Machine Learning Engineer

Responsibilities
- Designing, training, and evaluating machine learning models (supervised, unsupervised, NLP, etc.).
- Building scalable data and ML pipelines using modern tools.
- Collaborating with subject matter experts and analysts to prepare training datasets.
- Deploying models for production (batch or real-time inference).
- Monitoring and maintaining model performance and data quality.
- Optimizing models for performance, interpretability, and cost.
- Documenting ML workflows and ensuring reproducibility.

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Must have requirements
- Experience as a Machine Learning Engineer or in a similar role for 2+ years.
- Proficiency in Python, including hands-on experience with libraries such as scikit-learn, pandas, NumPy, and matplotlib.
- Strong understanding of core ML concepts – regression, classification, clustering, model validation, and performance metrics.
- Practical experience with deep learning frameworks such as TensorFlow, PyTorch, or Keras.
- Proven experience building, training, and deploying ML models using AWS SageMaker.
- Familiarity with AWS Bedrock for working with foundation and generative models (e.g., fine-tuning and orchestration of LLMs).
- Hands-on experience with data preprocessing, feature engineering, and model evaluation.
- Knowledge of SQL and experience working with structured and semi-structured datasets.
- Understanding of ML model deployment (e.g., REST APIs with FastAPI or Flask; model packaging and containerization with Docker).
- Exposure to MLOps practices – pipeline automation, model versioning, monitoring, and reproducibility.
- Familiarity with version control systems (e.g., Git).
- Strong analytical thinking, communication, and problem-solving skills.
- Willingness to stay current with emerging ML techniques, frameworks, and cloud AI tools.
- Level of English – from Upper-Intermediate and above.
- Level of German – from Intermediate+ and above.

Location: Remote - Anywhere

Skills required for this job:

• Docker
• Git
• Machine learning
• NumPy
• Python
• SQL