Senior Engineer, Machine Learning - Irvine - Syntiant

    Syntiant
    Syntiant Irvine

    1 week ago

    Description

    Summary Description:

    Syntiant Corp., a leader in the high-growth AI software and semiconductor solutions space, is looking for an experienced and talented Senior Engineer, Machine Learning to take on a critical role with expansive responsibilities and play a leading role in enhancing the Machine Learning function in a growing organization.

    The Senior Engineer, Machine Learning will be responsible for developing state-of-the-art audio and vision models to be deployed on edge devices. We are looking for candidates at the cutting edge of Machine Learning technology that can translate research into accurate and robust solutions.

    Specific Duties and Responsibilities:

    • Develop Core ML tools and infrastructure to run ML models trained on PyTorch, TensorFlow/Keras on Syntiant Neural Decision Processors.
    • Stay up to date with the latest research by reviewing academic papers in the field.
    • Implement prototypes to test and validate new approaches quickly.
    • Deliver production-ready solutions within tight timeframes.
    • Collaborate with Modeling team and Embedded Software team to run models efficiently in Syntiant Chips.
    • Root cause and fix issues reported in the field.

    Requirements

    Qualifications, Education, and Experience Required:

    • MS or PhD in Computer Science/Engineering, Machine Learning or related field.
    • 5+ years of experience with implementation of high performance ML kernels on custom HW accelerators or GPUs.
    • Experience with Performance Optimization, focusing on latency, memory bandwidth, data flow, and maximizing HW utilization.
    • Strong C/C++ and Python programming expertise, experience with PyTorch, TensorFlow, LLVM/MLIR.
    • Ability to quickly prototype and iterate on complex ML solutions.
    • Strong analytical and problem-solving skills.

    Benefits

    Benefits Summary:

    • Medical: Several plan options including PPO and HSA-compatible plans from Anthem Blue Cross, most of which are 100% paid by Syntiant Corp. for you and your family.
    • Dental: Company-paid dental PPO coverage from MetLife, including coverage for Orthodontia.
    • Vision: Company-paid vision PPO coverage from MetLife / VSP.
    • Life Insurance / AD&D: Company-paid basic Life / AD&D coverage in the amount of 3x your salary (up to $1,000,000). Additional supplemental life insurance with low group rates is available for yourself and your family.
    • Disability Coverage: Company-paid Short Term and Long-Term Disability coverage provides up to 60% income replacement protection.
    • Spending and Savings Accounts: Flexible Spending Account (FSA) benefits for Health Care and Dependent Care. Health Savings Accounts (HSA) for those enrolled in a qualified Medical plan.
    • 401K Retirement Plan: Administered by Empower, the 401(k) plan allows you to plan for your future by investing a portion of each paycheck.
    • Other Benefits: A company-provided Employee Assistance Program (EAP), as well as access to additional voluntary benefits including Accident, Critical Illness, Hospital Indemnity, Legal Support, and Identity Fraud Protection.

    About Syntiant:

    Founded in 2017 and headquartered in Irvine, Calif., Syntiant Corp. is a leader in delivering hardware and software solutions for edge AI deployment. The company's purpose-built silicon and hardware-agnostic models are being deployed globally to power edge AI speech, audio, sensor and vision applications across a wide range of consumer and industrial use cases, from earbuds to automobiles. Syntiant's advanced chip solutions merge deep learning with semiconductor design to produce ultra-low-power, high performance, deep neural network processors. Syntiant also provides compute-efficient software solutions with proprietary model architectures that enable world-leading inference speed and minimized memory footprint across a broad range of processors. The company is backed by several of the world's leading strategic and financial investors including Intel Capital, Microsoft's M12, Applied Ventures, Bosch Ventures, the Amazon Alexa Fund, and Atlantic Bridge Capital. More information on the company can be found by visiting

    One element in our total compensation package is base pay. The starting base pay for this role is targeted to be between $125,000 - $150,000. Individual compensation decisions are based on a number of factors, including but not limited to previous experience and skills acquired prior to joining Syntiant, cost of living in the assigned work location, assigned schedule, and salaries of similarly situated peers at the company. It is to be expected that candidates will come to us with different sets of skills and experiences and therefore will be paid at different points in the stated range. We recognize that the person(s) we select for hire may be less experienced or more experienced than the role as posted; if this is the case, any updates to available salary ranges will be communicated with candidates during the recruitment process.

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