Senior Machine Learning Engineer
New
A
AstekAI Engineering
Warszawa (Mazowieckie)ContractSenior
Salary160 - 190 PLN per hour
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Job Details
- Languages
- Polish (C2)
- Experience
- Min. 5 lat
- Required Skills
- PythonSQLGCPGitMachine LearningSnowflakeAzureDatabricksscikit-learnMLOps
Requirements
- Minimum 5 years of experience in a Machine Learning Engineer role or similar.
- Practical experience in building and deploying ML models to production environments.
- Experience in designing complete end-to-end ML solutions.
- Very good knowledge of Python and SQL.
- Very good knowledge of scikit-learn libraries.
- Experience working with Git.
- Knowledge of at least one cloud platform or data environment: Azure, GCP, Databricks, or Snowflake.
- Ability to collaborate with both technical and business teams.
- Experience in MLOps is a plus.
- Familiarity with Airflow, Bash, Terraform is a plus.
- Experience with unit testing and A/B test design and analysis.
- Experience in demand forecasting, pricing, or recommendation projects.
- Experience with Causal AI or Generative AI.
Responsibilities
- Design and implement AI/ML products operating in cloud environments.
- Deliver end-to-end machine learning models and systems from concept to production.
- Develop MLOps processes to support model lifecycle automation.
- Solve problems related to prediction, optimization, and recommendation systems.
- Build solutions using Causal AI and develop applications based on LLM models.
- Create efficient and scalable data processing systems.
- Collaborate with business stakeholders to identify and realize initiatives with high business potential.
- Participate in the architecture design of AI and ML solutions.
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