supports multi-platform development by allowing developers to define different stages and jobs in the CI/CD pipeline for specific platforms. This enables teams to build, test, and deploy applications for different operating systems, architectures, or platforms from a single codebase.
Monitoring and Feedback LoopsGitLab CI/CD integrates with monitoring and feedback tools, enabling teams to gather insights and metrics about the performance and stability of their applications. This helps in identifying bottlenecks, improving performance, and continuously iterating on the development process.

 

Soft skills of a GitLab CI/CD Developer

Soft skills are essential for a GitLab CI/CD Developer to effectively collaborate and communicate with team members, stakeholders, and clients. These skills complement the technical expertise required for this role and contribute to the overall success of CI/CD pipelines.

Junior

  • Effective Communication: Ability to clearly articulate ideas and technical concepts to team members and stakeholders.
  • Problem-Solving: Aptitude for identifying and resolving issues that arise during CI/CD pipeline development.
  • Adaptability: Willingness to learn and adapt to new technologies, tools, and processes in a rapidly evolving CI/CD landscape.
  • Teamwork: Ability to collaborate effectively with other developers, testers, and DevOps engineers to achieve project goals.
  • Attention to Detail: Thoroughness in ensuring the accuracy and quality of code and configurations.

Middle

  • Leadership: Capability to take ownership of tasks, guide junior developers, and contribute to the improvement of CI/CD processes.
  • Time Management: Skill in prioritizing tasks, managing deadlines, and balancing multiple projects simultaneously.
  • Critical Thinking: Ability to analyze complex problems, evaluate different solutions, and make informed decisions.
  • Interpersonal Skills: Proficiency in building and maintaining relationships with team members, stakeholders, and clients.
  • Conflict Resolution: Expertise in resolving conflicts and fostering a positive and collaborative work environment.
  • Continuous Learning: Commitment to staying updated with the latest trends and best practices in CI/CD development.
  • Attention to Security: Understanding of security practices and knowledge of how to ensure secure CI/CD pipelines.

Senior

  • Mentoring: Capability to mentor and guide junior and middle-level developers, sharing knowledge and expertise.
  • Strategic Thinking: Ability to align CI/CD processes with organizational goals and contribute to long-term planning.
  • Effective Presentation: Proficiency in delivering technical presentations and demos to various stakeholders.
  • Project Management: Experience in managing complex CI/CD projects, including resource allocation and risk management.
  • Collaboration: Expertise in fostering cross-functional collaboration, including DevOps teams, QA teams, and product owners.
  • Innovation: Ability to identify and implement innovative approaches and technologies to enhance CI/CD pipelines.
  • Decision-Making: Capability to make informed decisions considering technical, business, and organizational factors.
  • Client Engagement: Skill in engaging with clients, understanding their requirements, and delivering solutions that meet their needs.

Expert/Team Lead

  • Strategic Leadership: Ability to lead and manage a team of GitLab CI/CD developers, ensuring successful project delivery.
  • Change Management: Expertise in driving organizational change and adoption of CI/CD practices across teams.
  • Technical Vision: Capability to define and communicate a technical vision for CI/CD pipelines and drive its implementation.
  • Process Improvement: Skill in identifying areas of improvement in CI/CD processes and implementing effective solutions.
  • Business Acumen: Understanding of business requirements and the ability to align CI/CD strategies with organizational goals.
  • Stakeholder Management: Proficiency in managing relationships with key stakeholders, including executives and clients.
  • Team Building: Ability to build high-performing GitLab CI/CD teams, fostering collaboration and professional growth.
  • Vendor Management: Expertise in evaluating and managing third-party vendors for CI/CD tools and services.
  • Quality Assurance: Knowledge of QA best practices and ability to ensure the quality and reliability of CI/CD pipelines.
  • Continuous Improvement: Commitment to continuously improving CI/CD processes through automation, optimization, and innovation.
  • Strategic Partnerships: Skill in building strategic partnerships with technology vendors and industry experts.

 

TOP 10 GitLab CI/CD Related Technologies

  • Programming Languages

    GitLab CI/CD supports a wide range of programming languages, including but not limited to Python, JavaScript, Ruby, Go, and Java. This flexibility allows developers to work with their preferred language and leverage existing codebases.

  • Frameworks

    GitLab CI/CD seamlessly integrates with popular frameworks like Django, React, Ruby on Rails, Flask, and Spring Boot. These frameworks provide developers with a structured way to build applications and simplify the development process.

  • Containerization

    GitLab CI/CD has excellent support for containerization technologies such as Docker and Kubernetes. By containerizing applications, developers can easily package and deploy their software across different environments, ensuring consistent behavior and scalability.

  • Version Control Systems

    GitLab CI/CD is deeply integrated with Git, the most widely used version control system. It allows developers to manage their source code efficiently, collaborate with teammates, and track changes effectively.

  • Continuous Integration

    GitLab CI/CD excels at continuous integration, enabling developers to automatically build, test, and validate their code changes. This helps catch bugs and issues early in the development process, reducing the risk of introducing problems into the codebase.

  • Continuous Deployment

    With GitLab CI/CD, developers can automate the deployment process, making it easier to release new features and updates to production environments. Continuous deployment ensures fast and frequent releases, improving time-to-market and user satisfaction.

  • Infrastructure as Code

    GitLab CI/CD supports infrastructure as code tools like Terraform and Ansible, allowing developers to define and manage their infrastructure in a declarative manner. This approach brings automation and consistency to infrastructure provisioning and configuration.

 

What are top GitLab CI/CD instruments and tools?

  • GitLab Runner: GitLab Runner is an open-source project that enables you to run jobs and send the results back to GitLab. It acts as an agent that runs the jobs defined in your GitLab CI/CD pipelines. GitLab Runner has been actively developed since 2015 and is widely used by the GitLab community.
  • GitLab Container Registry: GitLab Container Registry is a built-in container registry that allows you to store and manage Docker images within GitLab. It provides a secure and reliable way to store your container images, making it easier to share and deploy them across your CI/CD pipelines. GitLab Container Registry was introduced in 2015 and has since become a popular choice for hosting Docker images.
  • GitLab Pages: GitLab Pages is a static site hosting service provided by GitLab. It allows you to easily publish your static websites directly from your GitLab repository, making it convenient for documentation, project websites, and more. GitLab Pages has been available since 2015 and has gained popularity for its simplicity and seamless integration with GitLab.
  • GitLab Auto DevOps: GitLab Auto DevOps is an opinionated set of CI/CD templates and default configuration settings designed to streamline the development and deployment process. It automatically detects your project’s programming language and applies best practices for building, testing, and deploying your application. GitLab Auto DevOps was introduced in 2018 and has since been widely adopted by organizations looking to simplify their CI/CD pipelines.
  • GitLab Runner Executors (Docker, Kubernetes, Shell): GitLab Runner Executors are the different execution environments available for running your CI/CD jobs. The Docker executor allows you to run jobs in isolated Docker containers, while the Kubernetes executor lets you leverage Kubernetes clusters for job execution. The Shell executor is a simpler option that runs jobs directly on the host machine. These executors provide flexibility and scalability to meet various deployment needs.
  • GitLab CI/CD Templates: GitLab CI/CD Templates are pre-defined configuration files that help you quickly set up your CI/CD pipelines. These templates cover common use cases and provide a starting point for configuring your pipeline stages, jobs, and variables. They save time and effort by providing ready-to-use configurations for popular frameworks and languages such as Node.js, Ruby on Rails, and Python.
  • GitLab CI/CD Variables: GitLab CI/CD Variables allow you to define custom variables that can be used within your CI/CD pipelines. These variables can be used to store sensitive information like API keys, database passwords, or environment-specific settings. They provide a secure and convenient way to manage and share configuration values across your pipeline stages and jobs.
  • GitLab CI/CD Environments: GitLab CI/CD Environments allow you to define different deployment environments for your applications, such as staging and production. Each environment can have its own specific configuration and deployment settings, making it easier to manage and control the deployment process. GitLab CI/CD Environments help ensure consistency and reliability when promoting your code through different stages of the software development lifecycle.
  • GitLab CI/CD Pipelines: GitLab CI/CD Pipelines provide a visual representation of your CI/CD workflows. They allow you to define multiple stages and jobs, specify dependencies between them, and track the progress and status of each job. GitLab CI/CD Pipelines enable you to automate your build, test, and deploy processes, improving efficiency and ensuring consistent delivery of your applications.

 

Cases when GitLab CI/CD does not work

  1. Unsupported Programming Languages: GitLab CI/CD may not work with certain programming languages that are not supported by default. While GitLab CI/CD supports a wide range of popular programming languages such as Python, Java, Ruby, and Go, there might be cases where less common or niche programming languages are not directly supported. In such cases, additional configuration and custom scripting may be required to enable CI/CD pipelines for these languages.
  2. Complex Build Environments: GitLab CI/CD relies on Docker containers to provide a consistent and isolated build environment for running pipelines. However, certain complex build environments that require specialized hardware or software configurations may not be easily reproducible within a Docker container. For example, if your project requires access to specific GPU resources or specialized hardware devices, GitLab CI/CD might not be the optimal choice for your CI/CD needs.
  3. Limited Scalability: While GitLab CI/CD is capable of handling a large number of concurrent pipelines, there might be cases where extremely high scalability requirements cannot be met. For organizations with massive workloads and stringent performance demands, alternative CI/CD solutions specifically designed for high scalability might be more suitable.
  4. Network Restrictions: GitLab CI/CD heavily relies on network connectivity to access code repositories, perform builds, and deploy artifacts. If your organization has strict network restrictions or firewalls that block access to external resources or limit the outbound connections from CI/CD runners, it may hinder the proper functioning of GitLab CI/CD pipelines.
  5. Complex Deployment Scenarios: GitLab CI/CD provides a robust set of deployment options, including Kubernetes, AWS, and Google Cloud, among others. However, in some complex deployment scenarios that require highly customized deployment processes or integration with legacy systems, GitLab CI/CD may not offer out-of-the-box solutions. In such cases, additional scripting and customization might be necessary to achieve the desired deployment workflow.

 

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FAQs on GitLab CI Development

What is a GitLab CI Developer? Arrow

A GitLab CI/CD Developer is a specialist in the GitLab CI/CD framework/language, focusing on developing applications or systems that require expertise in this particular technology.

Why should I hire a GitLab CI/CD Developer through Upstaff.com? Arrow

Hiring through Upstaff.com gives you access to a curated pool of pre-screened GitLab CI/CD Developers, ensuring you find the right talent quickly and efficiently.

How do I know if a GitLab CI/CD Developer is right for my project? Arrow

If your project involves developing applications or systems that rely heavily on GitLab CI/CD, then hiring a GitLab CI/CD Developer would be essential.

How does the hiring process work on Upstaff.com? Arrow

Post Your Job: Provide details about your project.
Review Candidates: Access profiles of qualified GitLab CI/CD Developers.
Interview: Evaluate candidates through interviews.
Hire: Choose the best fit for your project.

What is the cost of hiring a GitLab CI/CD Developer? Arrow

The cost depends on factors like experience and project scope, but Upstaff.com offers competitive rates and flexible pricing options.

Can I hire GitLab CI/CD Developers on a part-time or project-based basis? Arrow

Yes, Upstaff.com allows you to hire GitLab CI/CD Developers on both a part-time and project-based basis, depending on your needs.

What are the qualifications of GitLab CI/CD Developers on Upstaff.com? Arrow

All developers undergo a strict vetting process to ensure they meet our high standards of expertise and professionalism.

How do I manage a GitLab CI/CD Developer once hired? Arrow

Upstaff.com offers tools and resources to help you manage your developer effectively, including communication platforms and project tracking tools.

What support does Upstaff.com offer during the hiring process? Arrow

Upstaff.com provides ongoing support, including help with onboarding, and expert advice to ensure you make the right hire.

Can I replace a GitLab CI/CD Developer if they are not meeting expectations? Arrow

Yes, Upstaff.com allows you to replace a developer if they are not meeting your expectations, ensuring you get the right fit for your project.