Remote Machine Learning Scientist, AI Explainability
SES AI Corp
π΅ $150k-$250k
πRemote - Worldwide
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Job highlights
Summary
Join SES AI as a Machine Learning Scientist to conduct groundbreaking research on explainability of large language models and contribute to the discovery of new battery materials.
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 etc
- 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
Responsibilities
- Conduct groundbreaking research on the explainability of large language models and their reasoning processes, drawing parallels with neuroscience to understand the 'thought processes' of AI systems
- Investigate the mechanisms through which LLMs approach problem-solving, planning, and solution generation, particularly in the context of basic battery design questions
- Apply advanced techniques such as causal graphs and neuroscience-inspired AI methodologies to dissect and enhance the reasoning capabilities of LLMs, with the aim of improving accuracy and reducing instances of hallucination
- Collaborate closely with a multidisciplinary team to integrate findings into practical AI solutions that contribute to the discovery of new battery materials and the advancement of lithium-metal battery technology
- Contribute to academic and industry discussions by publishing research findings in top-tier journals and presenting at conferences
Preferred Qualifications
- Experience with AI applications in material science or battery technology
- Familiarity with the latest trends and methodologies in AI research, including neuroscience-inspired models and causal reasoning
Benefits
- Company paid Health and Dental insurance (ability to add dependents)
- 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 a 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
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