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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
UML
GCE
MVC
AWS ML (Amazon Machine learning services)
Python
GPT
GPT-4
Kubeflow
LangChain
OpenAI
OpenCV
Spacy
TensorFlow
Xgboost
FastAPI
Flask
Matplotlib
NLTK
Plotly
PySpark
SciPy
Kibana
Tableau
AWS Redshift
Bigtable
ELK stack (Elasticsearch, Logstash, Kibana)
MySQL
SQLAlchemy
GCP AI
Google BigQuery
Apache ActiveMQ
CI/CD
Jenkins
Docker
Google API
Git
Logstash
Chat GPT
ChurnZero
Faiss
Prophet
Python Requests Library
WebSphere App Serve
...

Certified Data Scientist with a strong focus on NLP, CV, and Recommender Systems backed by 4 years of commercial experience. Proficient in Python with a rich toolset including Pandas, numpy, TensorFlow, and Keras. Possesses a solid track record in building products from scratch and devising innovative solutions with machine learning and data processing methodologies. Hands-on experience in deploying scalable solutions using Kubeflow, Docker, and CI/CD practices, complemented by proficiency with various databases such as MySQL and BigQuery. With a Bachelor’s and Master’s degrees in Cybersecurity Engineering, and continued education via a PhD, the engineer exemplifies a deep understanding of computer science fundamentals and data science trends. This technical expertise, combined with domain knowledge in e-commerce and network security, distinguishes the potential candidate as a valuable asset for fostering growth and innovation in technology-driven environments.

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Seniority Senior (5-10 years)
Location Ternopil, 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
Jenkins
Python
Generative AI
DevOps
MLOps
Kubeflow
Microk8s
Kubernetes
Unity
...

An adept software engineer with significant expertise in AI technologies, focusing on Generative AI solutions for media companies. Demonstrates proficiency in DevOps methodology, with extensive experience in orchestrating CI/CD pipelines, cloud infrastructure, and MLOps from roles at top gaming and tech companies.Notable achievements include driving a 300% reduction in production time and up to a 200% increase in quality capabilities for AI projects.Experience extends over a decade, with strong proficiency in various programming languages and tools such as C#, Unity3D, Terraform, EKS, K8s, Helm, Docker, Linux, Jenkins, and Gitlab. Known for leading pivotal projects, displaying ownership, and training multilingual personnel while optimizing costs and resources in cloud deployments.

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Seniority Expert (10+ years)
Location Israel
Python
Azure
TensorFlow
PyTorch
Amazon Lex
AWS ML (Amazon Machine learning services)
Google Document AI
Keras
Kubeflow
Linear models
LLaMA
ollama
OpenCV
OpenVoice
PCA
Prompt Engineering
Spacy
Transformer models
vLLM
Whisper
Matplotlib
NLTK
Pandas
Pillow
Pvporcupine
Seaborn
KVO
p5.js
Decision Tree
ETL
Jupyter Notebook
AWS
AWS Boto3
AWS LightSail
GCE
GCP BigQuery
Google Docs
API
Google API
Asterisk
Sublime Text
Core Audio
Docker
MSCS (Microsoft Cluster Server)
Unity
VoIP
MIP
MIPS
MLP
MMS
MMS-TTS
PELCO-D
Rhino Grasshopper
...

* Data Scientist with a Master’s Degree in Computer Science and extensive experience in machine learning, deep learning, and cloud services ( Azure,AWS and GCP). * 7 years of experience, proficient in building ML pipelines and deploying scalable solutions. * Developed and deployed a voice-to-voice pipeline for a call center VoIP system using Whisper, Llama, and MMS-TTS, including API integrations and Docker deployment. * Implemented a Google Doc AI Wrapper, improving document recognition accuracy through advanced preprocessing techniques. * Designed a deforestation detection system using clustering and Azure-based services to monitor forest areas.

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Seniority Senior (5-10 years)
Location 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
TensorFlow
Snowflake
AWS Redshift
Amazon Machine learning services
AutoGPT
AWS ML (Amazon Machine learning services)
Hugging Face
Kubeflow
LangChain
Prompt Engineering
PyTorch
RAG
T5
Java
Immutable.js
Matplotlib
NLTK
Plotly
Seaborn
Struts 2
Apache Hive
Data visualization
DVC
Kibana
Looker Studio
Power BI
Tableau
AWS ElasticSearch
Clickhouse
ELK stack (Elasticsearch, Logstash, Kibana)
HDFS
Azure DevOps
Google BigQuery
Github Actions
Logstash
Prometheus
MPEG-DASH
Flink
JAX RS
Legacy Application
TFX
...

- Experienced Machine Learning Engineer with Data Engineering skills - Experience in ensemble recommendation systems, customer behavior prediction, and recruitment insights, analytics, chatbots. - Experience in user retention, engagement, operational efficiency increase, enhancing stock turnover, forecasting accuracy, automated damage assessment models, and vehicle security through advanced ML models and BigData. - Worked with industries: insurance, finance, restaurants - Solid expertise with Big Data, Natural Language Processing, Computer Vision

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

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Manager
Maria Lapko
Global Partnership Manager
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Table of Contents

How and where is Kubeflow used?

  • Model Training: Training ML models
  • Hyperparameter Tuning: Optimizing model parameters
  • Experiment Tracking: Tracking model training experiments
  • Model Serving: Serving ML models
  • AutoML: Automating machine learning workflows
  • Data Versioning: Managing data versioning
  • Multi-Framework Support: Supporting various ML frameworks
  • Scalability: Scaling ML workloads efficiently
  • Monitoring: Monitoring ML model performance
  • Resource Management: Efficiently managing computing resources

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

Seniority NameYears of experienceResponsibilities and activitiesAverage salary (USD/year)
Junior0-2 years
  • Assist in basic Kubeflow development tasks
  • Learn from Middle and Senior developers
$60,000
Middle3-5 years
  • Develop and implement Kubeflow solutions
  • Assist Junior developers
$80,000
Senior6-8 years
  • Lead Kubeflow projects
  • Mentor Middle and Junior developers
$100,000
Expert/Team Lead9+ years
  • Architect complex Kubeflow solutions
  • Lead teams, set technical direction
$120,000

Quick Facts about Kubeflow.

  • Kubeflow, the open-source machine learning toolkit for Kubernetes, was created in 2017.
  • It is widely used for projects involving machine learning pipelines, model serving, and hyperparameter tuning.
  • The entry threshold for using Kubeflow is having a basic understanding of Kubernetes and machine learning concepts.
  • Kubernetes is the most popular related technology to Kubeflow, as it provides the underlying container orchestration.
  • Fun Fact: Kubeflow’s logo is a cute Kubeflow octopus, symbolizing its flexibility and adaptability in orchestrating ML workflows.

TOP Kubeflow Related Technologies

  1. TensorFlow
  2. PyTorch
  3. XGBoost
  4. Scikit-learn
  5. Keras

What are top Kubeflow instruments and tools?

  • Katib: Hyperparameter optimization tool by Google, released in 2018
  • KFServing: Model serving toolkit by NVIDIA, released in 2019
  • Kubebench: Benchmarking tool by Google, released in 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 Kubeflow Development

What is a Kubeflow Developer? Arrow

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

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

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

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

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

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

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

What are the qualifications of Kubeflow 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 Kubeflow 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 Kubeflow 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.