Responsibilities:
As a Research Scientist on the team, you will work on research projects in collaboration with internal and external researchers and with applied engineering teams. You will be integral to 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.
Your output will result in publications in AI/ML conferences and journals, high-impact business applications, and/or open source software, patents.
As a member of the AI research community, you will also have the opportunity to participate in relevant top-tier academic conferences to broaden the impact of your contributions.
Preferred Qualifications:
- PhD in Computer Science (especially AI/ML) or related fields
- Research publications in prominent AI/ML venues; e.g., conferences, journals
- Experience in one of the following areas: Reinforcement Learning (RL) and Multi-Agent Reinforcement Learning (MARL); Deep Learning with Transformers.
- Experience with ML platforms such as Tensorflow/Keras, PyTorch, JAX, etc.
Minimum Requirements:
- Masters degree in Computer Science, Statistics, Engineering or related fields
- Extensive programming skills in Python, Java or C++
- Proficient understanding of fundamental AI and ML techniques; e.g., A*, regularization
- Practical experience with statistical data analysis and experimental design
Professional Skills:
- Curiosity, creativity, attention to detail, resourcefulness and a collaborative spirit
- Clear and effective verbal and written communication skills
- Demonstrated ability to work on multi-disciplinary teams with diverse backgrounds
- Interest in problems related to the financial services domain (specific past experience in the domain is not required)
About us
J.P. Morgan is a global leader in financial services, providing strategic advice and products to the world’s most prominent corporations, governments, wealthy individuals and institutional investors. Our first-class business in a first-class way approach to serving clients drives everything we do. We strive to build trusted, long-term partnerships to help our clients achieve their business objectives.
We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at our company. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. In accordance with applicable law, we make reasonable accommodations for applicants’ and employees’ religious practices and beliefs, as well as any mental health or physical disability needs.
About the Team
The Corporate & Investment Bank is a global leader across investment banking, wholesale payments, markets and securities services. The world’s most important corporations, governments and institutions entrust us with their business in more than 100 countries. We provide strategic advice, raise capital, manage risk and extend liquidity in markets around the world.
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