Senior MLOPS Engineer

AI/ML

Senior MLOPS Engineer

AI/ML
Chmielna 69, Warszawa

Transition Technologies MS

Full-time
B2B, Permanent
Senior
Hybrid

Job description

Senior Machine Learning / MLOps Engineer responsible for scaling, operating, and evolving production-grade machine learning systems with a strong focus on reliability, automation, and best engineering practices.


Your responsibilities:

  • Lead the design and evolution of a large-scale, production recommender system

  • Own architectural decisions ensuring scalability, performance, and reliability

  • Build and maintain end-to-end ML pipelines in a cloud environment

  • Define and implement MLOps standards, tooling, and best practices

  • Develop and optimize CI/CD pipelines for ML workflows using GitLab

  • Ensure model reproducibility, versioning, and experiment tracking with MLflow

  • Deploy, monitor, and operate ML models on AWS SageMaker

  • Collaborate with data scientists to productionize machine learning models

  • Improve system observability, monitoring, and model performance

  • Provide technical mentorship and architectural guidance to ML and data teams

  • Contribute hands-on to a Python-based ML and data infrastructure codebase

  • Translate business and product requirements into technical ML solutions


We are looking for you, if you have:

  • Bachelor’s degree in Computer Science, Engineering, or equivalent practical experience

  • 5+ years of experience in machine learning engineering or MLOps roles

  • Proven experience building and operating production ML systems at scale

  • Strong expertise in Python and the ML/data ecosystem

  • Hands-on experience with AWS SageMaker in production environments

  • Experience with deep learning frameworks such as PyTorch or TensorFlow

  • Solid understanding of MLOps practices including CI/CD and model lifecycle management

  • Practical experience using MLflow for experiment tracking and model management

  • Experience designing and maintaining CI/CD pipelines with GitLab

  • Strong background in cloud-based ML architectures, preferably on AWS

  • Experience mentoring engineers and collaborating across multidisciplinary teams

  • Ability to clearly communicate complex technical concepts to diverse stakeholders


We offer:

  • Participation in interesting and demanding 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

  • Work model: remote or hybrid (2 days per week from the office)


We reserve the right to contact the selected candidates.

Tech stack

    English

    B2

    MLOps

    advanced

    Machine Learning

    advanced

    Python

    advanced

    AWS

    advanced

    Sagemaker

    advanced

    PyTorch

    advanced

    TensorFlow

    advanced

    CI/CD

    advanced

Office location

Published: 09.02.2026

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

Senior MLOPS Engineer

Summary of the offer

Senior MLOPS Engineer

Chmielna 69, Warszawa
Transition Technologies MS
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