AI Compiler Engineer, Math/System Acceleration and Validation
7 months ago
Job Description
Development of AI compiler framework, high performance kernel authoring and acceleration onto next generation of hardware architectures. Contribute to the development of the industry-leading machine learning framework core compilers to support new state of the art inference and training machine learning/AI accelerators and optimize their performance. Collaborating with AI research scientists to accelerate the next generation of deep learning models such as recommendation systems, computer vision, or natural language processing. Develop core mathematical and system acceleration libraries and strategies to further accelerate AI workloads Analyze deep learning networks, estimate target latency and accuracy. Development of profiling tools for finding bottleneck parts of AI accelerators and models. Development of optimized inference application.
Qualifications
Bachelor’s or Master’s degree in computer science, machine learning, mathematics, physics, electrical engineering or related field. Experience in C/C++, Python, or other related programming language Experience in accelerating deep learning models or libraries on hardware architectures. Experience working with machine learning frameworks such as PyTorch, TensorFlow, ONNX etc. Ability to speak and write in English at a business level. Experience of Product Owner of scrum team is plus.
Company Description
Company Description
Renesas is one of the top global semiconductor companies in the world. We strive to develop a safer, healthier, greener, and smarter world, and our goal is to make every endpoint intelligent by offering product solutions in the automotive, industrial, infrastructure and IoT markets. Our robust product portfolio includes world-leading MCUs, SoCs, analog and power products, plus Winning Combination solutions that curate these complementary products. We are a key supplier to the world’s leading manufacturers of electronics you rely on every day; you may not see our products, but they are all around you.
Renesas employs roughly 21,000 people in more than 30 countries worldwide. As a global team, our employees actively embody the Renesas Culture, our guiding principles based on five key elements: Transparent, Agile, Global, Innovative, and Entrepreneurial. Renesas believes in, and has a commitment to, diversity and inclusion, with initiatives and a leadership team dedicated to its resources and values. At Renesas, we want to build a sustainable future where technology helps make our lives easier. Join us and build your future by being part of what’s next in electronics and the world.
Overview
We are seeking a talented and motivated AI Math/System Acceleration and Validation Engineer to join our team. In this role, you will be part of the AI & Cloud Engineering (ACE) Division and Hybrid Compiler team.
The team has been developing a comprehensive AI Compiler strategy that delivers a highly flexible platform to explore new DL/ML model architectures, combined with auto-tuned high performance for production environments across a wide range of hardware architectures. The compiler framework, ML graph optimizations and kernel authoring specific to the hardware impacts performance, developer efficiency & deployment velocity of both AI training and inference platforms. You will be developing AI compiler frameworks to accelerate machine learning workloads on the next generation of AI hardware. You will join our newly formed AI & Cloud Engineering organization of around 100 software engineers. Due to strong demand for our AI-related products we are planning to triple in size in the next three years, so there is lots of room for you to help us grow the team together while remaining small. We are focusing on our hiring into our Tokyo, Beijing and Singapore sites. If you are successful and living outside of these cities, we can support your relocation to one of the three sites based on team needs.
Our division’s mission is to use the latest AI and cloud technologies to develop the best AI inference for advanced driver safety engineers building self-driving vehicles and other high performance compute products. Renesas is the leading automotive electronics supplier globally, and this is a rare opportunity to develop the infrastructure required to deploy our AI software to the billions of devices we ship to customers every year. You will join our newly formed AI & Cloud Engineering organization of around 100 software engineers. Due to strong demand for our AI-related products we are planning to triple in size in the next three years, so there is lots of room for you to help us grow the team together while remaining small. Our team’s key locations are Tokyo, London, Paris, Dusseldorf, Beijing, Singapore, Ho Chi Minh City, and other metropolitan areas, but you can also join fully remotely from other locations globally or get our support to relocate to our key hubs such as Tokyo.
-
AI Compiler Engineer
7 months ago
Singapur, Singapore Renesas Electronics Full timeJob Description In this role, you will be part of the Machine Learning Core team. The team has been developing a comprehensive AI Compiler strategy that delivers a highly flexible platform to explore new DL/ML model architectures, combined with auto-tuned high performance for production environments across a wide range of hardware architectures. The...
-
Singapur, Singapore Renesas Electronics Full timeJob Description We are seeking a talented and motivated AI Kernel and Algorithm Engineer to join our team. In this role, you will be part of the AI & Cloud Engineering (ACE) Division and Hybrid Compiler team. The team has been developing a comprehensive AI Compiler strategy that delivers a highly flexible platform to explore new DL/ML model architectures,...
-
System Architect
7 months ago
Singapur, Singapore Renesas Electronics Full timeJob Description Overview We are seeking a talented and motivated System Architect (AI Sub-system) to join our R&D team to own, define, and drive exploration and design of our next generation AI sub-system involving multi heterogeneous devices in high performance computing (HPC) SoCs Our division’s mission is to use the latest AI and cloud...
-
Validation Engineer
3 months ago
Singapur, Singapore Amaris Consulting Full timeJob description Mission Description: Write, review, and approve validation SOPs and documentation. Maintain accurate validation documentation for computerized systems. Train other staff members on the correct use of computerized systems in line with protocols and regulations. Plan, write, implement, and review the...
-
Principal Engineer
6 months ago
Singapur, Singapore ST Engineering Full timeTitle: Principal Engineer - AI Specialist Job ID: Location: Land - Jalan Boon Lay, SG Description: Kinetics Training Solutions (KTS) is a business unit of ST Engineering Land Systems Ltd. KTS delivers training solutions to both Military and Commercial sectors. KTS training covers driver training qualification, vehicle technician training,...
-
AI Engineer
1 month ago
Singapur, Singapore Kuok Group Full timeTasks and Responsibilities • Assist with plan and execute the AI awareness program by creating training videos, supporting webinars, coordinating AI workshops, and organizing live events to promote AI knowledge across the organization.Develop engaging and informative multimedia content for training materials, working with subject matter experts to ensure...
-
Singapur, Singapore Renesas Electronics Full timeJob Description Overview We are seeking a talented and motivated Model/Middleware/Driver Optimization Engineer to join our team. In this role, you will be part of the AI & Cloud Engineering (ACE) Division and Customer Engineering team. Our Customer Engineering team is a global team helping customers easily use our software tools and services. The...
-
Senior/Staff Software Engineer, Edge AI
1 month ago
Singapur, Singapore OMNIVISION Full timeDescription We are looking for Senior/Staff Software Engineers to grow our Edge AI & Systems software team to the next level. This team works within the larger ASIC team to architect and enhance Neural Network solutions in the Video Processor roadmap including these current and older products: /products/oax8000/ /products/oax4600/ /products/oa7100/...
-
Process Validation Engineer
4 months ago
Singapur, Singapore Takeda Full timeDescription About the role: The individual will be expected to provide process validation support for Takeda vaccines manufacturing operations located in internal and CMO manufacturing locations. The process validation activities related to the vaccine manufacturing sites include, but are not limited to, the following areas: Oversight of Process...
-
AI Engineer, Responsible AI
4 months ago
Singapur, Singapore Careers@Gov Full timeThe Government Technology Agency (GovTech) is the lead agency driving Singapore’s Smart Nation initiatives and public sector digital transformation. As the Centre of Excellence for Infocomm Technology and Smart Systems (ICT & SS), GovTech develops the Singapore Government’s capabilities in Data Science & Artificial Intelligence, Application Development,...
-
Network Engineer, AI Workbench
7 months ago
Singapur, Singapore Renesas Electronics Full timeJob Description Overview We are seeking a skilled and experienced Network Engineer to join our team. In this role, you will be part of the AI & Cloud Engineering (ACE) Division and AI Workbench team. Our AI Workbench is a cloud-based environment to accelerate Automotive AI Software Development and Evaluation. The AI Workbench has 4 main functional blocks...
-
Validation Engineer
6 months ago
Singapur, Singapore Wood Full timeA Pharma Validation Engineer is responsible for ensuring that pharmaceutical manufacturing processes, equipment, and systems comply with regulatory requirements, industry standards, and company policies. They play a pivotal role in the validation lifecycle, including planning, executing, and documenting validation activities to ensure consistent and...
-
Senior AI programmer
7 months ago
Singapur, Singapore Ubisoft Full timeJob Description This Senior AI programmer is responsible for game elements not controlled by the player (ex: NPC/enemy actions and behaviours) that enrich the overall game experience. Responsibilities : Collect, interpret and analyze the technical feasibility of AI specifications Analyze and determine if current AI functionalities in the game...
-
Senior Software Engineer
2 months ago
Singapur, Singapore Snaphunt Full timeSnaphunt is shaping how global employers hire in the new world of work. With Snaphunt, employers can easily build global teams by finding, engaging & hiring the best talent for their business- anywhere in the world. Our platform leverages cutting-edge technology to streamline the recruitment process, making it faster and more efficient for both employers...
-
Senior AI Full Stack Engineer
7 months ago
Singapur, Singapore SAP Full timeWe help the world run better Our company culture is focused on helping our employees enable innovation by building breakthroughs together. How? We focus every day on building the foundation for tomorrow and creating a workplace that embraces differences, values flexibility, and is aligned to our purpose-driven and future-focused work. We offer a highly...
-
Senior Software Engineer
2 months ago
Singapur, Singapore Snaphunt Full timeThe OfferIdeal opportunity to a super talented engineer who is excited about innovative gen-ai applications for hiringFully remote international teamAmazing growth opportunitiesThe JobWe are looking for an experienced Senior Software Engineer with expertise in AI-driven conversational systems to join our team. In this role, you will lead the development of a...
-
Sr Validation Engineer
7 months ago
Singapur, Singapore Illumina Full timeWhat if the work you did every day could impact the lives of people you know? Or all of humanity?At Illumina, we are expanding access to genomic technology to realize health equity for billions of people around the world. Our efforts enable life-changing discoveries that are transforming human health through the early detection and diagnosis of diseases and...
-
Lead AI Engineer
5 months ago
Singapur, Singapore Singtel Full timeBe a Part of Something BIG! Lead AI Engineer who is pivotal in driving the development and deployment of cutting-edge Artificial Intelligence (AI) and machine learning models, fostering innovation and support in establishing a Center of Excellence (CoE) for Generative AI (GenAI) in Singtel. The Lead AI Engineer will collaborate closely with...
-
AI Scientist
7 months ago
Singapur, Singapore Careers@Gov Full timeDescription IMDA is spearheading Singapore’s drive to be a world leading Digital Economy. We want to empower our companies and workforce with digital technologies and enable Singapore to be a leading Digital Economy globally. As the biz-tech group, we promote the use of technologies for our industries. We are looking for an AI Scientist ...
-
Research Engineer I/II
5 months ago
Singapur, Singapore Nanyang Technological University Full timeA Corp Lab in NTU is seeking to hire a Research Engineer I/II who will contribute to the advancement of Artificial Intelligence (AI) and sustainability by leveraging expertise in literature review and background study of green AI, applying foundational model knowledge to enhance training and inference efficiency, and conducting rigorous experiments to...