Associate Staff Engineer, Generative AI

Summary

Join Nagarro, a Digital Product Engineering company, as a Generative AI expert. You will leverage your 7+ years of experience and deep understanding of Generative AI fundamentals to design and develop cutting-edge AI solutions. Responsibilities include understanding client needs, designing technical solutions, mapping decisions to requirements, and defining guidelines for project implementation. You will also review architecture and design, develop solutions, and carry out POCs. The ideal candidate possesses expertise in LangChain, Prompt Engineering, OpenAI APIs, and various AI libraries. A Bachelor's or Master's degree in a related field is required.

Requirements

• Total experience 7+ 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 (GPT-3, GPT-4, Codex)
• 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
• Exposure to AI ethics, responsible AI practices, and bias mitigation techniques
• Familiarity with GANs, VAEs , and other generative modeling approaches
• Excellent problem-solving, analytical thinking, and communication skills
• Excellent communication skills and the ability to collaborate effectively with cross-functional teams
• Bachelor’s or master’s degree in computer science, Information Technology, or a related field

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