Senior/Software Engineer
pubmatic
Job Description
- Provide technical leadership and mentorship to engineering teams while collaborating with architects, product managers, and UX designers to create innovative AI solutions that address complex customer challenges.
- Lead the design, development, and deployment of AI-driven features. Drive end-to-end ownership—from feasibility analysis and design specifications to execution and release—while ensuring quick iterations based on customer feedback in a fast-paced Agile environment.
- Spearhead technical design meetings and produce detailed design documents that outline scalable, secure, and robust AI architectures.
- Ensure that the solutions are aligned with long-term product strategy and technical roadmaps.
- Implement and optimize LLMs for specific use cases, including fine-tuning models, deploying pre-trained models, and evaluating their performance.
- Develop AI agents powered by RAG systems, integrating external knowledge sources to improve the accuracy and relevance of generated content.
- Design, implement, and optimize vector databases (e.g., FAISS, Pinecone, Weaviate) for efficient and scalable vector search, and work on various vector indexing algorithms.
- Create sophisticated prompts and fine-tune them to improve the performance of LLMs in generating precise and contextually relevant responses.
- Utilize evaluation frameworks and metrics (e.g., Evals) to assess and improve the performance of generative models and AI systems.
- Work with data scientists, engineers, and product teams to integrate AI-driven capabilities into customer-facing products and internal tools.
- Stay up to date with the latest research and trends in LLMs, RAG, and generative AI technologies to drive innovation in the company’s offerings.
- Continuously monitor and optimize models to improve their performance, scalability, and cost efficiency.