Machine Learning Scientist, AI Explainability
SESWoburn, Massachusetts
Full Time
Posted November 14, 2024
$150k - $250k
Electric Vehicles
Remote
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Application opens on company website
Job Description
The Machine Learning Scientist at SES AI will focus on AI explainability and the reasoning processes of large language models to enhance lithium-metal battery technology. The role involves conducting research, collaborating with multidisciplinary teams, and applying advanced techniques to improve AI systems' understanding and interpretation of data.
Key Responsibilities
- Conduct research on the explainability of large language models and their reasoning processes.
- Investigate mechanisms of LLMs in problem-solving and planning for battery design.
- Apply causal graphs and neuroscience-inspired methodologies to enhance LLM reasoning capabilities.
- Collaborate with a multidisciplinary team to integrate findings into AI solutions for battery material discovery.
- Publish research findings in top-tier journals and present at conferences.
Requirements
- MS or PhD in Computer Science, Statistics, Computational Neuroscience, Cognitive Science or a related field, or equivalent practical experience.
- Strong foundational knowledge and practical experience in Machine Learning, Deep Learning, and Large Language Models.
- Proficiency in utilizing causal graphs for AI research and application.
- Demonstrated experience in AI explainability, with a focus on mechanistic interpretation and representation engineering.
- A solid track record of innovative research, preferably with published work in relevant areas.
- Proficient in programming languages relevant to machine learning, with a strong preference for Python.
- Experience with deep learning frameworks such as PyTorch or Tensorflow.
- Excellent problem-solving abilities and a passion for tackling complex technical challenges.
- The ability to communicate complex concepts clearly and effectively to both technical and non-technical team members.
Benefits & Perks
Compensation/salary range: 150,000 to 250,000
Company paid Health and Dental insurance
Ability to add dependents to insurance
Global travel insurance for employees traveling while on business
Company sponsored retirement plan with 100% vesting and up to 5% match
Life and AD&D Insurance
Employee Assistance Program
Six Paid Holidays and one floating holiday per quarter (equivalent to 4 per calendar year)
10 accrued vacation days per calendar year that increases with tenure
Bonus Equity based on position and eligibility requirements
Remote work position
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