HPC/AI Engineer

LBL Careers
Bay Area, CA Full Time
POSTED ON 7/25/2022 CLOSED ON 11/10/2022

What are the responsibilities and job description for the HPC/AI Engineer position at LBL Careers?

Berkeley Lab’s (LBNL) Scientific Data Division has an immediate opening for an HPC/AI Engineer to apply advanced data analysis techniques for HPC and AI applications.

 

What You Will Do:

  • Design and implementation of algorithms for geometric and topological analysis, as well as applying them to ML methods.
  • Design and implementation of software frameworks for in situ data analysis and to manage HPC and AI workloads.
  • Participate in a multidisciplinary team involving computer scientists, applied mathematicians, and domain scientists with the purpose of developing and deploying these codes for the solution of scientific and engineering problems.
  • Work on and resolve complex issues where analysis of situations or data requires an in-depth evaluation of variable factors. 
  • Exercise judgment in selecting methods, techniques, and evaluation criteria for obtaining results. 
  • Determine methods and procedures on new assignments, and may coordinate activities of other personnel.
  • Network with senior internal and external personnel outside your own area of expertise.

 

What is Required:

  • Minimum of 8 years of related experience with a Bachelor’s degree; or 6 years and a Master’s degree; or equivalent experience.
  • Programming Proficiency in C , Python, and the binding between these programming languages.
  • Experience in algorithm development, knowledge of computational geometry, topology, and machine learning algorithms. 
  • Excellent written and oral communication skills.
  • Ability to resolve complex issues in creative and effective ways.
  • Demonstrated ability to work effectively as part of a cross-disciplinary team.

 

Desired Qualifications:

  • Familiarity with accelerator programming models (open-standard offload models, e.g., OpenMP, SYCL, or vendor-specific models, such as CUDA).
  • Familiarity with AI frameworks PyTorch, TensorFlow, etc. 
  • Familiarity with computer architectures and performance bottlenecks.

 

Want to learn more about Berkeley Lab's Culture, Benefits and answers to FAQs? Please visit: https://recruiting.lbl.gov/

 

Notes:

  • This is a full time, 5 year term appointment with the possibility of extension or conversion to Career appointment based upon satisfactory job performance, continuing availability of funds and ongoing operational needs.
  • This position may be subject to a background check. Any convictions will be evaluated to determine if they directly relate to the responsibilities and requirements of the position. Having a conviction history will not automatically disqualify an applicant from being considered for employment.
  • Work may be performed on-site, hybrid, full-time telework or remote modes. Work must be performed  within the United States.

 

Based on University of California Policy - SARS-CoV-2 (COVID-19) Vaccination Program and U.S Federal Government requirements, Berkeley Lab requires that all members of our community obtain the COVID-19 vaccine as soon as they are eligible. As a condition of employment at Berkeley Lab, all Covered Individuals must Participate in the COVID-19 Vaccination Program by providing proof that vaccination requirements have been met or submitting a request for Exception or Deferral. Visit covid.lbl.gov for more information.

 

Berkeley Lab is committed to Inclusion, Diversity, Equity and Accountability (IDEA) and strives to continue building community with these shared values and commitments. Berkeley Lab is an Equal Opportunity and Affirmative Action Employer. We heartily welcome applications from women, minorities, veterans, and all who would contribute to the Lab's mission of leading scientific discovery, inclusion, and professionalism. In support of our diverse global community, all qualified applicants will be considered for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, age, or protected veteran status.

 

Equal Opportunity and IDEA Information Links:

Know your rights, click here for the supplement: Equal Employment Opportunity is the Law and the Pay Transparency Nondiscrimination Provision under 41 CFR 60-1.4. 

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