Ambiq
Join to apply for the
Edge AI Development Engineer & Researcher
role at
Ambiq Join to apply for the
Edge AI Development Engineer & Researcher
role at
Ambiq Company Overview
Ambiq's mission is to develop the lowest-power semiconductor solutions to enable intelligent devices everywhere by developing the lowest-power semiconductor solutions to drive a more energy-efficient, sustainable, and data-driven world. Ambiq has helped leading manufacturers worldwide develop products that last weeks on a single charge (rather than days), while delivering a maximum feature set in compact industrial designs. Ambiq's goal is to take Artificial Intelligence (AI) where it has never gone before in mobile and portable devices, using Ambiq's advanced ultra-low power system on chip (SoC) solutions. Ambiq has shipped more than 230 million units as of October 2023. For more information, visit www.ambiq.com. Job Type
Full-time
Description
Company Overview
Ambiq's mission is to develop the lowest-power semiconductor solutions to enable intelligent devices everywhere by developing the lowest-power semiconductor solutions to drive a more energy-efficient, sustainable, and data-driven world. Ambiq has helped leading manufacturers worldwide develop products that last weeks on a single charge (rather than days), while delivering a maximum feature set in compact industrial designs. Ambiq's goal is to take Artificial Intelligence (AI) where it has never gone before in mobile and portable devices, using Ambiq's advanced ultra-low power system on chip (SoC) solutions. Ambiq has shipped more than 230 million units as of October 2023. For more information, visit www.ambiq.com.
Our innovative and fast-moving teams of research, development, production, marketing, sales, and operations are spread across several continents, including the US (Austin and San Jose), Taiwan (Hsinchu), China (Shenzhen and Shanghai), Japan (Tokyo), and Singapore. We value continued technology innovation, fanatical attention to customer needs, collaborative decision-making, and enthusiasm for energy efficiency. We embrace candidates who also share these same values. The successful candidate must be self-motivated, creative, and comfortable learning and driving exciting new technologies. We encourage and nurture an environment for growth and opportunities to work on complex, engaging, and challenging projects that will create a lasting impact. Join us on our quest for 100 billion devices. The endpoint intelligence revolution starts here.
This role can be in
San Diego, CA
or
Austin, Texas.
The expectation is that the candidate will be required to maintain a regular in-office presence five days per week.
Scope
At Ambiq, the Endpoint AI team enables state-of-the-art ML and DL model development across our hardware portfolio, using sophisticated model compression techniques to deploy previously impractical AI tasks to battery-powered environments. Our team of data scientists research neural architectures best suited to our customer’s needs, select those models most amenable to deployment on our platform, and train them carefully tuning for memory, compute, and energy constraint tradeoffs. Finally, we publish our findings to our Model Zoo and socialize them via conferences, workshops, and publications.
Beyond a healthy obsession with computational efficiency, the successful candidate will be comfortable with operating in a ‘version zero’ environment, marshaling internal, open source, and third-party resources to solve our customer’s problems quickly and elegantly.
Requirements
Identify, refine, and/or develop sophisticated ML and DL models for deployment on highly constrained environments. Train models using SOTA compression techniques to fit in specific memory, compute, and power envelopes, making trade-offs between compression and accuracy. Publish and maintain these models in a Model Zoo, including, documentation, and other assets needed by our customers to bootstrap their internal AI features. Socialize their achievements via conferences, meetups, workshops, and publications.
Required Skills/Abilities
Experience with SOTA pruning, distillation, quantization approaches for CNNs and RNNs Experience with one or more of the following AI task domains: audio classification, speech, vision, and/or time series tasks, including domain-specific feature extraction related to those tasks Tensorflow (TFLite, TFLite for Microcontrollers, and/or PyTorch are a plus) Dataset creation and curation
Bonus Qualifications
Past “TinyML” involvement or experience Experience developing and optimizing for TFLite for Microcontrollers Experience with embedded C/C++ environments Experience with compression of attention-based architectures Experience with model-to-binary compilers (IREE, MicroTVM, etc) Experience with ONNX, TOSA, Jax, LLVM, and/or MLIR Experience with optimizing for heterogenous AI compute (e.g. CPU+NPU+DSP)
Education And Experience
A bachelor’s degree in computer science or a related field is required with at least 2 years of relevant experience. A master’s degree or PhD in related topics is highly desirable.
Salary Description
95,000-165,000 Seniority level
Seniority level Entry level Employment type
Employment type Full-time Job function
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Edge AI Development Engineer & Researcher
role at
Ambiq Join to apply for the
Edge AI Development Engineer & Researcher
role at
Ambiq Company Overview
Ambiq's mission is to develop the lowest-power semiconductor solutions to enable intelligent devices everywhere by developing the lowest-power semiconductor solutions to drive a more energy-efficient, sustainable, and data-driven world. Ambiq has helped leading manufacturers worldwide develop products that last weeks on a single charge (rather than days), while delivering a maximum feature set in compact industrial designs. Ambiq's goal is to take Artificial Intelligence (AI) where it has never gone before in mobile and portable devices, using Ambiq's advanced ultra-low power system on chip (SoC) solutions. Ambiq has shipped more than 230 million units as of October 2023. For more information, visit www.ambiq.com. Job Type
Full-time
Description
Company Overview
Ambiq's mission is to develop the lowest-power semiconductor solutions to enable intelligent devices everywhere by developing the lowest-power semiconductor solutions to drive a more energy-efficient, sustainable, and data-driven world. Ambiq has helped leading manufacturers worldwide develop products that last weeks on a single charge (rather than days), while delivering a maximum feature set in compact industrial designs. Ambiq's goal is to take Artificial Intelligence (AI) where it has never gone before in mobile and portable devices, using Ambiq's advanced ultra-low power system on chip (SoC) solutions. Ambiq has shipped more than 230 million units as of October 2023. For more information, visit www.ambiq.com.
Our innovative and fast-moving teams of research, development, production, marketing, sales, and operations are spread across several continents, including the US (Austin and San Jose), Taiwan (Hsinchu), China (Shenzhen and Shanghai), Japan (Tokyo), and Singapore. We value continued technology innovation, fanatical attention to customer needs, collaborative decision-making, and enthusiasm for energy efficiency. We embrace candidates who also share these same values. The successful candidate must be self-motivated, creative, and comfortable learning and driving exciting new technologies. We encourage and nurture an environment for growth and opportunities to work on complex, engaging, and challenging projects that will create a lasting impact. Join us on our quest for 100 billion devices. The endpoint intelligence revolution starts here.
This role can be in
San Diego, CA
or
Austin, Texas.
The expectation is that the candidate will be required to maintain a regular in-office presence five days per week.
Scope
At Ambiq, the Endpoint AI team enables state-of-the-art ML and DL model development across our hardware portfolio, using sophisticated model compression techniques to deploy previously impractical AI tasks to battery-powered environments. Our team of data scientists research neural architectures best suited to our customer’s needs, select those models most amenable to deployment on our platform, and train them carefully tuning for memory, compute, and energy constraint tradeoffs. Finally, we publish our findings to our Model Zoo and socialize them via conferences, workshops, and publications.
Beyond a healthy obsession with computational efficiency, the successful candidate will be comfortable with operating in a ‘version zero’ environment, marshaling internal, open source, and third-party resources to solve our customer’s problems quickly and elegantly.
Requirements
Identify, refine, and/or develop sophisticated ML and DL models for deployment on highly constrained environments. Train models using SOTA compression techniques to fit in specific memory, compute, and power envelopes, making trade-offs between compression and accuracy. Publish and maintain these models in a Model Zoo, including, documentation, and other assets needed by our customers to bootstrap their internal AI features. Socialize their achievements via conferences, meetups, workshops, and publications.
Required Skills/Abilities
Experience with SOTA pruning, distillation, quantization approaches for CNNs and RNNs Experience with one or more of the following AI task domains: audio classification, speech, vision, and/or time series tasks, including domain-specific feature extraction related to those tasks Tensorflow (TFLite, TFLite for Microcontrollers, and/or PyTorch are a plus) Dataset creation and curation
Bonus Qualifications
Past “TinyML” involvement or experience Experience developing and optimizing for TFLite for Microcontrollers Experience with embedded C/C++ environments Experience with compression of attention-based architectures Experience with model-to-binary compilers (IREE, MicroTVM, etc) Experience with ONNX, TOSA, Jax, LLVM, and/or MLIR Experience with optimizing for heterogenous AI compute (e.g. CPU+NPU+DSP)
Education And Experience
A bachelor’s degree in computer science or a related field is required with at least 2 years of relevant experience. A master’s degree or PhD in related topics is highly desirable.
Salary Description
95,000-165,000 Seniority level
Seniority level Entry level Employment type
Employment type Full-time Job function
Job function Engineering and Information Technology Industries Semiconductor Manufacturing Referrals increase your chances of interviewing at Ambiq by 2x Get notified about new Development Engineer jobs in
Austin, TX . Austin, TX $104,960.00-$157,440.00 5 days ago Engineering & Product - Interested in future opportunities?
Austin, Texas Metropolitan Area 1 year ago Austin, TX $104,960.00-$157,440.00 6 days ago Austin, TX $66,155.00-$90,964.00 6 days ago Austin, TX $123,760.00-$185,640.00 6 days ago Austin, TX $104,960.00-$157,440.00 6 days ago Process Development and Scale Up Engineer
Austin, TX $100,000.00-$200,000.00 4 weeks ago Austin, TX $140,000.00-$185,000.00 6 days ago Product Design Engineer, In House Cell Engineering
Austin, Texas Metropolitan Area $90,000.00-$110,000.00 1 day ago Austin, TX $160,000.00-$205,000.00 2 months ago Austin, TX $150,000.00-$220,000.00 19 hours ago Mechanical Engineer - Product Development
Software Development Engineer (Full Stack), Amazon Key
Austin, TX $129,300.00-$223,600.00 1 week ago Austin, TX $105,000.00-$150,000.00 1 week ago Senior Software Engineer, Full Stack Web Development
Austin, TX $113,000.00-$267,500.00 1 day ago We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.
#J-18808-Ljbffr