Senior Machine Learning Engineer
Что предстоит делать
Elinext, an international software development company with 25+ years of experience, is hiring a Senior Machine Learning Engineer to build and scale AI solutions for advanced financial data processing and reconciliation. The role involves working with large, complex financial transaction datasets to create models for transaction matching, reconciliation, and exception handling. Candidates will transform research prototypes into production‑grade systems, owning model serving, deployment, scaling, monitoring, drift detection, and retraining. They will also perform feature engineering, model evaluation, calibration, and validation, build reliable data pipelines, and collaborate closely with software engineers, data scientists, product managers, and domain experts. The position requires strong Python skills, expertise in NumPy, Pandas, scikit‑learn, and PyTorch, as well as experience with FastAPI, Flask, Docker, Kubernetes, and CI/CD practices. The engineer will document technical approaches and ensure transparency and reproducibility of ML services.
Что мы ждём от кандидата
- 4–6+ years of experience in Machine Learning Engineering or Software Engineering with a strong ML focus.
- Proven experience deploying, maintaining, and operating ML models in production environments.
- Strong Python development skills, including clean, typed, well‑tested code, version control, and CI/CD practices.
- Strong proficiency with NumPy, Pandas, scikit‑learn, and PyTorch.
- Solid understanding of machine learning algorithms, statistics, model evaluation, and validation techniques.
- Hands‑on experience with model serving, monitoring, drift detection, and retraining.
- Experience developing production services and REST APIs using FastAPI, Flask, or similar frameworks.
- Experience with containerization and orchestration technologies such as Docker and Kubernetes or equivalent platforms.
- Strong experience with feature engineering for structured and tabular datasets.
О Deffic
Работодатель свяжется с вами через контакты из профиля.