MLOps Engineer
~25 200 - 31 080 PLN/ mies.B2B (netto)
SeniorFull-time·B2B
#298783·Dodano 2 miesiące temu·63
Źródło: nofluffjobs.comTech Stack / Keywords
MLOpsContinuous integrationTestingAuditAIHigh availabilityCloudSecurityDegreeData sciencepandasMLflowAirflowPythonDashboardingPowerBITableauDevOpsGitHub ActionsFlaskFastAPICloud platformAWSAzureGCPDockerKubernetes
Wymagania
- Bachelor's or Master's degree in Mathematics, Computer Science, Machine Learning, or related field
- Mastery of Data Science frameworks (pandas, pyspark, sklearn, shap) and MLOps frameworks (MLFlow, Kedro/Airflow, Hyperopt/Optuna, Great Expectations) in Python
- Experience building GenAI agentic workflows using Langchain or smolagents
- Basic familiarity with Dashboarding tools (PowerBI, Tableau)
- Strong understanding of DevOps methodologies (CI/CD) and experience implementing GitHub Actions or similar workflows
- Experience serving models with APIs using Flask or FastAPI
- Experience with cloud platforms (AWS, Azure, GCP) and containerization (Docker, Kubernetes)
- Extremely high attention to detail and rigor
- English language proficiency at least B2 level
Nice to have:
- French language proficiency A2/B1
Obowiązki
- Create continuous integration templates tailored for model development ensuring version control, testing, and reproducibility of actuarial pricing models and datasets
- Close work with ML Engineering team and actuaries to audit and optimize reliability and scalability of model training pipelines
- Develop monitoring strategies to track performance, reliability, and efficiency of the system
- Manage end-to-end operation of AI platform to guarantee high availability, responsive performance, and secure data handling during document ingestion and processing
- Oversee integration and management of cloud resources to optimize cost, performance, and compliance with security standards
Oferta
- Private medical care
- Co-financing for sports card
- Constant support of dedicated consultant
- Employee referral program
Karta sportowa
Opieka zdrowotna
Bonusy
DCG
336 aktywnych ofert