Job ID: 3005187 | Amazon.com Services LLC
Amazon’s Artificial General Intelligence (AGI) organization is developing a next-generation web search system to support RAG applications across Amazon. We are looking for a Sr. Applied Scientist with expertise in information retrieval (IR) and ranking to join the team!
If you are looking for an opportunity to develop innovative solutions to deep technical problems in web-scale information retrieval (IR), helping to deliver retrieval-augmented generation solutions, having a massive customer impact, this might be the role for you! As a Applied Scientist, you will work with smart, passionate colleagues in a fast-paced environment. You will leverage your expertise in LLMs to develop a state-of-the-art evaluation and document labeling workflow to drive automated evaluations and training data generation. You will keep up with relevant research in the field of IR and publish your work in top-tier conferences. You will develop and help lead the execution of multi-year research roadmaps, enabling the team to focus on the right technical challenges to delight our customers. Key job responsibilities- 3+ years of building machine learning models for business application experience
- PhD, or Master's degree and 6+ years of applied research experience
- Experience programming in Java, C++, Python or related language
- Experience with neural deep learning methods and machine learning
- Experience with modeling tools such as R, scikit-learn, Spark MLLib, MxNet, Tensorflow, numpy, scipy etc.
- Experience with large scale distributed systems such as Hadoop, Spark etc.
- Experience with large scale machine learning systems such as profiling and debugging and understanding of system performance and scalability
- Deep expertise in state-of-the-art LLMs (e.g., Claude, GPT-4, Olympus) and their capabilities as evaluators
- Experience with LLM alignment techniques, including RLHF, DPO, or similar approaches
- Publications at peer-reviewed conferences (e.g. SIGIR, CIKM, ACL, EMNLP, NAACL, NeurIPS, ICLR, ICML)
Amazon is an equal opportunity employer and does not discriminate on the basis of protected veteran status, disability, or other legally protected status.
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