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Company Contact Info

  • Merrimack, NH
  • BAE Systems

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Senior Principal Machine Learning SoC Architect

BAE Systems • Merrimack, NH

Posted 7 days ago

Job Snapshot

Government - Federal


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Job Description

The next generation of military radar, communication and EW systems will be defined by their ability intelligently adapt to dynamically changing environments. BAE Systems is looking for highly qualified candidates in the field of machine learning that will implement these solutions and ensure that the element of technological surprise remains firmly in the hands of the US and its allies.

In this position, you will architect ASIC and SoC solutions borrowing state-of-the-art machine learning techniques to enable advanced performance or new features. You will explore new methodologies to co-design architecture and hardware-centric algorithms. You will initiate and execute advanced research with significant long-term impact to our business. You will develop and maintain the hardware models and work with internal subject matter experts and external vendors to help build, design, and test the silicon.

Finally, you will collaborate with technology development partners in defining goals, developing a ML-focused strategy, and driving fast-paced silicon development to meet aggressive program metrics.

Responsibilities will include:
  • Area and power optimization analyses
  • Implementation design lead
  • Research novel hardware techniques for future machine learning accelerators
  • Planning and organizing design projects across all phases of the design process
  • Mentoring junior engineers on fundamental in designs, computer architecture

Minimum Education And Experience
Bachelor's Degree and 12 years work experience or equivalent experience

Required Skills And Education
  • MS degree in Electrical Engineering, Computer Science, or related field
  • Should be familiar with related implementation tasks such as sensor-fusion, time-series analysis, missing data, etc.
  • Mastery of rapid prototyping in at least 1 of the following scripting languages: Python, R, MATLAB, etc.
  • Experience implementing solutions using at least 2 of the following supervised methods:
    • SVM/SVR,
    • fuzzy systems (TSK, etc.),
    • tree ensemble methods (Bayesian, bagging, boosting, etc.),
    • NNs (supervised)
  • Experience applying advanced math and statistics, especially optimization and related linear algebra techniques
  • Implementation of machine learning solutions in FPGA or microcontrollers (HDL coding and/or System-C)
  • Must be a US Citizen and eligible for a US Secret Clearance

About BAE Systems Intelligence & Security
BAE Systems is a premier global defense and security company with approximately 90,000 employees delivering a full range of products and services for air, land and naval forces, as well as advanced electronics, security, information technology solutions and customer support and services.
The Electronic Systems (ES) sector spans the commercial and defense electronics markets with a broad portfolio of mission-critical electronic systems, including flight and engine controls; electronic warfare and night vision systems; surveillance and reconnaissance sensors; secure networked communications equipment; geospatial imagery intelligence products and systems; mission management; and power-and energy-management systems. Headquartered in Nashua, New Hampshire, ES employs approximately 13,000 people globally, with engineering and manufacturing functions primarily in the United States, United Kingdom, and Israel. Equal Opportunity Employer/Females/Minorities/Veterans/Disabled/Sexual Orientation/Gender Identity/Gender Expression
Job ID: 30516BR
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