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Brookhaven National Laboratory Applied Research Associate for Machine Learning on FPGAs in Upton, New York

Apply Now Applied Research Associate for Machine Learning on FPGAs Job ID JR101130 Date posted 04/24/2024

The Omega Group in the Physics Department at BNL focuses on the ATLAS experiment at CERN in Geneva, Switzerland. The Omega Group has major responsibilities in the operation of the Liquid Argon calorimeter, Trigger & Data Acquisition, and software development, and has leading roles in the ATLAS High Luminosity Large-Hadron Collider (HL-LHC) upgrade (Silicon Strip detector, Liquid Argon calorimeter, and Trigger & Data Acquisition). The group also has strong detector R&D programs on silicon detectors and in trigger/data acquisition. BNL serves as the host laboratory for the U.S. ATLAS Operations Program, the U.S. ATLAS HL-LHC Upgrade Project, the ATLAS Tier-1 computing facility, and is an active U.S. ATLAS Center.

The Omega Group in the Physics Department has an opening for a postdoc to join in the development of future collider experiments and in the current upgrade of the ATLAS experiment. The successful candidate will have a strong interest in the LHC scientific program and experience in firmware development with a focus on high level synthesis and machine learning. In this position you will contribute to R&D for machine learning on FPGA in low-latency real-time systems, and towards the development of future detectors and data acquisition systems. This position has a high level of interaction with an international and multicultural scientific community.

Essential Duties and Responsibilities:

  • Developing and integrating firmware for low-latency real-time systems with a focus on High Level Synthesis for Machine Learning applications
  • R&D for new detector and data acquisition concepts towards future detectors
  • Participation in detector and trigger performance as part of the ATLAS scientific program with a strong focus on Electroweak and Higgs physics

Required Knowledge, Skills, and Abilities:

  • Ph.D. in experimental particle, nuclear, or applied physics, electrical engineering, computing science, or a related discipline
  • Experience with programming FPGAs (VHDL or System Verilog), heterogeneous devices including Systems-on-Chip, GPUs, or HPC machines
  • Experience with High Level Synthesis tools for FPGAs
  • Experience with machine learning techniques and tools
  • Experience with data analysis and knowledge of statistical techniques for data analysis
  • Knowledge of mixed-signal circuits, digital signal processing, and modern circuit components
  • Experience with laboratory equipment, HDL-based design, simulation, and testing
  • Ability to work in a large international collaboration
  • Hands-on problem solving skills
  • Clear and concise verbal and written communication skills
  • Research experience demonstrated through a record of publications in peer-reviewed journals
  • Proven ability for disseminating research results by writing manuscripts and giving academic presentations

Preferred Knowledge, Skills, and Abilities:

  • Experience with computing and software development for high energy or nuclear physics experiments
  • Expertise programming FPGAs, heterogeneous devices, GPUs, or HPC machines
  • Experience with detector and electronics testing, construction, commissioning, operations or R&D for high energy or nuclear physics experiments
  • Analysis with LHC data based on C/C++ and Python
  • Knowledge of EDA tools for circuit simulation, schematics entry, and PCB layout design
  • Experience in readout system development of scientific detector systems

OTHER INFORMATION:

  • Domestic and international travel should be expected
  • This is a fully onsite positions located at BNL in Upton, New York
  • Initial 2-year term appointment subject to renewal contingent on performance and funding
  • You may receive an email request to submit the contact information for 3 references if necessary. Please ensure references would be prepared to respond in a timely manner.
  • BNL policy requires that after obtaining a PhD, eligible candidates for research associate appointments may not exceed a combined total of 5 years of relevant work experience as a postdoc and/or in an R&D position, excluding time associated with family planning, military service, illness or other life-changing events
  • Brookhaven National Laboratory is committed to providing fair, equitable and competitive compensation. The full salary range for this position is $70200 - $116200 / year. Salary offers will be commensurate with the final candidate's qualification, education and experience and considered with the internal peer group.

Please express your interest via electronic application including cover letter, CV, and Research Statement as Word documents or PDF in the resume field of the application. If references are requested, the application is complete when all of these documents have been received.

Consideration of applications will begin May 1, 2024 and continue until the position is filled.

Brookhaven employees are subject to restrictions related to participation in Foreign Government Talent Recruitment Programs, as defined and detailed in United States Department of Energy Order 486.1A. You will be asked to disclose any such participation at the time of hire for review by Brookhaven. The full text of the Order may be found at: https://www.directives.doe.gov/directives-documents/400-series/0486.1-BOrder-a/@@images/file

Equal Opportunity/Affirmative Action Employer

Brookhaven Science Associates is an equal opportunity employer that values inclusion and diversity at our Lab. We are committed to ensuring that all qualified applicants receive consideration for employment and will not be discriminated against on the basis of race, color, religion, sex, sexual orientation, gender identity, national origin, age, status as a veteran, disability or any other federal, state or local protected class. BSA takes affirmative action in support of its policy and to advance in employment individuals who are minorities, women, protected veterans, and individuals with disabilities. We ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us to request accommodation.

*VEVRAA Federal Contractor

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Minimum Salary: 31200.00 Maximum Salary: 31200.00 Salary Unit: Yearly

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