Generative AI Research Senior Engineer

2 weeks ago

Pune, India Citi Full time
We are Citi’s ICG Technology Strategy team, a start-up with the exciting mission of shaping the direction of travel for the ICG by defining the tech and engineering strategy for the bank. We are a team of talented engineers, product managers and tech SMEs, taking ambiguous concepts and making them real by engineering cutting edge products at planetary scale We are solely focused on the most modern technology and engineering disciplines such as generative AI, cloud, security, modern app stacks (with Golang, Gatekeeper), open source and the latest and greatest in the Kubernetes ecosystem.Generative AI is a relatively new and growing space, as a result, we ask that you share with us a specific AI engineering projects on LLMs that you’re proud of in your application. Ideally these projects should show off complex and clever architectures or a systematic evaluation of an LLM’s behaviour.You might be a good fit if youSeize the opportunity to explore gen AI, machine learning and its real-world applications at scale. Jump inRapidly prototype ideas, approaches and methods in the AI space.Read, implement and improve the latest papers in the AI fieldA relentless passion to learn more and go deep into machine learning and generative AI concepts, bringing your research to engineer products that shape Citi’s future.Be a game-changer, ready to step beyond your designated roleBring your deep-dive software engineering expertiseThrive in a results-driven environment, where flexibility fuels impactLove the synergy of pair programming? So do weWhat you’ll do within the Tech Strategy team:Contribute to the research and conceptual builds of Generative AI products,Design and build high-quality, highly reliable products with user experience at the centreBe responsible for turning research insight into best-in-class AI platforms for the bankCreating firsts in the Generative AI space for Citi as part of the team that defines the strategic direction for the bankContinually iterate and scale Generative AI products, whilst continually researching the advancements in technology and listening to the needs of the customers (internal)Mentor and nurture other engineers to help them grow their skills and expertiseExperience that will help you succeed in this roleA well-known contributor to opensource and always thinking out of the box tooling, using and standardizing with methods of creating APIs , ML/Ops automation and more.Exp is 12+ YRSHave experience supporting fast-paced startup engineering teamsUnderstanding of language models and transformersHave used LangChain and even contributed to the project.Fluency in at least two programming language, with preference for Python, JavaScript/Typescript, GolangExperience designing control and sandboxing systems for AI researchPytorch or TensorFlow experienceExperience maintaining and/or contributing to bug bounty and responsible disclosure programsRich understanding of vector stores and search algorithmsLarge-scale ETL developmentDirect engineering experience of high performance, large-scale ML systemsDeep hands on knowledge of Kubernetes, developing backend platforms and engineering APIs that scaleHands on MLOps experience, with an appreciation of the end-to-end CI/CD processWhat we believe inWe do not have boundaries between engineering and research, and we expect all our technical staff to contribute to both as needed.We take a product-focused approach and care about building solutions that are robust, scalable, and easy to use.We enjoy working in a fast-paced team tackling cutting-edge problems by constantly testing and learning.We enjoy pair programming for our products, we are lean in our approach and remove bureaucracy where we see it.We believe in delivering fast, iterating and pivot as we go, rather than defining the perfect solution upfront.------------------------------------------------------Job Family Group:Technology

------------------------------------------------------Job Family:Applications Development

------------------------------------------------------Time Type:Full time

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