Deep Learning Compiler Engineer

7 days ago


Pune, Maharashtra, India quadric, Inc Full time ₹ 20,00,000 - ₹ 25,00,000 per year

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.

If making an impact and having a seat at the table is important to you, this is the opportunity for you. Join our small, rapidly-growing team at Quadric to develop supercomputer technology designed for the Edge. In this position, you will be a core member of our team, and will have an opportunity to grow in the company of expert technologists who also happen to be good people you'll want to spend time with.

What We Value:

Integrity, Humility, Happiness

What We Expect:

Initiative, Collaboration, Completion


Role:

As a senior member of our platform software engineering team, you will be tasked with lowering and optimizing neural networks on the quadric EPU. You will design and implement algorithmic optimizations to extract maximum performance out of the Quadric architecture.


Responsibilities:
  • Drive the lowering and optimization of cutting edge deep neural networks using Quadric's technology
  • Apply your skills and expertise in mathematical & algorithmic optimization toward solving NP-hard problems
  • Collaborate within the software team to develop algorithms that optimize graph-based execution on the Quadric architecture

Requirements

  • MS or Ph.D. in Computer Science, or related field, with a minimum of eight years of experience in the industry
  • Strong background in numerical and/or algorithmic optimization
  • Understanding of building application-appropriate heuristics for NP-hard problems
  • Knowledge of both classical as well as ML algorithms, e.g., Computer Vision, DSP, DNNs, etc.
  • Strong background in graphs and related algorithms
Nice to haves:
  • Proficiency in C++ >= 11
  • Experience using / developing in TVM or MLIR
  • Knowledge of front-end and back-end compiler techniques

Expected Outcomes in 12 months:
  • Develop a deep understanding of the hardware platform and low level software and leverage that for optimal performance of applications.
  • Have a proven track record of implementing optimization passes for efficient lowering of deep learning and high performance computing algorithms on the Quadric EPU parallel processor.

Benefits

  • Provide competitive salaries and meaningful equity
  • Provide a politics free community for the brilliant minds who want to make an immediate impact
  • Provide an opportunity for you to build long term career relationships
  • Foster an environment that allows for lasting personal relationships alongside professional one

Founded in 2016 and based in downtown Burlingame, California, Quadric is building the world's first supercomputer designed for the real-time needs of edge devices. Quadric aims to empower developers in every industry with superpowers to create tomorrow's technology, today. The company was co-founded by technologists from MIT and Carnegie Mellon, who were previously the technical co-founders of the Bitcoin computing company 21.

Quadric is proud to be an equal opportunity workplace and is an affirmative action employer. We are committed to equal employment opportunity regardless of race, religion, sex, national origin, sexual orientation, age, citizenship, marital status, or disability.



  • Pune, Maharashtra, India Vittech Full time ₹ 8,00,000 - ₹ 12,00,000 per year

    About the RoleWe are seeking a passionate and skilled professional in Machine Learning, Deep Learning, and Data Science to join our growing team. The ideal candidate will work on building scalable AI/ML solutions, analyzing complex data, and contributing to innovative projects that drive business impact.Key ResponsibilitiesDesign, develop, and deploy machine...


  • Pune, Maharashtra, India Finarkein Full time ₹ 8,00,000 - ₹ 24,00,000 per year

    Job Title : Machine Learning Engineer.Experience Required : 3 Years.Job location : Pune [Hybrid].Job Responsibilities : - End-to-End Model Development : Design, build, and productionize machine learning models to tackle key business problems. - You will handle everything from data gathering and feature engineering to model training and evaluation. -...


  • Pune, Maharashtra, India MS Paramount Consulting Full time ₹ 15,00,000 - ₹ 25,00,000 per year

    CV engineering focus on - CV libraries, YOLO, real time video analytics, deep learning models ,CUDA , image processing & visualization, Deepstream/ GStreamer (good to have), C++ Basic , object detection, semantic segmentation, key-point detection Required Candidate profile2 years plusCV libraries, YOLODevelop Deep Learning frameworksDesign platforms - image...


  • Pune, Maharashtra, India Stackfusion Private Limited Full time ₹ 15,00,000 - ₹ 25,00,000 per year

    ResponsibilitiesDevelop ML models for vision intelligenceImprove existing ML layers and modulesBuild data pipelines (knowledge of backend programming in Python is required)Build frontend and backend applications as required for Deeplearning Applications deployments.Train models using Adversarial networksOptimize inferencing software to run at better frame...


  • Pune, Maharashtra, India AiStrike Full time ₹ 15,00,000 - ₹ 25,00,000 per year

    We are seeking a highly skilled and motivated Machine Learning Engineer with a strong background in machine learning, and data science, and a passion for solving problems related to prioritization, classification, and clustering in the evolving field of cybersecurity. In this role, you will play a critical part in building and deploying machine learning...


  • Pune, Maharashtra, India Finarkein Full time ₹ 15,00,000 - ₹ 25,00,000 per year

    Job Title: Machine Learning EngineerExperience Required: 3+ YearsJob location: Pune [Hybrid]Job ResponsibilitiesEnd-to-End Model Development: Design, build, and productionize machine learning models to tackle key business problems. You will handle everything from data gathering and feature engineering to model training and evaluation.Data Strategy &...


  • Pune, Maharashtra, India MHTECHIN™ Full time ₹ 1,20,00,000 - ₹ 2,40,00,000 per year

    Job Title:Machine Learning EngineerCompany:MHTECHINLocation:Pune, Maharashtra, India (Hybrid/Remote)Employment Type:Full-timeExperience Required:2–6 yearsSalary Range:₹12,00,000 – ₹24,00,000 per yearEducation:Bachelor's in Computer Science, AI, Electrical Engineering, or equivalent experienceAbout MHTECHINMHTECHIN is building practical AI that powers...


  • Pune, Maharashtra, India Medtronic Full time

    Our Global Diabetes Capability Center in Pune is expanding to serve more people living with diabetes globally.Our state-of-the-art facility is dedicated to transforming diabetes management through innovative solutions and technologies that reduce the burden of living with diabetes.In this role as a Senior Machine Learning Engineer in the Digital Technology...


  • Pune, Maharashtra, India Skylark Labs Full time

    Location: Pune Experience: 2+ years Employment Type: Full-Time About Skylark LabsAt Skylark Labs, we pioneer embodied artificial intelligence that seamlessly integrates into every physical device, evolving toward true general intelligence. Our mission is to transform the world by creating adaptive AI systems that empower innovation, enhance safety, and...


  • Pune, Maharashtra, India Skylark Labs Full time

    Location: Pune Experience: 2+ years Employment Type: Full-Time About Skylark Labs At Skylark Labs, we pioneer embodied artificial intelligence that seamlessly integrates into every physical device, evolving toward true general intelligence. Our mission is to transform the world by creating adaptive AI systems that empower innovation, enhance...