AI Research Scientist - Senior Associate
AI Research Scientist - Senior Associate
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Job Description
The Chief Data & Analytics Office (CDAO) at JPMorgan Chase is responsible for accelerating the firms data and analytics journey. This includes ensuring the quality integrity and security of the companys data as well as leveraging this data to generate insights and drive decision-making. The CDAO is also responsible for developing and implementing solutionsthat support the firms commercial goals by harnessing artificial intelligence and machine learning technologies to develop new products improve productivity and enhance risk management effectively and responsibly.
As an AI Research Scientist - Senior Associate on the AI Research team you will conduct end-to-end research typically within a specialized focus area and collaborate on multiple research projects with internal and external researchers and applied engineering teams. Your output will result in high-impact business applications open-source software patents and/or publications in AI/ML conferences and journals. The goal of J.P. Morgan AI Research is to explore and advance cutting-edge research in AI including ML as well as related fields like Cryptography impacting clients and businesses with a team of experts located in New York London Madrid Parisand the Bay Area. Conducting AI research in financial services offers unique and exciting opportunities for impact to both J.P. Morgan and the broader AI community.
Job responsibilities
- Conduct end-to-end research typically within Agents Reasoning (including AI heuristic search planning scheduling constraint reasoning) Knowledge representation and Learning
- Collaborate with internal and external researchers and with applied engineering teams
- Engage in all aspects of the research lifecycle such as formulating problems gathering data generating hypotheses developing models and algorithms conducting experiments synthesizing results building prototype applications and communicating the significance of your research
- Produce outputs that lead to high-impact business applications open source software patents and/or publications in top AI/ML conferences and journals
- Participate in relevant top-tier academic conferences to broaden the impact of your contributions
Required qualifications capabilities and skills
- PhD in Computer Science or related field or a MS in Computer Science or related field with commercial experience in the field
- Research publications in prominent AI venues; e.g. conferences journals
- Strong expertise in one or more specialized areas of relevance e.g. heuristic search planning agent-based architectures hybrid systems knowledge representation
- Proficiency with rapid prototyping and disciplined software development processes
- Expertise in software engineering within collaborative project settings
Preferred qualifications capabilities and skills
- Expertise in synthetic data generative AI protecting our customers clients and institutional knowledge (e.g. differential privacy machine unlearning membership/reconstruction attacks) LLM alignment and behavior modeling using RL bandit techniques watermarking. time-series reasoning and foundational models)
- Extensive programming skills in Python (required) Java or C
- Interest in problems related to the financial services domain
Required Experience:
Senior IC
Employment Type
Full-Time
