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AI Applications Engineer

Quadric has created an innovative general purpose neural processing unit (GPNPU) architecture. Quadric's co-optimized software and hardware is targeted to run neural network (NN) inference workloads in a wide variety of edge and endpoint devices, ranging from battery operated smart-sensor systems to high-performance automotive or autonomous vehicle systems. Unlike other NPUs or neural network accelerators in the industry today that can only accelerate a portion of a machine learning graph, the Quadric GPNPU executes both NN graph code and conventional C++ DSP and control code.

Role:

The Corporate Applications Engineer is the key bridge between development engineering and hands-on users in the field. The CAE will [1] lead technical customer support initiatives in collaboration with field application engineers, Business Development, Product, and Engineering teams; and [2] develop supporting applications materials to support the use of Quadric product. This position requires exceptional technical depth, strong coding capabilities, and advanced troubleshooting skills to develop customer demos, benchmarks, and reference implementations using Quadric's SDK. This senior technical role demands expertise in system architecture, algorithm optimization, and the ability to provide technical leadership across global FAE teams. Candidates must demonstrate deep technical mastery of Quadric's product ecosystem including HPC Hardware (IP, Chips, Boards), SDK, and various algorithms (NN, DSP, Vision, Path Planning, etc.).

Responsibilities:

  • Develop reference implementations, demos, and benchmarks using Quadric's SDK to showcase product capabilities and performance
  • Provide technical leadership and support to field application engineers worldwide
  • Design and implement optimization strategies for customer applications on Quadric's platform
  • Work with Business Development to articulate technical value propositions to potential customers
  • Analyze complex customer technical requirements and architect optimal solutions leveraging Quadric's technology
  • Create detailed technical documentation, application notes, and implementation guides
  • Develop and deliver advanced technical training for customers and internal teams
  • Collaborate with Product and Engineering teams to influence product roadmap based on customer needs
  • Troubleshoot complex system-level issues and develop solutions in collaboration with Engineering
  • Stay current with industry trends, competitive technologies, and emerging applications
  • Occasional travel required to customer sites
  • Bachelor’s or Master's in computer science and/or Electronics Engineering field.
  • Minimum 3+ years experience working with customers/business development supporting SDKs.
  • Must be able to demonstrate basic knowledge of software perception systems, and/or Computer Vision.
  • Proficiency in Python.
  • Experience describing, building, running and deploying Docker containers.
  • Experience with Linux or Unix based operating systems.
  • Experience with at least one of the following neural network / machine learning frameworks: PyTorch, Tensorflow, Tensorflow-Lite.
  • Experience quantizing, running and debugging neural networks with PyTorch/ONNX runtime a plus.
  • Experience supporting parallel C / C++ languages a plus (CUDA, OpenVX, NEON, etc.)
  • Solid understanding of intermediate git concepts such as branching, rebasing, merge conflict resolution, etc.
  • Ability to methodically debug problems, relay information to the engineering team, and test and deploy system updates and upgrades.
  • Health Care Plan (Medical, Dental & Vision)
  • Retirement Plan (401k, IRA)
  • Life Insurance (Basic, Voluntary & AD&D)
  • Paid Time Off (Vacation, Sick & Public Holidays)
  • Family Leave (Maternity, Paternity)
  • Short Term & Long Term Disability
  • Training & Development
  • Work From Home
  • Free Food & Snacks
  • Stock Option Plan
What You Should Know About AI Applications Engineer, quadric.io, Inc

Have you ever dreamed of being at the forefront of AI technology? At Quadric, we're transforming the landscape of edge computing with our groundbreaking General Purpose Neural Processing Unit (GPNPU) architecture. As an AI Applications Engineer, you will play a pivotal role in bridging the gap between our innovative development engineering team and the hands-on users in the field. You'll take charge of customer support initiatives, collaborating closely with field application engineers, business development, and product teams. Your technical expertise will shine as you develop cutting-edge reference implementations, demos, and benchmarks that showcase the incredible capabilities of Quadric's SDK. You’ll also lead and deliver advanced training sessions, ensuring our global Field Application Engineers are fully equipped with the knowledge they need to succeed. Your problem-solving abilities will be critical as you analyze complex technical requirements and design optimal solutions using Quadric's advanced technology. If you thrive in a dynamic environment and have a passion for AI and machine learning, join us at Quadric and help us reshape the future of neural network processing!

Frequently Asked Questions (FAQs) for AI Applications Engineer Role at quadric.io, Inc
What does an AI Applications Engineer do at Quadric?

At Quadric, an AI Applications Engineer serves as a crucial liaison between development engineering and end-users. This role encompasses leading technical customer support initiatives, developing application materials, crafting reference implementations, and delivering advanced technical training. The engineer works to ensure our customers can effectively leverage Quadric's groundbreaking GPNPU technology.

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What qualifications are required for the AI Applications Engineer role at Quadric?

To qualify for the AI Applications Engineer position at Quadric, candidates should possess a Bachelor’s or Master's degree in Computer Science or Electronics Engineering. Additionally, a minimum of 3 years of experience supporting SDKs, proficiency in Python, and familiarity with machine learning frameworks such as PyTorch or TensorFlow are essential. Experience in Docker, Linux, and advanced debugging is also highly valued.

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What kind of technical skills are important for an AI Applications Engineer at Quadric?

An AI Applications Engineer at Quadric should have strong coding capabilities, expertise in system architecture and algorithm optimization, and be proficient in debugging complex system-level issues. Familiarity with Docker containers, Linux operating systems, and neural network frameworks is critical for effectively developing and implementing customer solutions.

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Does the AI Applications Engineer role at Quadric involve travel?

Yes, the AI Applications Engineer position at Quadric may require occasional travel to customer sites. This travel is essential for providing hands-on technical support, conducting training sessions, and building strong relationships with our global customer base.

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What career development opportunities are available for an AI Applications Engineer at Quadric?

At Quadric, career development is a priority. The AI Applications Engineer will have access to training and development opportunities that foster professional growth. You’ll also be able to influence product roadmaps based on customer needs, further enhancing your role within the organization.

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Common Interview Questions for AI Applications Engineer
Can you describe your experience with neural network frameworks like PyTorch or TensorFlow?

When answering this question, focus on specific projects where you successfully implemented these frameworks. Be sure to highlight what models you built, how you optimized them, and any challenges you overcame. Discuss the impact of your efforts, demonstrating not just technical skill but also your problem-solving approach.

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What strategies do you use to optimize algorithms for performance on hardware like Quadric's GPNPU?

To answer this question, provide a detailed explanation of optimization strategies such as profiling code, reducing computational complexity, or leveraging hardware capabilities. Mention specific techniques or tools you’ve used to improve performance, illustrating your hands-on experience with algorithm optimization.

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How would you explain complex technical concepts to a non-technical audience?

Highlight your communication skills by outlining your approach. Discuss using simple analogies, breaking down concepts into relatable ideas, and ensuring understanding through questions. Provide an example where you successfully conveyed complex information to a non-technical audience, showcasing your ability to bridge technical gaps.

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Describe a time when you faced a significant technical challenge. How did you solve it?

Share a concrete example of a technical challenge, outlining the problem, the steps you took to diagnose it, and the solution you implemented. Discuss the outcomes and what you learned from the experience, showcasing your analytical thinking and resilience.

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What tools do you use for debugging complex systems?

Discuss the tools and methodologies you’ve employed for debugging, such as gdb for Linux systems or specific logging frameworks. Explain how you approach debugging systematically, focusing on identifying root causes, testing hypotheses, and validating solutions. Providing examples will enhance your answer.

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How do you stay current with the latest trends in AI and machine learning?

Outline your strategies for staying informed, such as following industry blogs, attending conferences, taking online courses, or engaging with professional communities. Sharing specific resources or events can demonstrate your commitment to continuous learning in the AI field.

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What is your experience with creating technical documentation?

Discuss your approach to creating clear, concise, and comprehensive documentation. Provide examples of past documentation you’ve created, emphasizing the importance of making complex ideas easily understandable for users. Highlight feedback you’ve received that illustrates your documentation’s effectiveness.

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Can you explain how you handle customer feedback during technical support?

Highlight your active listening skills and how you prioritize addressing customer concerns. Explain how you follow up with customers after issues are resolved to ensure satisfaction. Providing a specific example of successfully resolving a customer issue can illustrate your customer service approach.

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What experience do you have with containerization technologies like Docker?

Discuss your hands-on experience with Docker, focusing on how you’ve used it to create, deploy, and manage applications. Provide examples of projects where containerization facilitated smoother development or deployment processes, showcasing your practical knowledge.

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How do you approach collaboration with multidisciplinary teams?

Discuss your methods for ensuring effective collaboration within interdisciplinary teams, emphasizing communication and shared goals. Share an example of a successful project that involved collaboration across different disciplines, showcasing your ability to work harmoniously with diverse skill sets.

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Founded in 2016 and headquartered in Burlingame, California, Quadric empowers developers in every industry by combining computing with artificial intelligence.

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Full-time, remote
DATE POSTED
March 13, 2025

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