
ML Ops Engineer
- Θεσσαλονίκη
- Μόνιμη
- Πλήρης Απασχόληση
- Deliver AI/ML models to production by following high-standard MLOps processes, including Continuous Integration and Continuous Delivery (CI/CD) practices.
- Develop and maintain scalable machine learning infrastructure on cloud platforms.
- Design and implement containerized applications using technologies like Kubernetes and Docker.
- Build and manage APIs, ensuring they are scalable and efficient for multi-threaded or batched processing.
- Collaborate with software development teams to integrate machine learning models into production environments.
- Write clean, efficient, and Pythonic code, adhering to software design best practices.
- Bachelor's or Master's Degree or Ph.D. in Computer Science, Electrical Engineering or another quantitative field preferred.
- At least 2 years of experience as a MLops Engineer or in a similar role.
- Experience working on cloud platforms such as Azure (preferably), AWS, or GCP.
- Experience building software on top of containerization technology (Kubernetes, Docker etc.), and familiarity with frameworks/tools such as FastAPI, Uvicorn.
- Familiarity with Continuous Integration tools such as Jenkins.
- Experience with architecting and consuming APIs in a scalable (multi-threaded/batched) fashion.
- Deep expertise in Python for ML, with proficiency in writing Pythonic code and relevant software design best practices. Familiarity with machine learning libraries for Python (FastAPI, FlaskAPI, scikit-learn, Pandas, SciPy, NumPy, PyTorch, TensorFlow, Hugging Face Transformers, etc.).
- Understanding of modern machine learning techniques and algorithms, particularly those relevant to transformers and large language models.
- Experience with Databricks jobs and deployments is a plus.
- Familiarity with business processes, preferably within the insurance industry.
- Confident in decision-making, with the ability to articulate processes or choices as needed.
- Strong motivation and a proactive approach to problem-solving.
- Excellent communication and interpersonal skills, enabling effective teamwork and collaboration.
- Flexibility and willingness to travel as needed.
- Fluency in English; additional languages a plus.
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