ML Engineer Bucuresti

ML Engineer
Bucureşti
Bucuresti, Full Remote, 010073, Romania

Salary: 12. 000 - 16. 000 RON net per month

• Technical Skills
• Strong experience in Python development.
• Expertise with Google Vertex AI and its Python SDK.
• Proficiency in model deployment, monitoring, and lifecycle management.
• Experience with MLOps tooling and best practices.
• Hands-on experience with Docker for containerization.
• Familiarity with cloud-based data processing using GCP BigQuery.
• Version control knowledge (Git, GitLab).
• Strong data manipulation skills using pandas.
• Understanding of SQL and NoSQL databases.
• Familiarity with Kubernetes and container orchestration.
• Experience with machine learning frameworks such as XGBoost and Scikit-learn.
• Knowledge of FastAPI for API development.
• Other Skills
• Experience working in Agile teams.
• Excellent problem-solving and analytical skills.
• Strong teamwork and collaboration

• Responsibilities
• Develop and deploy machine learning models on Google Vertex AI.
• Optimize model inference performance to ensure predictions within milliseconds.
• Collaborate with data scientists to transform prototypes into production-ready solutions.
• Research and implement suitable ML algorithms and tools.
• Design and manage the ML model lifecycle, including deployment, monitoring, and retraining.
• Implement best practices in MLOps to streamline the deployment pipeline.
• Conduct statistical analysis and fine-tuning based on test results.
• Ensure scalable and efficient processing of large datasets.
• Work closely with software engineers and DevOps teams to integrate ML solutions.

• AI
• API
• BigQuery
• Cloud
• DevOps
• Docker
• FastAPI
• GCP
• Git
• GitLab
• Kubernetes
• Machine Learning
• NoSQL
• Python
• SQL
• pandas

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