Research Scientist, Reinforcement Learning at Basis

New York, New York, United States

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$120,000 – $180,000Compensation

Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

AI Research, NonprofitIndustries

Requirements

Holding a PhD in computer science, artificial intelligence, machine learning, cognitive science, or related fields
Strong background in reinforcement learning, planning, MDPs, optimal control, and sequential decision making
Experience in developing AI systems that combine neural and symbolic methods (highly valued)
Interest in foundational AI research and its applications to modeling, abstraction, and reasoning
Demonstrated track record in scientific research, evidenced through publications, technical reports, or impactful software projects
Excited about solving real world problems and having positive societal impact
Technically excellent, values probing concepts at their foundations, enjoys rigorous science while tinkering and exploring ideas
Enjoys collaborative work internally and with external partners on large problems

Responsibilities

Conduct independent and collaborative research focused on the MARA project
Develop new methods and algorithms for reinforcement learning, planning, and decision-making in AI systems
Apply these methods to concrete challenges such as AutumnBench, physical and simulated robotics environments, and other domains
Disseminate research findings through academic publications and presentations at leading conferences
Provide mentorship to junior team members and contribute to the scientific discourse through seminars, workshops, and collaborative projects
Develop and maintain open-source software
(Optionally) Publish and present findings in journals and conferences
Contribute to the culture and direction of Basis

Skills

Key technologies and capabilities for this role

Reinforcement LearningModel-based RLPlanningExploration StrategiesAIMachine LearningMathematical PrinciplesComputational Principles

Questions & Answers

Common questions about this position

What is the salary range for the Research Scientist position?

The salary range is $120K - $180K.

Is this a remote position or does it require office work?

This information is not specified in the job description.

What skills and experience are required for this role?

Candidates need a PhD in computer science, AI, machine learning, cognitive science, or related fields, a strong background in reinforcement learning, planning, MDPs, optimal control, and sequential decision making, plus experience combining neural and symbolic methods is highly valued.

What is the company culture like at Basis?

Basis emphasizes collaboration both internally and with external partners, values technically excellent people who probe concepts at their foundations, aspire to rigorous high-quality science while tinkering and exploring radical ideas, and puts human values first in a new kind of collaborative organization.

What makes a strong candidate for this Research Scientist role?

Strong candidates hold a PhD in a relevant field, have expertise in reinforcement learning, planning, MDPs, optimal control, and sequential decision making, experience with neural and symbolic AI systems, and a passion for foundational AI research in modeling, abstraction, and reasoning.

Basis

Platform for developing financial applications

About Basis

Basis provides a platform that assists businesses in creating financial applications. The platform includes a variety of tools and integrations that simplify the process of building, testing, and deploying these applications. Clients, which range from financial institutions to fintech startups, can access the platform through a subscription model, paying for its features and support. Basis distinguishes itself from competitors by focusing on streamlining the development process and offering custom solutions tailored to the specific needs of its clients. The company's goal is to empower businesses to innovate and enhance their financial operations through improved application offerings.

1688 Pine St UNIT E211, San Francisco, CA 94109, USAHeadquarters

2022Year Founded

$6MTotal Funding

SEEDCompany Stage

Enterprise Software, FintechIndustries

1-10Employees

Risks

Emerging fintech startups offer similar tools at lower costs.

Regulatory scrutiny on data privacy may increase compliance costs.

Economic downturns could reduce demand for Basis's services.

Differentiation

Basis provides real-time cash flow profiles for B2B lenders.

The platform integrates data from revenue, accounting, and banking sources.

Basis offers a subscription-based model with premium services and custom solutions.

Upsides

Increased demand for real-time financial data analytics benefits Basis's offerings.

The rise of embedded finance aligns with Basis's focus on lending stacks.

Open banking trends enhance Basis's cash flow profile accuracy.

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