Описание
Andersen is building a cloud-native AI platform and delivering scalable machine learning solutions for the healthcare industry. Its European healthcare-sector customer provides consulting, digital solutions, data-driven services, and operational support that help healthcare organizations improve efficiency, optimize processes, and enhance service quality.
Задачи
•Build and orchestrate ML pipelines using Kubeflow Pipelines (KFP v2)
•Train models on GPUs, including GPU resource management within Kubernetes
•Fine-tune transformers and LLMs, and track experiments and models via MLflow
•Build classic ML models using XGBoost and CatBoost
•Work with data using SQL Server and DuckDB for efficient in-cluster processing of large datasets
•Develop Python pipelines, integrations, and tooling based on uv
•Ensure code quality through testing and CI/CD with GitLab CI
•Work within a zero-trust and secure-by-default environment using network policies and restrictive container rights
Требования
•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 LLMs and transformers
•Experience with MLflow for model tracking
•Experience with boosting models, including XGBoost and CatBoost
•Deep proficiency in the Python ecosystem and modern engineering practices
•Experience working in regulated enterprise cloud-native environments
•Experience with SQL and large-scale data processing
•CI/CD experience, preferably with GitLab CI, plus clean code and testing practices
•English at Intermediate+ level or above
•German at Upper-Intermediate level or above
Nice to have:
•LLM pre-training experience beyond fine-tuning
•GPU orchestration in Kubernetes
•Experience in zero-trust environments
•Knowledge of DuckDB
•Modern Python tooling with uv
Условия
•Fully remote, office, or hybrid work options are available
•Professional, financial, and career growth opportunities
•Mentoring and onboarding systems for each new employee
•Opportunity to earn up to an additional 1,000 USD per month depending on expertise, included in the annual bonus
•Access to the corporate training portal
•Certification compensation, including AWS and PMP
•Referral program
•Private health insurance and sports activity compensation
