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Python
Computer Vision (CV)
Pandas
ML
AI
Deep Learning
Hugging Face
Keras
Kubeflow
Mlflow
NLP
NumPy
OpenCV
PyTorch
Scikit-learn
Spacy
TensorFlow
Matplotlib
NLTK
Plotly
poetry
SciPy
Streamlit
DVC
MySQL
AWS RT
GCP Storage
Google BigQuery
CI/CD
Jenkins
Docker
Git
Payment Gateways
Regexp
Sublime Text
argparse
Custom API
Deep Learning (DL)
Kubeflow for ML pipelines
Label Studio
MMCV
ONNX
Recommender Systems
tf-serving
Voxel51
YOLO
...

Data Science engineer with over 3 years of practical commercial experience in Natural Language Processing (NLP), Computer Vision (CV), and Recommender Systems. Available skills in data analysis using machine learning approaches to satisfy business needs, problem-solving, and other tasks in this sphere. A person, focused on obtaining the best results, using all knowledge and skills. Friendly and ready to help the team complete tasks and solve certain problems.

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Seniority Middle (3-5 years)
Location Ternopil, Ukraine
TensorFlow 5yr.
PyTorch 5yr.
Scikit-learn
Kubeflow
Mlflow
BERT
COLBERT
Tensorboard
Triton
Vertex AI
YOLOv5
YOLOv8
Python
Apache Spark
Hibernate
Bootstrap 4
Composer
Django
Flask
Gulp.js
Webpack
Java Core
Pandas
pytest
Vue.js
Apache Airflow
Apache Hive
Teradata
Apache Hadoop
AWS DynamoDB
Microsoft Azure SQL Server
MongoDB
PostgreSQL
Redis
AKS
Azure Blob Storage
Azure Cognito
AWS EC2
AWS Lambda
AWS S3
AWS SQS
GCP Dataflow
Ansible
Jenkins
Pulumi
Apache Maven
Unit Testing
Apache Tomcat
Bash
CMake
GCC
GDB
valgrind
Docker
Kubernetes
Terraform
Kafka
RabbitMQ
...

Experienced IT professional with more than ten years of expertise in Cloud Systems, DevOps, Machine Learning and MLOps practices. Pavlo specializes in building scalable and reliable ML pipelines, optimizing models for real-world use, and managing full lifecycle of machine learning projects. Technical skills include TensorFlow, PyTorch, Kubernetes, Kubeflow, Terraform, Python, as well as cloud platforms such as AWS SageMaker and Azure Cognitive Services.

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Seniority Expert (10+ years)
Location Dnipro, Ukraine
AWS
Java
Spring Boot
Kafka
MongoDB
Python
Keras
Mlflow
OpenCV
Scikit-learn
TensorFlow
Angular
GWT
Apache Spark
Flask
Gstreamer
Hazelcast
Pandas
PySpark
Databricks
NoSQL
PostgreSQL
Azure
Anaconda
Ansible
Jenkins
Bash
Docker
Kubernetes
Terraform
Git
Unix
...

- Solution Architect with 7 years of experience. My experience includes architecting, managing, and implementing various platform solutions. I have extensive knowledge of designing complex data solutions. I understand the tradeoffs of implementing commercial and open-source data solutions and have helped clients implement the best platform based on their business requirements. - IT engineer with 15 years of solid experience in the following areas: full development life cycle, CI/CD, software development processes and methodologies, architecture and infrastructure design, and disaster recovery solution elaboration. - Outstanding analytical and problem-solving skills. Professional oriented on a result with leadership and communications skills.

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Seniority Senior (5-10 years)
Location Poland
AWS 5yr.
Azure 5yr.
TensorFlow 5yr.
Google PageSpeed Insights
Python Requests Library 5yr.
Amazon Machine learning services
AWS ML (Amazon Machine learning services)
AWS SageMaker
AWS SageMaker (Amazon SageMaker)
BERT
GPT
LLaMA
Mlflow
Whisper
FastAPI
Immutable.js
k-NN
Microsoft Azure SQL Server
AWS CloudWatch
AWS S3
Azure Blob Storage
Azure Monitor
Azure VM
Google Docs
Prometheus
Kafka
Illustration and icons
Palm OS
Qdrant
RDS
tf-serving
Weaviate
...

Software Engineer with over 5 years of AI implementation experience, possessing deep expertise in machine learning and natural language processing. Proven track record in developing AI strategies, implementing automated document workflows, and training teams in AI tool adoption. Proficient in a range of technologies including AWS, Azure, Docker, Kubernetes, and various machine learning libraries (TensorFlow, PyTorch, Scikit-learn). Strong background in DevOps with experience setting up CI/CD pipelines and database administration, paired with the ability to produce precise technical documentation. Notably contributed to improved forecasting and customer service through predictive modeling. Holds a Master's degree in Project Management, reinforcing a solid foundation in both the practical and theoretical aspects of technology and project execution.

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Seniority Senior (5-10 years)
Location Lviv, Ukraine
NLP
AI
Data Lake
Microsoft Azure API
Amazon Machine learning services
AWS ML (Amazon Machine learning services)
AWS SageMaker
AWS SageMaker (Amazon SageMaker)
BERT
GPT
Hugging Face
Kubeflow
LangChain
LLaMA
LlamaIndex
Mlflow
OpenCV
Pinecone
PyTorch
Scikit-learn
TensorFlow
Whisper
FastAPI
Immutable.js
k-NN
Microsoft Azure SQL Server
AWS
Azure
Azure ML
AKS
Azure Blob Storage
Azure DevOps
Azure Monitor
AWS Bedrock
AWS CDK
AWS Cloudformation
AWS CloudWatch
AWS Elastic Kubernetes Service (EKS)
AWS Lambda
AWS S3
Prometheus
Docker
Kubernetes
Github Actions
GitLab CI
Helm
Kafka
Enterprise Resource Planning
ERP
Google PageSpeed Insights
Palm OS
Qdrant
RDS
Weaviate
...

Software engineer with over 8 years of experience, including 5+ years specialized in AI. Proven track record in leading AI strategy, implementing machine learning models, and training teams on AI tool usage. Expertise in Python and various ML libraries (e.g., TensorFlow, PyTorch), as well as in CI/CD, virtualization, and API development. Adept in managing cloud infrastructures (AWS, Azure) and ensuring system performance and efficiency. Holds a Master’s in Project Management, indicating a strong foundation in leading complex technical initiatives.

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Seniority Expert (10+ years)
Location Lviv, Ukraine
Python 8yr.
AWS
R 1yr.
AWS SageMaker (Amazon SageMaker)
BERT
GPT
Keras
Kubeflow
Mlflow
NumPy
OpenCV
PyTorch
Spacy
TensorFlow
C++
Apache Spark
Beautiful Soup
NLTK
Pandas
PySpark
Apache Airflow
AWS Athena
Power BI
AWS ElasticSearch
AWS Redshift
Clickhouse
SQL
AWS EC2
AWS ECR
AWS EMR
AWS S3
AWS Timestream (Amazon Time Series Database)
Eclipse
Grafana
Kafka
MQQT
Kubernetes
OpenAPI
ArcGIS
Guroby
ONNX
Open Street Map
Rasa NLU
...

- 10+ years experience working in the IT industry; - 8+ years experience working with Python; - Strong skills with SQL; - Good abilities working with R and C++; - Deep knowledge of AWS; - Experience working with Kubernetes (K8s), and Grafana; - Strong abilities with Apache Kafka, Apache Spark/PySpark, and Apache Airflow; - Experience working with Amazon S3, Athena, EMR, Redshift; - Specialised in Data Science and Data Analysis; - Work experience as a team leader; - Upper-Intermediate English.

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Seniority Expert (10+ years)
Location Poland
ML
AWS SageMaker (Amazon SageMaker)
Keras
Kubeflow
Mlflow
PyTorch
TensorFlow
Python
R
Scala
Akka
Apache Spark
BentoML
Dask
Matplotlob
Metaflow
Pandas
Seaborn
Django
Apache Airflow
Apache Hive
HBase
Jupyter Notebook
Power BI
Sqoop
Apache Hadoop
Apache Kylin
AWS ElasticSearch
AWS Redshift
Cassandra
ELK stack (Elasticsearch, Logstash, Kibana)
Microsoft SQL Server
MongoDB
MySQL
Neo4j
Oracle Database
PostgreSQL
Redis
Snowflake
SQL
AWS
Azure
Azure ML
GCP
AWS EC2
AWS Glue
AWS Kinesis
AWS Lambda
AWS RDS (Amazon Relational Database Service)
AWS S3
AWS SAM
AWS VPC
Ansible
CI/CD
Helm
Apache HTTP Server
Apache Mesos
API
Consul
Debian
Linux
Ubuntu
Windows
Docker
Kubernetes
Terraform
Git
Jira
Redmine
Kafka
Hashicorp
Pachyderm
Raspberry
...

- Over 15 years experience in leading the design, developing, and delivery of complex IT projects and high-performance solutions, +10 years in business intelligence and in the data analytics field - Advanced hands-on experience in reactive, microservices-based, distributed system design and development including stream application platforms for advanced analytics including machine learning and data science - Proficient Data Engineer-researcher focused on the immediate benefits for the business using Big Data tools (AWS Glue, AWS Greengrass, AWS EMR, AWS Data Lake) with advanced analytical and visualization APIs (graph DB – Titan, Neo4J, Tinkerpop, software development – Scala, Python) with CI/CD pipelines – Jenkins, Circle CI, GitLab actions - Generative AI - Q&A with multiple choices, pre-trained models (Hugging Faces ecosystem, T5, BERT, GPT), ChatBot for online gambling platform (LangChain, Pinecone, Cohere, Faiss, Hugging Face Hub) - Generative AI in NLP - information retrieval for 1) generate personalized recommendations for products or services based on a user's preferences and past behavior 2) summarize legal documents and contracts, making it easier for lawyers and legal professionals to review and analyze large volumes of legal documents. 3) create content such as product descriptions, blog posts, and social media posts - Recommendations platforms - mobile games platform (generate game recommendations based on player history, promo-offers, AWS Personalize ), self-learning algorithms for data-based risk management in agriculture (Monte-Carlo tree and Markov chains) - Upper-intermediate English. - Availability starting from ASAP

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Seniority Architect/Team-lead
Location United Arab Emirates

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Manager
Maria Lapko
Global Partnership Manager
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Table of Contents

How and where is Mlflow used?

  • Model Training: Predictive Maintenance
  • Hyperparameter Tuning: Image Recognition
  • Experiment Tracking: Fraud Detection
  • Model Versioning: Natural Language Processing
  • Model Deployment: Recommendation Systems
  • Performance Monitoring: Customer Churn Prediction
  • Workflow Management: Sentiment Analysis
  • Collaboration: Market Basket Analysis
  • Model Registry: Time Series Forecasting
  • Automatic Logging: Credit Scoring

Compare Junior, Middle, Senior, and Expert/Team Lead Mlflow Developer roles

Seniority NameYears of experienceResponsibilities and activitiesAverage salary (USD/year)
Junior1-2 years
  • Assist in developing ML models
  • Code review and debugging
  • Data preprocessing
$60,000
Middle3-5 years
  • Lead small ML projects
  • Implement ML algorithms
  • Collaborate with data scientists
$80,000
Senior6-8 years
  • Design end-to-end ML solutions
  • Mentor junior developers
  • Optimize model performance
$100,000
Expert/Team Lead9+ years
  • Set ML strategy
  • Manage ML team
  • Drive innovation in ML projects
$120,000

Quick Facts about Mlflow.

  • In the realm of tech wizardry, MLflow magically emerged in 2018, casting its spell on data scientists and developers alike.
  • From enchanting machine learning models to bewitching data pipelines, MLflow is the go-to sorcery for all your project needs.
  • The incantation to enter this mystical world requires basic knowledge of Python and a sprinkle of curiosity.
  • Paired with MLflow, the ever-loyal Kubernetes orchestrates a seamless symphony of containerized spells and potions.
  • Legend has it that MLflow’s creator, Databricks, has a secret vault where they store the lost art of debugging incantations.

TOP Mlflow Related Technologies

  1. TensorFlow
  2. PyTorch
  3. Scikit-learn
  4. XGBoost
  5. LightGBM
  6. H2O.ai

What are top Mlflow instruments and tools?

  • MLflow Tracking: This first tool is like a fitbit for ML. Released by Databricks in June 2018.
  • MLflow Projects: Your code, your data, your environment. Another gem by Databricks from June 2018.
  • MLflow Models: Easy-to-use tool for packaging code into reproducible models. Released in June 2018 by Databricks.
  • MLflow Registry: Think ‘GitHub for ML models.’ Released by Databricks in June 2020.
  • MLflow Serving: This tool lets you deploy models easily with any flavor. Released by Databricks in June 2020.
Table of Contents

Talk to Our Expert

Our journey starts with a 30-min discovery call to explore your project challenges, technical needs and team diversity.
Manager
Maria Lapko
Global Partnership Manager

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FAQs on Mlflow Development

What is a Mlflow Developer? Arrow

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

Why should I hire a Mlflow Developer through Upstaff.com? Arrow

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

How do I know if a Mlflow Developer is right for my project? Arrow

If your project involves developing applications or systems that rely heavily on Mlflow, then hiring a Mlflow 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 Mlflow Developers.
Interview: Evaluate candidates through interviews.
Hire: Choose the best fit for your project.

What is the cost of hiring a Mlflow 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 Mlflow Developers on a part-time or project-based basis? Arrow

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

What are the qualifications of Mlflow 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 Mlflow 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 Mlflow 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.