Compiler Lead

3 weeks ago


San Bruno, United States Femtosense Full time

We build chips and AI algorithms for AI inference in edge devices with best-in-class energy consumption, area, speed, and cost. Our systems are based on a distributed, near-memory-compute architecture and sparse mathematics acceleration. End consumer products incorporating our technology include hearables, smart home appliances, security and environment monitors, displays, and more. Our products are being integrated into the designs of leading consumer electronics and IC design companies. The primary advantages of our products are ultra-low power consumption, ultra-low latency, and complete user privacy. Large-scale applications include always-on speech enhancement, super resolution, speech-to-text, and more. Existing technology limits compelling edge AI. Our mission is to enable AI applications natively, on-device which would be otherwise impossible.R ole Description You are an experienced physical design engineer who has implemented and signed off multiple successful products using Cadence or Synopsys tools. You have substantial experience with both block level and full chip planning and implementation. You have taped out products in a variety of process nodes, both planar and FinFET. You are ready to work in a team environment to overcome technical challenges and bring novel AI products to market.Responsibilities Design and develop software in C++ and Python, likely using MLIR and other open-source ML compiler infrastructureOptimize fragmentation of large ML workloads across a multi-core architectureDevelop codegen techniques to leverage novel sparse computing hardware featuresIdentify requirements, blueprint solutions, and schedule deliverablesCollaborate closely with ML and hardware teams on cross-disciplinary projectsQualifications The candidate must have5+ years experience in professional software developmentProficiency in both Python and C++, with expertise in at least oneFamiliarity with machine learning frameworks such as PyTorch and TensorflowExperience developing compilers or related system softwareFamiliarity with compiler concepts such as optimization passes, SSA form, code generationMS or PhD in Computer Science, Electrical Engineering or a related field with coursework in computer systems, or equivalent practical experienceExcellent technical communication and collaboration skillsThe ideal candidate will also haveExperience building compilers for novel hardwareExperience working with open-source compiler ecosystems such as MLIR, LLVM and TVMExperience working with the internals of open source deep learning frameworksExperience with parallel programming and related program optimizationsExperience building and maintaining CI/CD pipelinesExperience with cross-platform software development, targeting Windows and Linux systemsCompetitive compensation including salary and stock optionsPlatinum Medical plan, Dental, Vision, Health FSA, and AD&D benefits401KUnlimited paid vacation policyFlexible WFH policy within the roles responsibilities.Equal Opportunity Statement Femtosense is an equal opportunity employer committed to a diverse workforce with an inclusive working environment for everyone to do their best work. We do not discriminate on the basis of race, ethnicity, religion, gender, gender identity, sexual orientation, age, marital status, veteran status, or disability status.Apply for this job Name (Required)First LastEmail (Required)PhoneResume (Required) Accepted file types: pdf, Max. file size: 30 MB.In brief, tell us why you are a good fit for this position (Required)By using this form you agree with the storage and handling of your data by this website. (Required)By using this form you agree with the storage and handling of your data by this website.#J-18808-Ljbffr

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