about 3 hours ago
Amsterdam, Netherlands
Senior
H1B Sponsor
Responsibilities
- Research, design, implement, train, deploy and monitor machine learning algorithms for various applications.
- Develop orchestrated pipelines for analytical purposes and machine learning training.
- Contribute to automation efforts for experiments, training runs, and monitoring.
- Collaborate with product managers and stakeholders to define problems and frame them as machine learning tasks.
- Explore and analyze large datasets to identify patterns and opportunities for ML-driven solutions.
- Define key performance metrics and perform statistical analysis to validate model performance.
Requirements
- 5+ years of experience as a machine learning or data scientist.
- Experience with the full machine learning model lifecycle in production flows.
- Familiarity with big data frameworks for creating data pipelines.
- Understanding of software engineering, data engineering, and MLOps principles.
- Knowledge of data science, statistics, and machine learning techniques.
- Familiarity with tools like (py)spark, SQL, Tensorflow, PyTorch, and MLFlow.
- Experience in designing and running experiments.
- Proactive leadership in projects from ideation to deployment.
- Up-to-date with the latest research and developments in machine learning.
Tech Stack
Apache AirflowLightGBMMLflowPandasPyTorchSQLTensorFlowXGBoost
Categories
AI & MLData Science