We're looking for a Lead AI Engineer to spearhead our innovative AI initiatives. In this vital role, you'll develop and maintain high-quality code, leverage the latest DevSecOps tools, and conduct advanced AI research. Collaborate with expert teams to refine AI models and implement cutting-edge retrieval strategies, ensuring our solutions are both powerful and practical. If you're ready to lead and transform AI applications, join us in shaping the future.
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Responsibilities
- Write efficient and maintainable code following best practices in software engineering
- Working with DevSecOps tools for deploying and versioning code
- Conduct thorough research and analysis of retrieval techniques, language models, and generative AI methodologies
- Collaborate with data engineers to ensure data pipeline efficiency and accuracy
- Continuously iterate and refine retrieval augmented generation (RAG) methods and processes based on experimentation, analysis, and feedback. This will include embedding, chunking, loading, and search algorithm setup
- Experiment with different retrieval strategies, including information retrieval, nearest-neighbor searches, or knowledge graph-based retrievals, to augment generative AI models
- Algorithm Optimization - Optimize and fine-tune AI models for performance, scalability, and accuracy
- Work closely with cross-functional teams, including product managers, data scientists, and software engineers, to understand requirements and deliver AI-driven solutions
- Present findings and insights to stakeholders and contribute to strategic decision-making
- Document AI models, algorithms, and processes thoroughly
- Prepare technical reports and presentations to communicate results and methodologies
- Stay up to date with the latest advancements in AI and machine learning technologies
- Participate in Agile ceremonies with the team to execute on prioritized projects and features
- Implement automated testing and monitoring techniques to ensure the accuracy and reliability of AI systems
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- At least 4 years of hands-on experience in AI Engineering with a track record of 1 year + technical leadership
- Deep knowledge of machine learning, specializing in large language models (LLMs) and generative AI
- Proficient in Python, with a strong grasp of scientific computing stacks essential for AI development
- Expertise in Natural Language Processing (NLP) techniques and models, including syntax, semantics, and common NLP libraries (e.g., NLTK, Spacy)
- Familiarity with Retrieval Augmented Generation (RAG) and other innovative AI techniques
- Solid experience with building and managing Restful APIs for AI model interaction
- Experienced in using AWS cloud infrastructure and services for deploying and scaling AI applications
- Experienced in implementing CI/CD pipelines to enhance development workflows
- Experience in architecting scalable AI applications is a plus
- Strong English communication skill in both oral and written(B2+)
- Strong communication skills with the ability to explain complex AI concepts to both technical and non-technical stakeholders
- Being a good problem solver and adaptable to new developments in the fast-paced AI field
- Critical thinking skills necessary for analyzing situations, assessing data, and determining the most effective AI strategies
- By choosing EPAM, you're getting a job at one of the most loved workplaces according to Newsweek 2021 & 2022&2023
- Employee ideas are the main driver of our business. We have a very supportive environment where your voice matters
- You will be challenged while working side-by-side with the best talent globally. We work with top-notch technologies, constantly seeking new industry trends and best practices
- We offer a transparent career path and an individual roadmap to engineer your future & accelerate your journey
- At EPAM, you can find vast opportunities for self-development: online courses and libraries, mentoring programs, partial grants of certification, and experience exchange with colleagues around the world. You will learn, contribute, and grow with us
• Here, we summarize the typical journey to finding a job within EPAM.
• Apply and tell us about yourself!
• Go through some standard interviews:
- - General interview with a recruiter
- - Technical interview with our technology experts
- - Manager interview or Offer interview with a hiring manager
• Not sure if you meet all the requirements? No problem. Let's talk anyway and find out more!
• It takes 1 min of application to start the journey with us. Apply now!
Life at EPAM
- EPAM Systems Inc. (EPAM) is a leading digital transformation services and product engineering company.
- 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 various innovative projects that deliver the most creative and cutting-edge solutions, and have an opportunity to learn and grow continuously.