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  • Job reference: RMS0225886

Software Engineer

  • Sector: Engineering
  • Location: Menlo Park, California
  • Job type: Permanent
  • Date posted: 07/07/2020
  • Duration: full-time
  • Time left:
    d h m s
    (18/08/20)
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Summary:
In particular, the candidate will be developing/maintaining a production service codebase which includes understanding of ML models and their performance, interacting with various ML software stacks (frontend to backend), and utilizing ML infrastructure (storage, memory, compute, and networking). The characterization covers basic compute/memory/network analysis to estimating the end-to-end latency with an architecture-specific analytical performance model.

Skills:
* Fluency in Python, experience with coordinating multiple stacks (frontend to backend) is a plus.
* Good understanding of system performance analysis: Roofline analysis, characterizing compute, memory, and networking loads of a workload.
* Good understanding of large-scale infrastructure code: interaction between storage, memory, compute, and networking services.
* Team player with excellent communication and collaboration skills.
* Familiarity with machine learning and its framework (Caffe2, PyTorch) is a plus.

Education:
BS + 2 years experience, MS + 1 year experience, or PhD in Software Engineering
Required Skills:
PYTHON, PERFORMANCE ANALYSIS, TECHNOLOGY INFRASTRUCTURE, SOFTWARE DESIGN, SYSTEM ENGINEERING
Additional Skills:
SOFTWARE ENGINEERING, HIGH PERFORMANCE COMPUTING, MACHINE LEARNING
- Experience with scripting and automation, working with test box vendors is a plus.

About Fircroft:
Fircroft has been placing people in specialist technical industries for over 50 years, focusing on mid to senior level engineers for contract and permanent roles worldwide. By applying for this job you give consent for Fircroft to contact you, via email & telephone, to discuss your application along with future positions and Fircroft's services.

Fircroft is registered as a Data Controller with the Information Commissioner as required under the General Data Protection Regulation 2016/679. Fircroft will only process your personal data for the specific purposes of managing your application.

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