Postdoctoral Appointee for Large Language Models (LLM) and complex systems
Argonne National Laboratory
Lemont, USA
Job posting number: #7249055 (Ref:418220)
Posted: May 30, 2024
Job Description
We are seeking a highly motivated and innovative researcher working at the interface of modeling complex system and AI to join our team developing Large Language Models (LLM) based agentic code for completing complex tasks, such as designing, parameterizing, and assessing simulations. The candidate will be expected to research and develop novel approaches for LLM-based agentic code generation and optimization, collaborate with LLM training teams to continuously integrate new LLMs into existing systems and workflows, and analyze results to improve performance and efficiency.
Position Requirements
- Completed or soon-to-be completedPhD (within the last 0-5 years) in Computer Science, Physics, Mathematics, or related field
- Experience with modeling complex systems or natural language processing
- Proficiency in programming languages such as Python, TensorFlow, PyTorch, and/or similar frameworks
- Familiarity with course-grained modeling, renormalization group, large language models, reinforcement learning, multi-agent systems, and/or simulation environments
- Highly self-motivated candidate who demonstrates creative and proactive approaches towards scientific problem solving as evidenced by publications and recommendations
- Effective communication and collaboration skills, with the ability to work effectively in a multidisciplinary team
- Ability to model Argonne’s core values of impact, safety, respect, integrity, and teamwork.
- Ability to make our laboratory a safe, welcoming, inclusive, and accessible environment where all can thrive.
- This job description documents the general nature of work but is not intended to be a comprehensive list of all activities, duties and responsibilities required of job incumbent. Consequently, job incumbent may be required to perform other duties as assigned.
Job Family
Postdoctoral FamilyJob Profile
Postdoctoral AppointeeWorker Type
Long-Term (Fixed Term)Time Type
Full timeAs an equal employment opportunity and affirmative action employer, and in accordance with our core values of impact, safety, respect, integrity and teamwork, Argonne National Laboratory is committed to a diverse and inclusive workplace that fosters collaborative scientific discovery and innovation. In support of this commitment, Argonne encourages minorities, women, veterans and individuals with disabilities to apply for employment. Argonne considers all qualified applicants for employment without regard to age, ancestry, citizenship status, color, disability, gender, gender identity, gender expression, genetic information, marital status, national origin, pregnancy, race, religion, sexual orientation, veteran status or any other characteristic protected by law.
Argonne employees, and certain guest researchers and contractors, are subject to particular restrictions related to participation in Foreign Government Sponsored or Affiliated Activities, as defined and detailed in United States Department of Energy Order 486.1A. You will be asked to disclose any such participation in the application phase for review by Argonne's Legal Department.
All Argonne offers of employment are contingent upon a background check that includes an assessment of criminal conviction history conducted on an individualized and case-by-case basis. Please be advised that Argonne positions require upon hire (or may require in the future) for the individual be to obtain a government access authorization that involves additional background check requirements. Failure to obtain or maintain such government access authorization could result in the withdrawal of a job offer or future termination of employment.
Argonne is an equal opportunity employer, and we value diversity in our workforce. As an equal employment opportunity and affirmative action employer, Argonne National Laboratory is committed to a diverse and inclusive workplace that fosters collaborative scientific discovery and innovation. In support of this commitment, Argonne prohibits discrimination or harassment based on an individual's age, ancestry, citizenship status, color, disability, gender, gender identity, genetic information, marital status, national origin, pregnancy, race, religion, sexual orientation, veteran status or any other characteristic protected by law.
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