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Senior Machine Learning Engineer

3 months, 1 week ago
Poland, Ukraine, Germany
Full-time
Senior
Machine Learning Engineer
Software Development
CI/CD Feature Engineering Machine Learning MLOps Pandas Python PyTorch Scikit-learn Statistics TensorFlow
Apply Now
GlobalDev Tech

GlobalDev Tech

Custom software engineering & staff augmentation company Globaldev drives businesses to maximize their potential with our custom software development and staff augmentation services. Globaldev Group supports the most exciting technology companies, by p...

Internet Software & Services
51-250
Founded 2021
View All Jobs 13

Description

  • Take ownership of machine learning problems from concept to production.
  • Design, build, and deploy predictive models for pricing, bidding, optimization, and forecasting.
  • Develop scalable feature engineering and data pipelines for large-scale datasets.
  • Define experimentation frameworks, including A/B testing, offline validation, and model comparison.
  • Ensure production-grade MLOps, including monitoring, retraining, drift detection, and reliability.
  • Collaborate with DevOps, Product, and Engineering teams to align ML work with business impact.
  • Quantify model impact on revenue, margin, and performance KPIs.
  • Contribute to the long-term ML architecture and best practices.
  • Translate complex business problems into robust, production-grade machine learning systems.

Requirements

  • 5+ years of experience in machine learning or applied ML roles with production ownership.
  • Proven track record of deploying and maintaining ML systems in real-world environments.
  • Strong Python skills, including experience with pandas, scikit-learn, and PyTorch/TensorFlow.
  • Solid knowledge of statistics, experimentation design, and model evaluation.
  • Experience working with large-scale datasets and performance-critical systems.
  • Understanding of MLOps principles, including model lifecycle, monitoring, CI/CD integration, and retraining pipelines.
  • Strong problem ownership mindset and ability to independently structure ambiguous challenges.
  • Ability to translate business trade-offs into modeling decisions.
  • Experience in AdTech, marketplaces, or auction-based systems is a plus.
  • Experience working in high-scale, real-time systems is a plus.

Benefits

  • Comfortable environment with challenging tasks and a long-term project.
  • 20 days of vacation.
  • Working with top-notch equipment.
  • Bookkeeping support by a professional accountant.
  • Help and support from a caring HR team.

Interested in this position?

Apply directly on the company website

Apply Now

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