Remote Machine Learning Scientist, AI Explainability
SES AI Corp
π΅ $150k-$250k
πRemote - Worldwide
Please let SES AI Corp know you found this job on JobsCollider. Thanks! π
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
Share this job:
Disclaimer: Please check that the job is real before you apply. Applying might take you to another website that we don't own. Please be aware that any actions taken during the application process are solely your responsibility, and we bear no responsibility for any outcomes.
Similar Remote Jobs
- πUnited States
- πUnited States
- πUnited Kingdom
- π°$150k-$180kπUnited States
- π°$128k-$157kπUnited States
- π°$128k-$174kπUnited States
- πCentral America and South America
- πBrazil
- πUnited Kingdom
Please let SES AI Corp know you found this job on JobsCollider. Thanks! π