Overview
Are you passionate about investigating the fundamental questions of intelligence, knowledge, and understanding? As a Research Scientist, you will collaborate with internal and external researchers to develop software with human-level intelligence. You will be supported by a team of research engineers as you explore cutting-edge research areas and contribute to our mission of advancing artificial intelligence.
Research Areas of Interest
- Reinforcement Learning (RL) methods for Large Language Models (LLMs)
- Code verification and test generation
- Improvements to chain of thought processes
- Decoding time algorithms for LLMs
- Synthetic data generation
- Language model interfaces to code
Responsibilities
- Research Leadership: Investigate fundamental questions of intelligence, knowledge, and understanding to develop human-level AI.
- Collaboration: Work collaboratively with internal and external researchers to advance our research goals.
- Mentorship: Mentor a small team of research engineers, guiding their development and contributions.
- Experimentation: Design and run machine learning experiments to test hypotheses and advance understanding in the research areas of interest.
- Communication: Clearly communicate research ideas and intuitions to both technical and non-technical audiences.
Program Coordination: Create and coordinate a research program to address key research questions effectively.
Requirements
- Accomplished Researcher: A highly accomplished machine learning researcher with a track record of high-quality papers at top conferences (e.g., NeurIPS, ICML, ICLR) or equivalent accomplishments in the industry.
- Research Question Design: Skilled at formulating research questions that clarify the nature of the problem and coordinating a program to answer them.
- Experimentation Expertise: Extremely comfortable designing and running machine learning experiments.
- Effective Communicator: Able to articulate ideas and intuitions clearly and effectively.
- Mentorship Ability: Excited to mentor and develop a small team of research engineers.
Requirements
Required Skills:
- Python programming
- PyTorch and training deep neural networks
- Open source code development
- Conducting experiments and testing research-based improvements
- Understanding of LLM knowledge and inference
- Working with infrastructure for monitoring and logging
- Improving training and evaluation datasets
- Accomplished machine learning researcher (e.g., high-quality papers at top conferences like NeurIPS, ICML, ICLR, or equivalent industry accomplishments)
- Creating research questions and coordinating research programs
- Running ML experiments
Benefits
Benefits
- Competitive Salary: $275,000 - $475,000 annually.
- Health Insurance: Premium medical, dental, and vision coverage.
- Retirement Plans: 401(k) plan with company matching.
- Paid Time Off: Generous PTO policy including vacation, sick leave, and holidays.
- Professional Development: Access to conferences, workshops, online courses, and tuition reimbursement for continuous learning and career growth.
- Flexible Work Arrangements: Options for remote work and flexible scheduling to support work-life balance.
- Parental Leave: Paid parental leave for new parents.
- Wellness Programs: Comprehensive wellness programs including mental health resources, fitness reimbursements, and wellness workshops.
- Employee Assistance Program: Support for personal and professional issues through our EAP.
- Stock Options: Equity options to share in the companyโs success.
- Commuter Benefits: Pre-tax commuter benefits for public transportation and parking.
- Technology Stipend: Annual stipend for tech equipment and home office setup.
- Company Events: Regular team-building activities, social events, and company retreats.
- Healthcare Savings Account (HSA): Company contributions to an HSA for eligible employees.
- Life and Disability Insurance: Comprehensive life and disability insurance plans.
- Relocation Assistance: Support for relocation expenses to help you move closer to our offices.
- Childcare Support: Subsidies or reimbursements for childcare services.
- Sabbatical Leave: Eligibility for sabbatical leave after a certain period of service.
- Diversity and Inclusion: Commitment to fostering an inclusive and diverse workplace.
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