Associate Staff Engineer, Generative AI

REQUIREMENTS:

• Total experience 5+ years.
• Deep understanding of Generative AI fundamentals and transformer-based architectures.
• Strong working experience in Lang Chain and Prompt Engineering.
• Expertise in Generative AI and Retrieval-Augmented Generation (RAG).
• Proficiency in OpenAI APIs/models.
• Hands-on experience with open-source AI libraries such as Hugging Face and TensorFlow.
• In-depth knowledge of NLP, deep learning architectures, and ML algorithms.
• Proficient in Python and experience with AI solution deployment.
• Experience working with cloud platforms like AWS, Azure, or Google Cloud.
• Experience building agent-based AI applications using Lang Graph, Auto Gen, Crew AI, or React.
• Strong grasp of agent lifecycle management, tool orchestration, and multi-agent collaboration.
• Familiarity with goal decomposition, task planning, and autonomous reasoning.
• Ability to integrate external tools/APIs/plugins dynamically into agent workflows.
• Understanding of Chain-of-Thought (CoT) reasoning, self-reflection loops, and memory-aware agents.
• Exposure to RLHF and AI safety practices for autonomous systems.
• Experience in modularizing components for task-specific composable agent design.
• Excellent communication skills and the ability to collaborate effectively with cross-functional teams.

RESPONSIBILITIES:

• Understanding the client’s business use cases and technical requirements and be able to convert them into technical design which elegantly meets the requirements.
• Mapping decisions with requirements and be able to translate the same to developers.
• Identifying different solutions and being able to narrow down the best option that meets the clients’ requirements.
• Defining guidelines and benchmarks for NFR considerations during project implementation.
• Writing and reviewing design document explaining overall architecture, framework, and high-level design of the application for the developers.
• Reviewing architecture and design on various aspects like extensibility, scalability, security, design patterns, user experience, NFRs, etc., and ensure that all relevant best practices are followed.
• Developing and designing the overall solution for defined functional and non-functional requirements; and defining technologies, patterns, and frameworks to materialize it.
• Understanding and relating technology integration scenarios and applying these learnings in projects.
• Resolving issues that are raised during code/review, through exhaustive systematic analysis of the root cause, and being able to justify the decision taken.
• Carrying out POCs to make sure that suggested design/technologies meet the requirements.

Bachelor’s or master’s degree in computer science, Information Technology, or a related field.