Amazon.com Services LLC
Technology
Sr.AppliedScientist,AGI
Neural analysis suggests this role is
optimal for Senior candidates.
“Sr. Applied Scientist, AGI at Amazon.com Services LLC. Skills: Information retrieval, Ranking, Machine learning, Deep learning. Develop novel retrieval and ranking models. Improve model performance”
What You'll Achieve.
Delight customers; Deliver value to customers
Industry & Context.
Debug models; Troubleshoot models
What They're Looking For.
Must Have
3+ years ML models experience, Master's degree and 6+ years applied research, Programming in Java, C++, Python, Experience with neural deep learning, Experience with large scale ML systems, Experience conducting research in corporate setting
Nice to Have
Modeling tools experience, Large scale distributed systems experience
What You'll Do.
Develop novel retrieval and ranking models
Improve model performance
Improve content understanding models
Improve query understanding models
Deliver improved signal to retrieval and ranking
Partner with content acquisition teams
Partner with client teams
Ensure dependencies are met
Deliver value to end customers
Enhance information grounding
Develop science roadmaps
Remain active in academic research
Coach junior scientists
Set up mechanisms for team success
Work with dependency teams
How You'll Work.
Team & Collaboration
Team of scientists; Partnering with engineering; Partner with content acquisition; Partner with client teams; Work with customers; Work with dependency teams
Process & Methodology
Research roadmaps
Full Job Description
Amazon’s Artificial General Intelligence (AGI) organization is developing a next-generation web-scale information retrieval 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 IR, having a massive customer impact, this might be the role for you! As a Sr. Applied Scientist, you will work with smart, passionate colleagues in a fast-paced environment. You will invent, develop, and help deploy novel, scalable algorithms to advance the state-of-the-art in our IR stack. 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 You will lead a team of scientists to improve our RAG applications. You will be responsible for: (i) developing novel retrieval and ranking models and partnering closely with engineering to improve model performance; (ii) improve content and query understanding models to deliver improved signal to retrieval and ranking models; (iii) partner closely with content acquisition and client teams to ensure our dependencies are met and we’re delivering value to the end customers, enhancing information grounding for LLMs; (iv) develop science roadmaps for critical web search components; (v) publish your work and remain active in the academic communities; (vi) coach and develop junior scientists. A day in the life A mix of (i) technical deep dives: working with the team to develop the right models, setup good experiments, debug models, etc. (ii) coaching and development: providing feedback, setting up mechanisms to ensure the team’s success, and (iii) working with customers and dependency teams to ensure
Applying for this Sr. Applied Scientist, AGI role?
Most applicants get filtered before a human reads their resume. See if yours makes the cut.
ANONYMOUS · UNFILTERED
What do employees actually say about Amazon.com Services LLC?
Real rants from real employees. Read before you apply.