Overview
We are seeking a highly skilled AI Architect to lead the design, development, and deployment of cutting-edge Generative AI solutions, leveraging the latest tools, frameworks, and cloud platforms to solve complex challenges and drive innovation.
Responsibilities
- Design and implement scalable architectures for Generative AI solutions using state-of-the-art tools and cloud platforms
- Develop, fine-tune, and productionize Generative AI and traditional AI/ML models, ensuring optimal performance and stability
- Ensure compliance with governance, security, and ethical AI standards in model development and deployment
- Collaborate with cross-functional engineering teams to deliver seamless and robust AI solutions
- Optimize model performance through effective evaluation methods, leveraging tools like RAGAS and DeepEval
- Integrate vector databases such as FAISS and Qdrant into AI pipelines to enhance information retrieval and storage
- Utilize cloud AI platforms, including AWS, GCP, or Azure, to build scalable solutions
- Apply MLOps practices to streamline development and deployment workflows
- Leverage Generative AI tools including LangChain, LlamaIndex, Hugging Face, PEFT, LoRA, QLoRA, and RAG pipelines for advanced solution-building
- Provide expertise on traditional deep learning methods including LSTM, CNN, and VAE
Requirements
- 12+ years of experience in AI/ML with at least 2 years specializing in Generative AI, LLMs, and agentic systems
- Expertise in neural network architectures such as LSTM, CNN, and VAE
- Proficiency in advanced GenAI tools such as LangChain, LlamaIndex, and Hugging Face
- Skills in leveraging PEFT, LoRA, QLoRA, and RAG pipelines
- Familiarity with vector databases including FAISS and Qdrant
- Proficiency in cloud AI platforms such as AWS, Azure, and GCP, with a solid understanding of MLOps practices
- Knowledge of AI evaluation frameworks such as RAGAS and DeepEval
- Strong coding expertise and a proven problem-solving mindset
- Flexibility to work effectively in cross-functional engineering environments
- English proficiency at B2 level or higher
India
Opportunity to work on technical challenges that may impact across geographies
Vast opportunities for self-development: online university, knowledge sharing opportunities globally, learning opportunities through external certifications
Opportunity to share your ideas on international platforms
Sponsored Tech Talks & Hackathons
Unlimited access to LinkedIn learning solutions
Possibility to relocate to any EPAM office for short and long-term projects
Focused individual development
Benefit package:
- Health benefits
- Retirement benefits
- Paid time off
- Flexible benefits
Forums to explore beyond work passion (CSR, photography, painting, sports, etc.)
[epamgdo] India (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.
[epamgdo] India (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.