MLOps Specialist

Farkas Kiss Endre legjobb állása EPAM Systems

Bewerbung fur Senior Full Stack Developer

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Lieber EPAM Systems!

Ich möchte mich bei Ihrem Unternehmen als MLOps Specialist bewerben. 
Ich bin ein Fullstack-Entwickler, bei dem ich meine 10-jährige Erfahrung mit verschiedenen Technologien einsetzen kann.

Ich habe meinen Lebenslauf an diese E-Mail angehängt.

Wir freuen uns darauf, von Ihnen zu hören!


Endre Farkas Kiss "Sodika"
Java and PHP Fullstack Developer, Nudist, Vlogger

https://www.linkedin.com/in/farkas-kiss-63bb9210a
https://sodika.org

Álláshirdetés szövege

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 2022, 2023 & 2024 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 permits