Senior ML OPS Engineer

AI/ML

Senior ML OPS Engineer

AI/ML
Chmielna 69, Warszawa

Transition Technologies MS

Full-time
B2B, Permanent
Senior
Remote

Job description

Your responsibilities:

  • Lead the architectural evolution of our global recommender system, ensuring scalability, reliability, and high performance.

  • Drive and implement MLOps best practices, including CI/CD pipelines (GitLab), monitoring, and MLflow-based experiment tracking.

  • Partner with data scientists to productionalize machine learning models on AWS SageMaker.

  • Act as a technical mentor for engineers and data scientists, promoting software engineering and deployment best practices.

  • Contribute hands-on to our Python codebase, writing clean, maintainable, and well-tested code.

  • Collaborate with product managers and business stakeholders to align ML solutions with business needs.

We are looking for you, if you have:

  • 5+ years of experience as a Machine Learning Engineer, with a track record of deploying and maintaining production systems.

  • Strong expertise in Python and familiarity with the ML/AI ecosystem (TensorFlow, PyTorch, etc.).

  • Proven experience in AWS SageMaker for building, training, and deploying models.

  • Hands-on knowledge of MLOps tools: MLflow (tracking & model management), GitLab CI/CD (automation), Docker/Kubernetes.

  • Experience designing and operating scalable ML pipelines in a cloud environment (AWS preferred).

  • Strong communication skills and ability to mentor and guide data scientists and engineers.

 

Nice to have:

  • Master’s or PhD in Computer Science, AI/ML, or related field.

  • Experience with model monitoring & observability tools (Prometheus, Grafana, Evidently AI).

We offer:

  • Participation in interesting and challenging projects

  • Flexible working hours

  • A great, non-corporate atmosphere

  • Stable employment conditions (contract of employment or B2B contract)

  • Opportunities for development and promotion

  • Attractive package of benefits

  • Remote work

We reserve the right to contact the selected candidates.

Tech stack

    English

    B2

    AWS

    advanced

    GitLab CI/CD

    advanced

    Prometheus / Grafana

    advanced

    PyTorch

    advanced

    Docker

    advanced

    TensorFlow

    advanced

    Sagemaker

    advanced

    Kubernetes

    advanced

    MLflow

    advanced

    Python

    advanced

Office location

About the company

Transition Technologies MS

Transition Technologies MS is a company specializing in providing advanced IT solutions and software development services. It focuses on innovative technologies to support business digital transformation.

Company profile