Job Description
Job title: Senior Software Developer – GENAI
Company: Experian
We are in search of a dedicated Generative AI Solutions Developer who possesses the expertise to harness the capabilities of large language models (LLMs) such as ChatGPT for business applications. The ideal candidate will utilize the Retriever-Augmented Generation (RAG) architecture and will be proficient in prompt engineering techniques to optimize model performance for specific tasks as well as able to deliver automated actions and workflows. Responsibilities: Develop, optimize, and deploy applications using LLMs to meet specific business requirements and use cases across business units and functions. Implement the RAG architecture to enhance response quality across various applications. Utilize prompt engineering techniques to extract desired outputs from generative models promptly. Collaborate with cross-functional teams to integrate GenAI-driven solutions into business workflows. Stay informed about the latest advancements in GenAI developments and techniques. Contribute to the establishment of best practices for efficient utilization of generative models in business and automation contexts. Mentor and guide team members in comprehending and applying LLMs effectively. Working with leadership and stakeholders to identify AI opportunities and promote strategy Be able to deliver solutions following modern software development practices.
Qualifications Knowledge
Experience & Qualifications Required Skills: Bachelor’s degree in computer science, IT, AI or relevant discipline Solid proficiency (3+ years) in Python and related AI/ML libraries. Hands-on experience with GenAI, LLMs, particularly OpenAI models like ChatGPT, Langchain, and Vector Database/Embeddings. Deep understanding of the RAG architecture and its implementation. Proficient (1+ year) with techniques and methodologies of prompt engineering. Experience with deep learning frameworks such as TensorFlow, PyTorch, or equivalent. Experience of API-based integrations and cloud deployment (e.g., AWS, Azure, GCP). Solid experience (3+ years) with building and maintaining business application API integration (e.g. Salesforce, Oracle) Familiarity with NLP toolkits like HuggingFace Ability to write high-quality, maintainable code and work collaboratively. Consultative skills, including the ability to understand and assist in applying customer requirements, including drawing out unforeseen implications and making recommendations for design, the ability to define design reasoning, understanding potential impacts of design requirements. Knowledge of Agile software development lifecycle, including experience of applying change control procedures and disciplines required. Problem solving with strong analytical skills with the ability to analyze complex requirements and define technical/functional advanced solutions. Excellent communication skills in both verbal and written English.
Desired Skills
Experience with full stack engineering and microservices architecture Experience with SQL/NoSQL databases, containerization, and cloud platforms Experience with process/RPA automation Experience working in an IT Center of Excellence Post Grad or master’s degree in computer science, Artificial intelligence, or Machine Learning Additional Information Experian Careers – Creating a better tomorrow together
Expected salary:
Location: Hyderabad, Telangana – Secunderabad, Telangana
Job date: Sat, 03 Feb 2024 23:23:09 GMT
