Current jobs related to AI Compiler Engineer for AI Kernel and Algorithm Development - Singapur - Renesas Electronics
-
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,...
-
AI Compiler Engineer
6 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...
-
AI Compiler Engineer
1 month ago
Singapur, Singapore Renesas Electronics Full timeJob DescriptionRenesas Electronics is seeking a highly skilled AI Math/System Acceleration and Validation Engineer to join our team. As a key member of the AI & Cloud Engineering (ACE) Division and Hybrid Compiler team, you will be responsible for developing AI compiler frameworks to accelerate machine learning workloads on the next generation of AI...
-
Singapur, Singapore Renesas Electronics Full timeJob 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...
-
Singapur, Singapore Renesas Electronics Full timepbJob Description/b/ppWe are seeking a talented AI Math/System Acceleration and Validation Engineer to join our team at Renesas Electronics. In this role, you will be part of the AI & Cloud Engineering (ACE) Division and Hybrid Compiler team./ppThe team has been developing a comprehensive AI Compiler strategy that delivers a highly flexible platform to...
-
AI Optimization Engineer
2 months ago
Singapur, Singapore Renesas Electronics Full timeJob DescriptionOverviewWe are seeking a highly skilled and motivated AI Optimization Engineer to join our team. As part of the AI & Cloud Engineering (ACE) Division and Customer Engineering team, you will be responsible for optimizing and customizing Renesas AI products to meet the needs of our customers.Our team has been supporting customers for the...
-
AI Optimization Engineer
1 month ago
Singapur, Singapore Renesas Electronics Full timeJob DescriptionOverviewWe are seeking a highly skilled and motivated AI 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 Customer Engineering team...
-
AI Optimization Engineer
2 months ago
Singapur, Singapore Renesas Electronics Full timeJob DescriptionOverviewWe are seeking a highly skilled and motivated AI Optimization Engineer to join our team at Renesas Electronics. In this role, you will be part of the AI & Cloud Engineering (ACE) Division and Customer Engineering team, which is responsible for helping customers easily use our software tools and services.Our team supports customers on...
-
AI Compiler Engineer
2 months ago
Singapur, Singapore Renesas Electronics Full timeAbout the RoleWe are seeking a highly skilled AI Compiler Engineer to join our Machine Learning Core team. As a key member of this team, you will be responsible for developing AI compiler frameworks to accelerate machine learning workloads on the next generation of AI hardware.Key ResponsibilitiesDevelop AI compiler frameworks to optimize machine learning...
-
Customer-Focused AI Solutions Engineer
1 month ago
Singapur, Singapore Renesas Electronics Full timeJob Description Overview We are in search of a skilled and enthusiastic AI Product Optimization Engineer to become a vital member of our team. In this position, you will integrate into the AI & Cloud Engineering (ACE) Division and the Customer Engineering team. Our global Customer Engineering team is dedicated to assisting clients in effectively...
-
AI Developer/ Associate AI Developer
4 weeks ago
Singapur, Singapore SAP Full timeAbout the RoleSAP is seeking a talented AI Developer/ Associate AI Developer to join our team in Singapore. As a key member of our team, you will be responsible for developing and implementing cutting-edge AI solutions that drive business value for our customers.Key ResponsibilitiesDesign, develop, and deploy AI models and algorithms to solve complex...
-
AI/ML Engineer
2 months ago
Singapur, Singapore GECO Asia Full timeKey Skills and Qualifications:We are seeking a highly skilled AI/ML Developer to join our team at GECO Asia. The ideal candidate will have a strong background in creating and developing AI generative models, collaborating with cross-functional teams, and working on predictive modeling, human-AI interaction, and optimizing AI algorithms.AI Model Development:...
-
AI Engineer
3 months ago
Singapur, Singapore Yeah! Global Full timeThis is a remote position.Note: One of our clients is building a new team and hiring 8 AI Engineers globally. This is a 100% remote role. This role does not offer any visa sponsorship. Job Summary: As an AI Engineer, you will be responsible for designing, developing, and implementing AI models and algorithms that solve complex business problems. You will...
-
AI/ML Engineer
2 months ago
Singapur, Singapore GECO Asia Full timeKey Skills and Qualifications:Developing and training AI generative models to generate new content based on patterns and dataCollaborating with cross-functional teams to improve prediction accuracy, sentiment analysis, and image recognitionWorking on predictive modeling, human-AI interaction, and optimizing AI algorithmsConducting research and analysis to...
-
AI/ML Engineer
2 months ago
Singapur, Singapore GECO Asia Full timeKey Skills and Qualifications:We are seeking a highly skilled AI/ML Developer to join our team at GECO Asia. The ideal candidate will have a strong background in creating and developing AI generative models, collaborating with cross-functional teams, and working on predictive modeling and human-AI interaction.AI Model Development: Create and develop AI...
-
AI Developer/Associate AI Developer
4 weeks ago
Singapur, Singapore SAP Full timeAbout the RoleWe are seeking an experienced AI Developer/Associate AI Developer to join our team at SAP Labs Singapore. As a key member of our Artificial Intelligence team, you will be responsible for designing, developing, and deploying cutting-edge AI solutions that drive business value for our customers.Key ResponsibilitiesDesign and develop AI models and...
-
AI/ML Developer
3 months ago
Singapur, Singapore GECO Asia Full timeKey Skills and Qualifications:Creating and developing AI Generative Models to generate new content based on patterns and dataCollaborating with cross functional teams to improve on prediction accuracy, sentiments analysis, image recognitionWorking on predictive modelling, human-AI interaction, optimising on AIConducting research and analysis to optimise on...
-
AI Engineer
2 months ago
Singapur, Singapore Yeah! Global Full timeJob Description This is a remote position.Note: One of our clients is building a new team and hiring 8 AI Engineers globally. This is a 100% remote role. This role does not offer any visa sponsorship. Job Summary: As an AI Engineer, you will be responsible for designing, developing, and implementing AI models and algorithms that solve complex business...
-
AI Developer/Associate AI Developer
4 weeks ago
Singapur, Singapore SAP Full timeAbout the RoleWe are seeking a highly skilled AI Developer/Associate AI Developer to join our team at SAP Labs Singapore. As a key member of our Artificial Intelligence team, you will be responsible for designing, developing, and deploying cutting-edge AI solutions that drive business value for our customers.Key ResponsibilitiesDesign and develop AI models...
-
AI/Machine Learning Engineer
3 weeks ago
Singapur, Singapore HELLOAPP PTE. LTD. Full timeRoles & ResponsibilitiesJob Description: Responsible for the algorithm development of an AI accounting assistant, focusing on natural language processing (NLP) and speech recognition, to ensure users can easily input entries via voice or text. Develop and optimize AI algorithms to improve data recognition accuracy, and handle classification and storage...
AI Compiler Engineer for AI Kernel and Algorithm Development
2 months ago
We are seeking a talented and motivated AI Kernel and Algorithm Engineer to join our team at Renesas Electronics. 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, and 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 work closely with AI researchers to analyze deep learning models and how to lower them efficiently on AI platforms. You will also partner with hardware design teams to develop compiler optimizations for high performance. You will apply software development best practices to design features, optimization, and performance tuning techniques. You will gain valuable experience in developing machine learning compiler frameworks and will help in driving next-generation hardware software co-design for AI domain-specific problems.
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. 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.
Responsibilities- Development of AI compiler framework, high-performance kernel authoring, and acceleration onto next-generation hardware architectures.
- Contribution 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.
- Analysis of deep learning networks, development, and implementation of compiler optimization algorithms.
- Collaboration with AI research scientists to accelerate the next generation of deep learning models such as recommendation systems, computer vision, or natural language processing.
- AI compiler kernel development, including graph optimization, tiling, and memory allocation.
- 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 in intermediate IR such as LLVM.
- Experience of Product Owner of scrum team is plus.
