Senior Principal Applied Scientist, Generative AI
4 weeks ago
We are building a core dedicated team specialized in applied deep learning in Large Language Models (LLM) and Generative AI, with high visibility to senior leadership and influence on company-wide businesses in this pioneering AI area. We are looking for candidates who are passionate about building innovative technologies to solve real-world problems and have an outstanding technical background in LLMs, or alternately in deep learning, especially natural language processing (NLP), to join our team.
You will work closely with our strategic customers, both internal and external, helping them develop end-to-end solutions and apply Generative AI, as well as other ML models to their business scenarios. You will partner with inbound product management, engineering, research, and sales teams to help customers be successful using our products and influence our roadmap.
Our future colleague will bring a passion for innovative products, strong collaboration skills and the ability to work closely with both external customers and internal teams, as well as hands-on experience as a data scientist applying AI to solve business problems
What we offer
Being part of one of the most transformational and purposeful organizations in Oracle, collaborating with talented peers with diverse backgrounds worldwide.
High visibility to senior leadership, as well as technical leaders and partners.
Opportunity to build state-of-the-art technologies in large language models and Generative AI at scale.
Close partnership with product managers and software engineers to deploy solutions into production in various business-critical scenarios.
Building performance evaluations of Generative AI systems for continuous improvement and alignment with stakeholders' growing expectations.
Core Responsibilities
Develop, implement, and optimize large language models and Generative AI technologies, including training/finetuning and computation optimizations.
Collaborate with software engineers to deploy LLM and other Generative AI models into production environments.
Stay up to date with the latest advancements in the field of Generative AI.
Collaborate with multi-functional teams to drive the development and adoption of LLM and Generative AI solutions across various organizations in the company.
Work directly with key customers and accompany them on their AI journey – understanding their requirements, help them envision and design the right solutions and work with their engineering and data science team to remove blockers and translate feedback into actionable items for individual service owners.
Design and build solutions to help customers reach successful pilots, PoCs and production deployments with our Generative AI and Data Science technologies.
Consolidate learnings from these strategic engagements and present to the inbound product management teams to improve their products and platforms.
Build re-usable solution patterns and reference solutions / showcases that can apply across multiple customers
Be an enthusiastic, self-motivated, and phenomenal collaborator with a can-do attitude
Be a product evangelist - engage directly with customers and partners, participate and present in external events and conferences, when required
Preferred Skills
Publications in top-tier deep learning conferences or significant contributions to prominent deep learning repositories
Industrial experience in system design, software development, and production deployment
Excel in transforming ambiguous requirements into actionable plans with deep learning techniques for problem-solving.
First-hand experience with deep reinforcement learning
Experience with the latest technologies in LLM and Generative AI such as parameter-efficient finetuning and instruction finetuning
Familiarity with the latest advancements in computer vision and multimodal modeling such as CLIP, DALL-E2, and diffusion models
Top-tier performance in prestigious deep learning leaderboards or large model-related competitions.
Having an impressive set of GitHub projects or contributions to open-source technologies
Additional Responsibilities
Defines the bar for science practices, and helps teams achieve those goals. Identifies and mitigates risks across full set of systems, particularly at the intersection of business and engineering Innovate AI and ML powered solutions (rich APIs, ML models and end to end services) with strategic ISVs and customers. Develop deep product intuition to influence future product roadmaps and drive decision making. Clearly articulate technical work to audiences of all levels and across multiple functional areas in both internal and external settings. Engage in forward looking research both internal and with academic institutions globally. Invent, implement, and deploy innovative machine learning and/or specific domain industry algorithms and systems. Build prototypes and explore conceptually new solutions. Work collaboratively with science, engineering, and product teams to identify customer needs to create and implement solutions, promote innovation, and drive model implementations. Applies data science capabilities and research findings to create and implement solutions to scale. Responsible for developing new intelligence around core products and services through applied research on behalf of customers. Develops models, prototypes, and experiments that pave the way for innovative products and services. Build cloud services that work out of the box for enterprises, ., decision support, anomaly detection, forecasting and recommendations, natural language processing (NLP), Natural Language Understanding (NLU), Time Series, Automatic Speech Recognition (ASR), Machine Learning (ML), and Computer Vision (CV). Design and run experiments, research new algorithms, and find new ways of optimizing risk, profitability, and customer experience. Conversant on ethical problems in consideration of sciences.
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