MLOps Specialist
vor 1 Monat
Description
ABOUT THE ROLE
We are looking for an experienced MLOPs engineer to come on board and support our operations in Zurich.
Join a newly formed centralized MLOps team to build/support tools and setup automation that improve the efficiency and productivity of data scientists. Work closely and support data scientists and engineers in delivering solutions that bring cost savings to our client.
Embrace this thrilling opportunity and shape the future of quality engineering with EPAM.
Responsibilities
Automating the packaging of models and deployment into an environment with traceability on model version, experimentation and control checks Enable continuous model monitoring to track model performance metrics (accuracy), detect performance and data drift Generate anomaly and impact alerts where there is data quality or model degradation Establish security protection (malicious code execution, prompt injection attacks, data leakage, access control, encryption in transit/rest, IAM, etc.) in the ecosystem Assist in decoupling the AI model from the hosting IT application
Requirements
Able to code (or learn quickly) multiple languages, such as Python, Java, Javascript, HTML, Golang, etc Must know CI/CD pipelines and Agile frameworks, preferably with the MLOps context Familiar with technologies such as: SciKit-Learn, TensorFlow, Torch, ChatGPT, Llama, LangChain (or equivalent), RAG, Model Security, Jupyter Notebook / JupyterLab, Unit Testing, Integration Testing, E2E Testing, ETL/ELT, Python Virtual Environment, Containerization with Docker/Podman, GitLab, Azure DevOps, Kubernetes, Azure Load Balancer, Communication Standards, Communication Security, Non-functional KPIs (performance, scalability), Splunk, Graphana, Kubernetes Container Monitoring Produce secure and clean code that is stable, scalable, operational and well-performing Understand the security principles in the banking systems and be up to date with the latest standards (security, best practices) in IT Knowledge in SQL, NoSQL, Vector DB, Graph DB is an advantage Proficient communication skills in English are a must, while knowledge of the German language is a significant advantage
We Offer
EPAM Employee Stock Purchase Plan (ESPP) Enhanced parental leave Extended pension plan Daily sickness allowance insurance Employee assistance program Referral program Hybrid working opportunities Global business travel medical and accident insurance Great learning and development opportunities, including in-house professional training, career advisory and coaching, sponsored professional certifications, well-being programs, LinkedIn Learning Solutions and much more EPAM Switzerland was named a Top Company , & by Kununu for its people centric culture built on life-long learning Certain benefits and perks may be subject to eligibility requirements
About EPAM
EPAM is a leading global provider of digital platform engineering and development services. We are committed to having a positive impact on our customers, our employees, and our communities. We embrace a dynamic and inclusive culture. Here you will collaborate with multi-national teams, contribute to a myriad of innovative projects that deliver the most creative and cutting-edge solutions, and have an opportunity to continuously learn and grow. No matter where you are located, you will join a dedicated, creative, and diverse community that will help you discover your fullest potential
Additional
Please note that any offers will be subject to appropriate background checks We do not accept CVs from recruiting or staffing agencies For this position, we are able to consider applications from the following: Swiss nationals EU/EFTA nationals Third-country nationals based in Switzerland with an appropriate work permit Displaced people from Ukraine who are currently in Switzerland and hold, or have already applied for, S permitsWir haben weitere aktuelle Stellen in diesem Bereich, die Sie unten finden können
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