26 Tvm Jobs

Experience: 5+ years of experience in embedded software development with a strong focus on AI/Machine Learning deployment. Programming Skills: Proficient in Python for AI development and scripting.Deep Learning Frameworks: Hands-on experience with deep learning frameworks such as PyTorch. Experience with TensorFlow/Keras is a plus. Embedded Systems: Strong understanding of embedded system architectures, microcontrollers, DSPs, and/or FPGAs.Optimization Techniques: Proven experience with deep learning model optimization techniques (quantization, pruning, knowledge distillation). Number Formats: Familiarity with different number formats (e.g., FP32, FP16, INT8) and their implications for embed...

As a skilled Firmware Engineer, your role involves designing and optimizing the software stack for cutting-edge AI accelerators. You will collaborate closely with hardware and software teams to ensure seamless integration and optimal performance of AI runtime systems. Your expertise in firmware development, low-level hardware programming, and a solid understanding of AI and machine learning frameworks will be crucial for this position. - Designing and developing firmware and software stack for AI accelerator platforms - Optimizing firmware performance to meet real-time AI runtime requirements - Collaborating with cross-functional teams to ensure hardware-software compatibility - Implementing...

**Job Description:** As a ML framework and AI compiler Engineer at Qualcomm India Private Limited, you will be responsible for designing, implementing, and deploying machine learning models using PyTorch. Your focus will be on backend infrastructure and system architecture, which involves developing frameworks, integrating with other AI tools, and ensuring scalability and reliability. **Key Responsibilities:** - Designing, building, and deploying AI models, particularly those leveraging PyTorch for deep learning. - Developing and maintaining backend systems for AI applications, including data ingestion, processing, and storage. - Designing scalable and high-performance backend architectures ...

Key Skills: Triton, C++, GPU Runtime Optimization, Multi-GPU Systems, TVM, XLA, MLIR, ROCm, Transformer Inference. Roles & Responsibilities: Architect high-performance inference runtimes, kernel dispatchers, and memory planners for large diffusion and transformer workloads. Lead investigations into cross-GPU performance bottlenecks, communication overheads, and scheduling inefficiencies. Drive multi-GPU parallelism strategies, including model, pipeline, and tensor parallelization. Establish company-wide GPU optimization standards, tooling, and SLIs. Collaborate with research teams to design scalable implementations of novel architectures. Mentor engineers in profiling, tuning, and low-level ...

In this role at Qualcomm India Private Limited, you will be part of the Engineering Group, specifically focusing on Software Engineering. Your main responsibility will be to accelerate machine learning and artificial intelligence on mobile devices for millions of users by building software platforms that allow users of Qualcomm's silicon to construct optimized neural networks and machine learning algorithms. **Key Responsibilities:** - Construct and tune machine learning frameworks - Build compilers and tools to support machine learning applications - Collaborate with Qualcomm hardware and software engineers to efficiently utilize Qualcomm's silicon for machine learning purposes **Qualificat...

As a Senior Software Engineer (SDE III) at Glance AI, you will be responsible for building, profiling, and optimizing GPU workloads to power next-generation generative AI experiences, ranging from Stable Diffusion image generation to transformer-based multimodal models. You will collaborate closely with research and infrastructure teams to enhance model inference speed, cost efficiency, and readiness for production. This role is perfect for individuals who are passionate about maximizing GPU performance, developing high-performance kernels, and translating cutting-edge research into scalable systems. Key Responsibilities: - Develop, optimize, and maintain GPU kernels (CUDA, Triton, ROCm) for...

As a software engineer at our company, you will be contributing to the acceleration of machine learning and artificial intelligence on mobile devices. Your primary responsibilities will include: - Constructing and tuning machine learning frameworks - Building compilers and tools - Collaborating with Qualcomm hardware and software engineers to optimize neural networks and machine learning algorithms for efficient usage of Qualcomms silicon Qualifications required for this role include: - Bachelors degree in Engineering, Information Systems, Computer Science, or related field - Proficiency in programming in C/C++ - 0 to 10 years of software engineering or related work experience Preferred qual...

As a Systems Engineer at Qualcomm India Private Limited, you will be involved in researching, designing, developing, simulating, and validating systems-level software, hardware, architecture, algorithms, and solutions to enable cutting-edge technology development. Collaborating across functional teams, you will work towards meeting and exceeding system-level requirements and standards. **Key Responsibilities:** - **Model Optimization & Quantization** - Optimize deep learning models using quantization techniques such as INT8, INT4, mixed precision, pruning, and knowledge distillation. - Implement Post-Training Quantization (PTQ) and Quantization-Aware Training (QAT) for deployment. - Familiar...

Responsibilities : Deep Learning Model Conversion: Convert and adapt deep learning network architectures (e.g., from PyTorch) for deployment on various embedded platforms. Quantization-Aware Training (QAT): Implement and fine-tune Quantization-Aware Training techniques to optimize model performance and reduce memory footprint while maintaining accuracy. Model Optimization: Perform extensive model optimization techniques, including pruning, quantization (post-training and QAT), and network architecture search, to achieve desired latency, power, and memory targets. Runtime Integration: Integrate optimized deep learning models with embedded runtime environments and hardware accelerators. Perfor...

Collaborate with experienced cross-disciplinary teams to conceive, design, and market innovative AI products and services. Enhance and optimize vector databases and knowledge graphs, including proficiency in configuring vectors and writing and optimizing Cypher queries. Develop and implement cutting-edge AI technologies in a large, distributed computing environment, driving fundamental industry changes. Create solutions for running predictive models on distributed systems, leveraging innovative technologies at scale and speed. Design and build scalable, fault-tolerant distributed storage, index, and query systems that are cost-effective and easy to manage and use. Translate broadly defined p...

Our game-changing AI solutions revolutionize what people and businesses can achieve. Ara inference processors combined with our SDK deliver unrivaled deep learning performance at the edge to accelerate and optimize real-time decision making where every millisecond is critical, and power efficiency is a must. Kinara solutions embed high-performance AI into edge devices to create a smarter, safer, and more enjoyable world. Edge AI is on the brink of a boom, and Kinara is looking forward to playing a significant role in it. Strong fundamentals in C/C++ and OS internals Strong knowledge of and experience with LLVM, tvm especially middle-end compilers. Knowledge and experience with graphics/compu...

Our game-changing AI solutions revolutionize what people and businesses can achieve. Ara inference processors combined with our SDK deliver unrivaled deep learning performance at the edge to accelerate and optimize real-time decision making where every millisecond is critical, and power efficiency is a must. Kinara solutions embed high-performance AI into edge devices to create a smarter, safer, and more enjoyable world. Edge AI is on the brink of a boom, and Kinara is looking forward to playing a significant role in it. Strong fundamentals in C/C++ and OS internals Strong knowledge of and experience with LLVM, tvm especially middle-end compilers. Knowledge and experience with graphics/compu...

You will be part of the team at Qualcomm India Private Limited working in the Engineering Group > Software Engineering area. Your main focus will be on accelerating machine learning and artificial intelligence on mobile devices for millions of users by building software platforms that optimize neural networks and machine learning algorithms. As a software engineer with a background in machine learning or compilers, you will be responsible for constructing and tuning machine learning frameworks, developing compilers and tools, and collaborating with Qualcomm hardware and software engineers to ensure efficient utilization of Qualcomms silicon for machine learning applications. - Construct and ...

Role Overview: As a Qualcomm Systems Engineer, you will be part of the AI SW team focused on advancing Artificial Intelligence across various business segments like Mobile, AR & VR Technology, IoT, and Auto ADAS. Your role will involve designing, developing, and implementing AI/ML solutions, collaborating with cross-functional teams, mentoring junior engineers, optimizing AI models, conducting research on industry trends, and managing project timelines efficiently. Your work will directly impact billions of devices worldwide. Key Responsibilities: - Lead the design, development, and implementation of AI/ML solutions across multiple domains. - Collaborate with cross-functional teams for seaml...

JOB TITLE: AI ASSOCIATE OPTIMIZATION Location: Bengaluru | Experience: 1-3 Years ABOUT NEWCOLD NewCold is a service provider in cold chain logistics with a focus on development and operation of large, highly automated cold stores. NewCold strives to be crucial in the cold chain of leading food companies, by offering advanced logistic services worldwide. NewCold is one of the fastest growing companies (over 2,000 employees) in the cold chain logistics and they are expanding teams to support this growth. They use the latest technology that empowers people, to handle food responsibly and guarantee food safety in a sustainable way. They challenge the industry, believe in long-term partnerships, ...

Qualcomm India Private Limited is seeking passionate individuals interested in accelerating machine learning and artificial intelligence on mobile devices for millions of users to join their Engineering Group. As a software engineer with a machine learning or compiler background, you will play a crucial role in building software platforms that empower users of Qualcomm's silicon to create optimized neural networks and machine learning algorithms. In this role, you will have the opportunity to construct and fine-tune machine learning frameworks, develop compilers and tools, and collaborate closely with Qualcomm's hardware and software engineers to ensure the efficient utilization of Qualcomm'...

Qualcomm India Private Limited is a leading technology innovator in the Engineering Group, specifically in Systems Engineering. As a Qualcomm Systems Engineer, you will be involved in researching, designing, developing, simulating, and validating systems-level software, hardware, architecture, algorithms, and solutions to drive the development of cutting-edge technology. Collaboration across functional teams is essential to meet and exceed system-level requirements and standards. To qualify for this role, you should possess a Bachelor's degree in Engineering, Information Systems, Computer Science, or related field with at least 8 years of experience in Systems Engineering. Alternatively, a M...

Job Description We are seeking a highly skilled AI/ML Validation Engineer with a strong foundation in machine learning, deep learning, and system-level validation. The ideal candidate will have hands-on experience with ML frameworks, profiling tools, and AI compute stacks, and will play a key role in validating end-to-end AI pipelines and ensuring software quality across diverse platforms. Responsibilities Design and execute validation plans for AI/ML compute stacks (HIP, CUDA, OpenCL, OpenVINO, ONNX Runtime, TensorFlow, PyTorch). Validate end-to-end AI pipelines including model conversion, inference runtimes, compilers/toolchains, kernel execution, and memory transfer. Profile ML workloads ...

Role & responsibilities : Job Title / Designation: Solution Architect/Project Manager/Associate Director based on experience & expertise Business Unit : Embedded Engineering Services (EES) Industry Experience Range : 8+ years Job Location : Preferably Pune / Ahmedabad / Bangalore Shift : General Shift (Mon-Fri) Job Function, Roles & Responsibilities: Lead strategic initiatives and own the practice for Edge AI/ML, data pipelines, and intelligent embedded systems Define and build the competency roadmap for machine learning, deep learning, model deployment, and real-time inferencing on edge platforms Oversee data creation including data collection, dataset curation, annotation, cleaning, augmen...

Interested in accelerating machine learning and artificial intelligence on mobile devices for millions of users Come join our team. We are building software platforms that enable users of Qualcomms silicon to construct optimized neural networks and machine learning algorithms. We are looking for software engineers with a machine learning or compiler background who will help us build these software platforms. Required Skills & Experience Programming in C/C++ . 0 to 10 years of software engineering or related work experience . Preferred Qualifications Experience in machine learning frameworks such as MxNet/NNVM/TVM, PyTorch, TensorFlow, Caffe. OR experience in compilers with an interest in mac...

Interested in accelerating machine learning and artificial intelligence on mobile devices for millions of users Come join our team. We are building software platforms that enable users of Qualcomms silicon to construct optimized neural networks and machine learning algorithms. We are looking for software engineers with a machine learning or compiler background who will help us build these software platforms. Key Responsibilities: In this role, you will construct and tune machine learning frameworks, build compilers and tools, and collaborate with Qualcomm hardware and software engineers to enable efficient usage of Qualcomms silicon for machine learning applications. Minimum Qualifications: ...

We are looking for a Principal AI/ML Engineer with expertise in model inference, optimization, debugging, and hardware acceleration . This role will focus on building efficient AI inference systems, debugging deep learning models, optimizing AI workloads for low latency, and accelerating deployment across diverse hardware platforms. In addition to hands-on engineering, this role involves cutting-edge research in efficient deep learning, model compression, quantization, and AI hardware-aware optimization techniques . You will explore and implement state-of-the-art AI acceleration methods while collaborating with researchers, industry experts, and open-source communities to push the boundaries...

General Summary: As a leading technology innovator, Qualcomm pushes the boundaries of what's possible to enable next-generation experiences and drives digital transformation to help create a smarter, connected future for all. As a Qualcomm Systems Engineer, you will research, design, develop, simulate, and/or validate systems-level software, hardware, architecture, algorithms, and solutions that enables the development of cutting-edge technology. Qualcomm Systems Engineers collaborate across functional teams to meet and exceed system-level requirements and standards. Minimum Qualifications: Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 8+ years...

Compiler Lead Hyderabad Founded by highly respected Silicon Valley veterans - with its design centers established in Santa Clara, California. / Hyderabad/Bangalore A US based well-funded product-based startup looking for Highly talented Verification Engineers for the following roles. We are looking for a highly experienced systems engineer with deep expertise in compilers, machine learning infrastructure, and system-level performance optimization. This role is hands-on and research-driven, ideal for someone who thrives on solving low-level performance challenges and building core infrastructure that powers next-generation AI workloads. Key Responsibilities: Compiler Design & Optimization Dev...

Senior Software Technical Director / Software Technical Director Bangalore Founded in 2023,by Industry veterans HQ in California,US We are revolutionizing sustainable AI compute through intuitive software with composable silicon We are looking for a Software Technical Director with a strong technical foundation in systems software, Linux platforms, or machine learning compiler stacks to lead and grow a high-impact engineering team in Bangalore. You will be responsible for shaping the architecture, contributing to codebases, and managing execution across projects that sit at the intersection of systems programming, AI runtimes, and performance-critical software. Key Responsibilities: Technica...