--- title: Machine Learning Engineer - Production ML at Elinext description: 🔥 **Machine Learning Engineer - Python / Production ML** **Elinext** is an international software development company with 25+ years of experience, helping clients worldwide build and scale reliable d --- # Machine Learning Engineer - Production ML **Company:** Elinext **Location:** Poland / Georgia / Uzbekistan / Kazakhstan / Armenia **Posted:** 2026-09-03 **Apply by:** 2026-10-18 **Tags:** python, data [Apply / View original posting](https://t.me/Pol_relocation/56964) ## Job description 🔥 **Machine Learning Engineer - Python / Production ML** **Elinext** is an international software development company with 25+ years of experience, helping clients worldwide build and scale reliable digital products. We work across Fintech, Healthcare, Manufacturing, AI/ML, Cloud, Enterprise Software, and other domains. We are currently looking for an experienced **Machine Learning Engineer** to join an international project in the financial domain. 📍 **Location:** Poland, Georgia, Uzbekistan, Kazakhstan, Armenia and other eligible locations 🏠 **Format:** Remote 🗣 **Customer interview:** Yes 📝 **Test task:** No About the role The main focus is on taking machine learning models beyond the research stage and turning them into **reliable production-grade systems**. You will work with real financial datasets, deploy and maintain ML services, monitor model performance, improve data pipelines, and collaborate closely with software engineers and data scientists. Responsibilities — Develop, deploy, and maintain machine learning models and services — Keep existing ML solutions performant, stable, and robust — Turn research prototypes into production-grade ML systems — Harden code, add tests, logging, monitoring, and observability — Own model serving, deployment, scaling, and lifecycle management — Monitor model performance and detect drift — Build and maintain retraining processes — Engineer and evaluate features on real financial datasets — Calibrate and validate models to ensure reliable behavior — Build and improve data pipelines — Collaborate with software engineers and data scientists — Document approaches, experiments, and architecture decisions MUST HAVE — Strong software engineering skills in **Python** — Clean, typed, maintainable, and well-tested code — Experience with version control and CI/CD — Strong knowledge of **NumPy, Pandas, scikit-learn, PyTorch** — Solid understanding of machine learning, statistics, and model evaluation — Proven experience taking ML models into **production** — Experience with model serving, monitoring, drift detection, and retraining — Experience building production APIs and services with **FastAPI, Flask, or similar** — Experience with **Docker / containerization** — Experience deploying services on **Kubernetes or similar environments** — Strong feature engineering experience with structured / tabular data — Experience working with large datasets and reliable data pipelines — Strong communication skills with technical and business stakeholders Nice to Have — Financial / fintech project experience — Experience with production MLOps practices — Experience with highly scalable ML platforms — Experience with model explainability and reproducibility — Experience with distributed data processing or cloud environments 💚 What We Offer — Small-company feel within a fast-growing international environment — Friendly, collaborative, and mission-driven team — 25 calendar days of vacation + 5 additional paid sick days — Medical insurance — Corporate English courses — Corporate events and team-building activities — Support with professional certifications — Reimbursement for professional courses and training — Long-term international projects — Opportunities for professional and technical growth --- 🔔 [Monitor similar jobs on Gurify](https://gurify.com/?utm_source=techgeo&utm_medium=jobboard&utm_campaign=monitor_similar&role=Machine+Learning+Engineer+-+Production+ML) — get alerted when matching roles are posted in Georgia.