Team Connect Sp. z o.o
Overview
Team Connect is Poland’s leading nearshore and offshore IT provider. Since 2008 we successfully create and develop software for our clients. We specialize in Agile and DevOps-based software development – from the analysis stage through implementation. We develop backend, frontend, and mobile applications.
Currently, we're looking for a Machine Learning Engineer
Location: remote
Responsibilities
- Designing, developing, and implementing machine learning models and systems
- Performing data analysis, statistics, data mining, and Big Data processing
- Writing clean, efficient Python code using data-science libraries such as pandas and scikit-learn
- Utilizing mainstream ML libraries (TensorFlow, PyTorch, Scikit-Learn, PySpark, etc.)
- Working with SQL and relational databases (ideally Snowflake)
- Building and maintaining CI/CD pipelines and applying software engineering best practices
- Collaborating with team members using version control tools (Git)
- Summarizing and presenting analytical results to business and product stakeholders
Requirements
- Degree in Computer Science or related field (Data Science, Big Data, Mathematics, Physics, etc.)
- At least 2 years of proven industry experience in machine learning projects
- Strong programming skills in Python and data-science libraries (pandas, scikit-learn)
- Working knowledge of SQL and relational databases
- Expert knowledge in data analysis, statistics, machine learning, or Big Data processing
- Experience with mainstream ML libraries (TensorFlow/PyTorch, Scikit-Learn, PySpark)
- Familiarity with data structures, CI/CD pipelines, software engineering principles, and code testing
- Experience in collaborative work using Git
Nice to have
- 5+ years of industry experience in designing and implementing ML systems
- Experience in advertising, recommendation systems, or real-time bidding (RTB) ecosystems
- Experience leading a team of developers
- Familiarity with AWS tools (Airflow, SageMaker), Snowflake, Redis, Aerospike, ETL, or big data tools (PySpark/Snowpark, Docker, Kubernetes)
- Experience deploying ML models into production
- Knowledge of Infrastructure as Code (Terraform), orchestration tools (Airflow), building CI/CD pipelines with GitHub Actions, and monitoring tools (Prometheus, Grafana)
We offer
- Long-term cooperation
- Benefits package – Multisport card, medical care & life insurance
- Training budget
- Assistance in accounting issues when setting up/running a business
- Free English lessons
- Individual support from a dedicated company supervisor