Andersen Lab
Andersen Lab
New

ML/MLOps Engineer in Germany

17.8k - 27.8k PLN/ mies.UoP
SeniorFull-time·Umowa o pracę
#427072·Dodano wczoraj·0
Źródło: SOLID.Jobs
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Tech Stack / Keywords

KubeflowMLflowPythonSQL

Firma i stanowisko

Andersen is a global software development company with over 18 years of experience supporting businesses worldwide in their digital transformation. Headquartered in Poland, it operates development centers across multiple countries, delivering IT services including custom software development, API integration, system architecture, legacy modernization, and long-term support. Andersen specializes in AI, Machine Learning, Data Science, Big Data, and Visual Technologies to create scalable and secure digital products. The company has a portfolio including long-term partnerships with major industry leaders across healthcare, fintech, logistics, automotive, manufacturing, e-commerce, multimedia, and entertainment sectors.

Wymagania

  • Minimum 5 years of experience as an MLOps Engineer or ML Engineer.
  • Hands-on experience with Kubeflow Pipelines (KFP v2).
  • Experience training models on GPUs.
  • Experience fine-tuning large language models and transformers.
  • Proficiency with MLflow for model tracking.
  • Experience with boosting models such as XGBoost and CatBoost.
  • Deep proficiency in the Python ecosystem and modern engineering practices.
  • Experience working in regulated or enterprise cloud-native environments.
  • Experience with SQL and large-scale data processing.
  • CI/CD experience, preferably with GitLab CI, and adherence to clean code and testing practices.
  • English language skills at intermediate+ level or above.

Nice to have:

  • Pre-training experience for LLMs beyond fine-tuning.
  • Experience with GPU orchestration in Kubernetes.
  • Experience in zero-trust environments, including network policies and restrictive container rights.
  • Knowledge of DuckDB.
  • Experience with modern Python tooling (uv).

Obowiązki

  • Building and orchestrating ML pipelines using Kubeflow Pipelines (KFP v2).
  • Training models on GPUs, including GPU resource management within Kubernetes.
  • Fine-tuning transformers/LLMs and tracking experiments and models via MLflow.
  • Building classic ML models such as XGBoost and CatBoost.
  • Working with data using SQL Server and DuckDB for efficient in-cluster processing.
  • Developing in Python for pipelines, integrations, and tooling based on uv.
  • Ensuring code quality through testing and CI/CD using GitLab CI.
  • Operating within zero-trust and secure-by-default environments including network policies and restrictive container rights.

Benefity

  • Salary range: 17,800 to 27,800 PLN gross monthly under an employment contract.
  • Full-time work with fixed working hours.
  • 100% remote work.
  • Medical package.
  • Insurance.
  • Sports package.
  • Coffee/Tea provision.
Opieka zdrowotna
Ubezpieczenie
Karta sportowa
Napoje w biurze

Inne informacje

  • The position requires English language skills at intermediate+ level or above.
  • German language skills at upper-intermediate level or above are preferred.
Andersen Lab

Andersen Lab

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