Lead AI DevOps/SRE

Jobs
EPAM Systems

EPAM Systems

- Full Time

🌎 Remote

Posted on: 10 December, 2024

Lead AI DevOps/SRE

We are currently seeking an experienced Lead AI DevOps/SRE to join our team.

In this pivotal role, you will collaborate closely with data scientists and software developers to ensure seamless integration and optimize the operational efficiency of our AI deployments. Your expertise will be pivotal in deploying, maintaining, and scaling our cutting-edge AI solutions, encompassing LLMs and RAG systems.

As a key team member, you will spearhead both traditional DevOps responsibilities and innovative approaches to MLOps. Your proactive involvement will be essential in driving the success of our AI initiatives and maximizing their impact across the organization.

This position offers hybrid setup with the flexibility to work from any location in Lithuania, whether it’s your home or our dynamic offices in Vilnius and Kaunas.

RESPONSIBILITIES

  • Implement and maintain CI/CD pipelines for AI and machine learning projects, ensuring robust deployment strategies and continuous integration
  • Monitor and ensure the reliability, availability, and performance of AI applications, particularly those involving LLMs and RAG
  • Collaborate with AI research teams to operationalize machine learning models and systems efficiently
  • Develop and enforce best practices for version control, configuration management, and testing of AI-driven software solutions 
  • Utilize MLOps tools such as Kubeflow, MLflow, or TensorFlow Extended (TFX) to streamline the machine learning lifecycle from experimentation to production
  • Implement monitoring solutions that track both system metrics and model performance to facilitate proactive issue resolution
  • Participate in on-call rotations to support the operational health of critical systems, employing SRE principles to meet service-level objectives (SLOs) and reduce downtime

REQUIREMENTS

  • Bachelor’s degree in Computer Science, Engineering, or a related field
  • Proven experience as a DevOps Engineer or SRE, with a strong background in software development and automation
  • Expertise in deployment and management of LLMs, including technologies like RAG
  • Proficient in CI/CD tools (Jenkins, GitLab CI, CircleCI) and infrastructure as code (Terraform, Ansible)
  • Solid knowledge of container orchestration technologies (Kubernetes, Docker)
  • Familiarity with MLOps tools and practices to support machine learning lifecycle management

NICE TO HAVE

  • Experience with cloud services (AWS, GCP, Azure), particularly in AI/ML deployments
  • Background in monitoring tools like Prometheus, Grafana, and ELK stack
  • Understanding of Python, particularly in data science and machine learning contexts
  • Certification in Kubernetes, AWS/GCP/Azure, or similar technologies

WE OFFER

  • Engineering Heritage: Best-in-class experts sharing a culture of engineering excellence and tackling complex engineering challenges for over 30 years
  • Advanced Tech Stack: Innovative projects where you can apply or enhance your expertise in Cloud, Data, AI, and other emerging technologies
  • World-Class Clients: Work closely with 295+ of the Forbes Global 2000 on creating disruptive solutions that make a global impact
  • Professional Growth: Exceptional support for career development with comprehensive resources for upskilling or reskilling in pioneering practices
  • GenAI Community: Strong AI competencies with 600+ experts across 55+ locations driving GenAI-enabled transformation journeys
  • Entrepreneurial Culture: If you’re passionate and dedicated to improving business transformation, we provide the support you need to bring your ideas to life
  • Hybrid Setup: The flexibility to work from any location in Lithuania, whether it’s your home or our dynamic offices in Vilnius and Kaunas
  • Other Benefits: Additional vacation and trust days, private health insurance, Employee Stock Purchase Plan and more

Tags:
ai
ml
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