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Snorkel AI
Redwood City, CA, United States
We're on a mission to democratize AI by building the definitive AI data development platform. The AI landscape has gone through incredible change between 2016, when Snorkel started as a research project in the Stanford AI Lab, to the generative AI breakthroughs of today. But one thing has remained constant: the data you use to build AI is the key t
Job Source: Snorkel AISunnyvale, CA, United States
LinkedIn is the world’s largest professional network, built to help members of all backgrounds and experiences achieve more in their careers. Our vision is to create economic opportunity for every member of the global workforce. Every day our members use our products to make connections, discover opportunities, build skills and gain insights. We be
Job Source: LinkedInSunnyvale, CA, United States
LinkedIn is the world’s largest professional network, built to help members of all backgrounds and experiences achieve more in their careers. Our vision is to create economic opportunity for every member of the global workforce. Every day our members use our products to make connections, discover opportunities, build skills and gain insights. We be
Job Source: LinkedInIntuit Inc.
Mountain View, CA, United States
Join the DevX GenAI Knowledge Management team as Senior Software Engineer to accelerate generative AI developer experiences across Intuit. As part of the team, you will work with product managers, user experience designers and data scientists to rapidly deliver GenAI experiences. Generative AI is at the intersection of exciting progress in mach
Job Source: Intuit Inc.Intuit
Mountain View, CA, United States
Overview Join the DevX GenAI Knowledge Management team as Senior Software Engineer to accelerate generative AI developer experiences across Intuit. As part of the team, you will work with product managers, user experience designers and data scientists to rapidly deliver GenAI experiences. Generative AI is at the intersection of exciting progres
Job Source: Intuitd-Matrix
Santa Clara, CA, United States
d-Matrix has fundamentally changed the physics of memory-compute integration with our digital in-memory compute (DIMC) engine. The “holy grail” of AI compute has been to break through the memory wall to minimize data movements. We’ve achieved this with a first-of-its-kind DIMC engine. Having secured over $154M, $110M in our Series B offering, d-Mat
Job Source: d-MatrixTikTok
San Jose, CA, United States
Responsibilities TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo. At TikTok, our people are humble, intelligent, compassionate and creative. We create to in
Job Source: TikTokSnorkel AI
Redwood City, CA, United States
As a Senior AI/ML Engineer, you'll build systems to power large-scale machine learning and foundation model (e.g. large language model) workloads. You’ll work closely with other engineers, product managers, and field team members to ensure that Snorkel Flow users working with different data modalities (e.g. text, PDF, image) and different use cases
Job Source: Snorkel AISanta Clara, CA, United States
d-Matrix has fundamentally changed the physics of memory-compute integration with our digital in-memory compute (DIMC) engine. The “holy grail” of AI compute has been to break through the memory wall to minimize data movements. We’ve achieved this with a first-of-its-kind DIMC engine. Having secured over $154M, $110M in our Series B offering, d-Matrix is poised to advance Large Language Models to scale Generative inference acceleration with our chiplets and In-Memory compute approach. We are on track to deliver our first commercial product in 2024. We are poised to meet the energy and performance demands of these Large Language Models. The company has 100+ employees across Silicon Valley, Sydney and Bengaluru.
Our pedigree comes from companies like Microsoft, Broadcom, Inphi, Intel, Texas Instruments, Lucent, MIPS and Wave Computing. Our past successes include building chips for all the cloud hyperscalers globally - Amazon, Facebook, Google, Microsoft, Alibaba, Tencent along with enterprise and mobile operators like China Mobile, Cisco, Nokia, Ciena, Reliance Jio, Verizon, AT&AT. We are recognized leaders in the mixed signal, DSP connectivity space, now applying our skills to next generation AI.
Location:
Hybrid, working onsite at our Santa Clara, CA headquarters 3 days per week.
The role: Staff SW Engineer (Systems)
What You Will Do
The role requires you to be part of the team that helps productize the SW stack for our AI compute engine. As part of the Software team, you will be responsible for the development, enhancement, and maintenance of the next-generation AI Deployment software. You have had past experience working across all aspects of the full stack tool chain and understand the nuances of what it takes to optimize and trade-off various aspects of hardware-software co-design. You are able to build and scale software deliverables in a tight development window. You will work with a team of compiler experts to build out the compiler infrastructure working closely with other software (ML, Systems) and hardware (mixed signal, DSP, CPU) experts in the company.
Minimum
What you will bring:
Computer Science, Engineering, Math, Physics or related degree with 2+ years of industry software development experience
Strong grasp of computer architecture, data structures, system software, and machine learning fundamentals.
Proficient in C/C++/Python development in Linux environment and using standard development tools.
Experience with distributed, high performance software design and implementation.
Self-motivated team player with a strong sense of ownership and leadership.
Preferred
MS or PhD in Computer Science, Electrical Engineering, or related fields.
Prior startup, small team or incubation experience.
Work experience at a cloud provider or AI compute / sub-system company.
Experience implementing SIMD algorithms on vector processors.
Experience with open source ML compiler frameworks such as MLIR.
Experience with deep learning frameworks (such as PyTorch, Tensorflow).
Experience with deep learning runtimes (such as ONNX Runtime, TensorRT,…).
Experience with inference servers/model serving frameworks (such as Triton, TFServ, KubeFlow,…).
Experience with distributed systems collectives such as NCCL, OpenMPI.
Experience deploying ML workloads on distributed systems, in a multitenancy environment.
Experience with MLOps from definition to deployment including training, quantization, sparsity, model preprocessing, and deployment.
Experience training, tuning and deploying ML models for CV (ResNet,..), NLP (BERT, GPT), and/or Recommendation Systems (DLRM).
Equal Opportunity Employment Policy
d-Matrix is proud to be an equal opportunity workplace and affirmative action employer. We’re committed to fostering an inclusive environment where everyone feels welcomed and empowered to do their best work. We hire the best talent for our teams, regardless of race, religion, color, age, disability, sex, gender identity, sexual orientation, ancestry, genetic information, marital status, national origin, political affiliation, or veteran status. Our focus is on hiring teammates with humble expertise, kindness, dedication and a willingness to embrace challenges and learn together every day.
d-Matrix does not accept resumes or candidate submissions from external agencies. We appreciate the interest and effort of recruitment firms, but we kindly request that individual interested in opportunities with d-Matrix apply directly through our official channels. This approach allows us to streamline our hiring processes and maintain a consistent and fair evaluation of al applicants. Thank you for your understanding and cooperation.
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Email Alert for AI / ML System Software Engineer, Senior jobs in Santa Clara, CA, United States
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