Senior Machine Learning Engineer

Role Summary

We are seeking a Senior Machine Learning Engineer with expertise in implementing Python-based data applications in AWS.

You will be responsible for building and deploying CI/CD pipelines for Natural Language Processing and LLM-based applications, ideally using LLM orchestration frameworks. Your experience in the evaluation and monitoring of LLM-based applications will be crucial for the success of our projects.

Responsibilities - Collaborate with internal teams to design and implement Python-based data applications in AWS

• Build and deploy CI/CD pipelines for Natural Language Processing and LLM-based applications
• Evaluate and monitor LLM-based applications for performance and accuracy
• Develop and deploy GenAI applications for language modeling
• Contribute to the design and implementation of MLOps / AIOps for efficient ML model deployment and management
• Utilize SQL for data querying and manipulation
• Stay updated with the latest developments in the field of Machine Learning Engineering

Requirements - At least 3 years of experience in Machine Learning Engineering with a strong focus on Python-based data applications in AWS

• Proven track record of building and deploying CI/CD pipelines for Natural Language Processing and LLM-based applications
• Solid understanding and practical experience with MLOps / AIOps for efficient ML model deployment and management
• Proficiency in SQL for data querying and manipulation
• Experience in developing and deploying GenAI applications for language modeling
• Familiarity with LangChain and/or Llama-index for LLM orchestration
• Ability to evaluate and monitor LLM-based applications for performance and accuracy
• Fluency in English language (B2+ or higher) for effective communication within the team and with stakeholders

Nice to have - Experience in LLM Application Development and Deployment

• Knowledge of LLM Orchestration Frameworks such as Langchain, llama-index, or HuggingFace
• Previous industry experience in Life Sciences & Healthcare

We offer - CONTINUOUS UPSKILLING, LEARNING & DEVELOPMENT: - Diversity of tasks and projects

• Assessment center for objective review of competency level
• Personal development plan
• Mentoring programs and leadership development
• Certification and professional development support
• Access to learning platforms including more than 2,500 internal courses and the LinkedIn Learning library with 20,000+ courses
• English courses taught by certified teachers
• CORPORATE BENEFITS: - Extra leave days
• Referral bonuses
• COMPENSATION PACKAGE: - Competitive compensation paid in USD
• Regular salary and performance reviews
• MEDICAL & HEALTHCARE: - Private health insurance
• Well-being events
• WORKING ENVIRONMENT: - Recreation areas and kitchens
• Tea, coffee, and snacks
• Well-being events
• Sports equipment and game consoles
• IT Equipment
• Microsoft's Software Assurance Home Use Program (HUP)

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.