Senior Machine Learning Engineer - Perception

Transforming Logistics Through AutonomyAt Venti Technologies, we are pioneers in developing robotic vehicles designed to enhance logistics safety, promote a sustainable future, and improve the quality of human life. As a tightly-knit team of innovators, tinkerers, and problem-solvers, we are on a mission to implement fleet-level deployment of autonomous vehicles, and we seek the brightest minds to help us turn this vision into reality.About Venti TechnologiesHeadquartered in Singapore with additional offices in the U.S. and China, Venti Technologies is at the forefront of safe-speed autonomous logistics systems, revolutionizing goods transportation. Our proprietary technologies harness the power of advanced mathematics, deep learning, and well-founded algorithms to optimize logistics operations, significantly reducing costs while enhancing vehicle utilization and safety. Since our inception in 2018, we have assembled an exceptional international team and successfully deployed autonomous systems across various industrial and logistics sites in Asia.In this newly created role within our Operations Team, you will be instrumental in overseeing autonomous vehicle operations at customer sites. Your responsibilities will include Remote Vehicle Operations, Maintenance, and Systems Testing, with cross-deployment opportunities between testing and operations teams. This position operates on a shift-based schedule and is pivotal in ensuring the safe and efficient functioning of our autonomous vehicles. You will monitor and control real-time vehicle operations, perform general maintenance, and execute testing protocols.Daily, you will collaborate with cross-functional teams to integrate innovative technologies, troubleshoot technical challenges, and drive continuous improvement initiatives. Your expertise will be essential in maintaining compliance with safety regulations, optimizing vehicle performance, and fostering innovation in our autonomous vehicle operations.

Join Us in Shaping the Future of Autonomous Technology!At Venti Technologies, we are pioneering a new era of logistics through autonomous robotic vehicles designed to enhance safety, promote sustainability, and elevate the quality of human life.As a member of our dynamic team, you will be part of a mission-driven environment where innovation and problem-solving are at the forefront of everything we do. We are actively seeking talented individuals ready to contribute to our ambitious plans for fleet-level deployment of autonomous vehicles.About Venti TechnologiesFounded in 2018 and operating from multiple offices in the U.S. and Asia, Venti Technologies is at the forefront of safe-speed autonomous logistics solutions. Our cutting-edge technologies, grounded in rigorous mathematics and deep learning, are transforming the future of goods transportation. With a proven track record of enhancing safety, reducing costs, and optimizing vehicle utilization, we are rapidly growing and expanding our deployment of autonomous systems across industrial and logistics sites.As an intern in our Operations Team, you will play a critical role in managing autonomous vehicle operations at customer sites. Your responsibilities will include Remote Vehicle Operations, Maintenance, and Systems Testing, with opportunities to collaborate across both testing and operations teams. This role requires a shift-based schedule and is pivotal in ensuring the safety and efficiency of autonomous vehicle operations.In this position, you will work closely with cross-functional teams, integrating new technologies, troubleshooting challenges, and contributing to continuous improvement efforts. Your skills will be essential in maintaining compliance with safety standards, enhancing vehicle performance, and driving innovation in autonomous vehicle operations.

Empowering a Future of Autonomy. At Venti Technologies, we create innovative robotic vehicles to enhance logistics safety, promote sustainability, and enrich lives.Our dynamic team is committed to transforming the world through groundbreaking technology. We are visionaries, creators, and problem solvers, ready to deploy a fleet of autonomous vehicles. We invite the brightest minds to join us in this mission.About Venti TechnologiesWith a strong presence in the U.S. and Asia, Venti Technologies is at the forefront of safe-speed autonomous logistics systems, shaping the future of transportation. By leveraging advanced mathematics, deep learning, and robust algorithms, we have developed a proprietary suite of autonomy technologies that are recognized for their ability to reduce costs, enhance vehicle utilization, and improve safety. Since our inception in 2018, we have built an exceptional global team, deploying autonomous systems across industrial and logistics sites in Asia and expanding our operations. Our Asian headquarters is located in Singapore, with additional offices in Cambridge, Massachusetts, and Suzhou, China.As a member of our Systems Team, you will collaborate across various domains within the company, gaining valuable insights from experienced professionals while working closely with simulation engineers.In this role as an Autonomous Vehicle Simulation Engineer Intern, you will engage with various aspects of the autonomous system and play a crucial part in validating performance through simulation.

Empowering a World of AutonomyAt Venti Technologies, we are pioneering the future of logistics with our innovative robotic vehicles designed to enhance safety, promote sustainability, and improve human experiences. Our tight-knit team is on a mission to transform the world through groundbreaking technology. We are not just engineers; we are visionaries, creators, and problem solvers with a sprinkle of magic in our approach. Join us as we embark on an ambitious journey to deploy autonomous vehicles at a fleet level and redefine the landscape of transportation.About Venti TechnologiesHeadquartered in both the U.S. and Asia, Venti Technologies leads the charge in safe-speed autonomous logistics systems. Our proprietary autonomy technologies are built on rigorous mathematics and deep learning, delivering a collection of advanced logistics algorithms that optimize cost, vehicle utilization, and safety. Since our inception in 2018, we have established a global presence, deploying autonomous systems across Asia in industrial and logistics settings. With offices in Cambridge, Massachusetts, Suzhou, China, and Singapore, we are equipped to push the boundaries of what’s possible in transportation technology.Role OverviewThe Autonomous Vehicle Engineer will collaborate with our elite, cross-functional engineering team to design, implement, and enhance drive-by-wire systems and sensor suites, retrofitting vehicles into cutting-edge self-driving machines!

Empowering the Future of AutonomyAt Venti Technologies, we are dedicated to revolutionizing logistics through advanced robotic vehicles that enhance safety, promote environmental sustainability, and improve the quality of human life.Join our passionate team of innovators, tinkers, and problem-solvers as we strive to deploy autonomous vehicles at a fleet level. We are looking for outstanding individuals to help us turn this ambitious vision into reality.About Venti TechnologiesFounded in 2018, Venti Technologies is at the forefront of autonomous logistics systems, focusing on safe-speed solutions for the future of goods transportation. Our proprietary technologies, leveraging deep learning and advanced algorithms, have proven to significantly reduce costs, increase vehicle efficiency, and enhance safety. With offices across the globe, including our headquarters in Singapore, we are rapidly expanding our footprint in Asia and beyond.

Empowering the Future of AutonomyAt Venti Technologies, we are pioneering the development of autonomous vehicles aimed at enhancing logistics safety, promoting environmental sustainability, and improving quality of life. Our close-knit team is dedicated to transforming the future with cutting-edge technology. We are innovators, tinkerers, and problem-solvers, and we invite you to be a part of our journey towards fleet-level deployment of autonomous vehicles.About Venti TechnologiesHeadquartered in Singapore with additional offices in Cambridge (Massachusetts, USA) and Suzhou (China), Venti Technologies stands at the forefront of safe-speed autonomous logistics systems. Our team excels in utilizing advanced mathematics, deep learning, and proven algorithms to create proprietary autonomy technologies that optimize logistics processes. Launched in 2018, our solutions have successfully reduced costs, improved vehicle utilization, and enhanced safety, earning us recognition across the industry. Join us as we expand our deployment of autonomous systems in Asia and beyond.Role ResponsibilitiesUtilize existing tools for calibrating lower-level controllers on the vehicle (Throttle, Brake, Steering).Employ existing tools for calibrating upper-level controllers (Velocity, Brake, Steering).Conduct controller testing on vehicles in both static and dynamic scenarios to validate control calibration.Analyze controller performance to ensure compliance with established requirements.

Empowering the Future with Autonomous TechnologyAt Venti Technologies, we are committed to revolutionizing logistics through our innovative robotic vehicles. Our mission is to enhance safety, promote environmental sustainability, and improve the quality of life for individuals worldwide.Join our dynamic team of creative thinkers and problem solvers who are dedicated to pioneering disruptive technologies. We are embarking on an ambitious journey to deploy a fleet of autonomous vehicles, and we need top talent to help us realize this vision.About Venti TechnologiesHeadquartered in Singapore, with additional offices in the U.S. and China, Venti Technologies is at the forefront of developing safe-speed autonomous logistics systems. Our advanced algorithms and deep learning capabilities are designed to transform goods transportation, making it more efficient and cost-effective. Since our inception in 2018, we have been recognized for our ability to increase vehicle utilization while enhancing safety, and our autonomous systems are already operational across various industrial sites in Asia.ResponsibilitiesCollaborate with the engineering team to manage vehicle retrofitting plans.Oversee inventory management to ensure optimal supply levels.Assist in the development and prototyping of engineering systems.Conduct testing and troubleshooting for retrofitted vehicles under guidance.Support the implementation of software configurations for autonomous driving systems.Provide technical support and assistance to team members as required.QualificationsCurrently enrolled in a diploma or degree program in Electrical Engineering, Mechanical Engineering, Computer Science, or a related field.Basic understanding of automotive systems and electrical components.Enthusiasm for autonomous vehicle technology and eagerness to learn about retrofitting processes.Familiarity with programming languages such as C++ or Python is advantageous.Basic knowledge of the Linux command line.Strong analytical and problem-solving skills with a keen attention to detail.

Empowering a Future of AutonomyAt Venti Technologies, we are revolutionizing logistics through the development of robotic vehicles that enhance safety, promote sustainability, and enrich human life. Our team is driven by innovation and a shared goal of making the world a better place with groundbreaking technology.We are on a mission to deploy autonomous vehicles at a fleet level, and we are seeking exceptional talent to help us turn this vision into reality.About Venti TechnologiesVenti Technologies, with offices in the U.S. and Asia, is at the forefront of safe-speed autonomous logistics systems. Our advanced technology, which includes sophisticated algorithms and deep learning, is designed to transform goods transportation. Since our inception in 2018, we have built an unparalleled international team that is dedicated to delivering value through cost savings, increased vehicle utilization, and enhanced safety. Our autonomous systems are already operational in various industrial and logistics environments across Asia, and we continue to expand our reach.We invite you to join our Planning team as an intern, where you will collaborate with experienced engineers and researchers. You will have the opportunity to design, develop, and test algorithms that enable autonomous systems to navigate complex environments safely and efficiently. This internship promises hands-on experience in tackling challenging problems in autonomy and robotics.Key ResponsibilitiesAssist in the development of behavior and motion planning algorithms for autonomous vehicles, focusing on decision-making and trajectory generation.Implement, test, and validate algorithms in simulation environments and on actual vehicles.Optimize existing algorithms for enhanced performance, safety, and efficiency.Collaborate with cross-disciplinary teams including perception, localization, and control to ensure seamless integration of planning algorithms.Analyze test data and simulation outcomes to evaluate algorithm performance and identify areas for improvement.Stay informed about the latest research in behavior and motion planning.

Grab Holdings Inc. seeks a Manager, Strategy & Programs to join the Autonomous Vehicles team in Singapore. This role drives key initiatives and helps shape the direction of mobility solutions across Southeast Asia. Key responsibilities Lead major strategic projects within the Autonomous Vehicles division. Collaborate with teams from different functions to design and roll out new programs. Contribute to efforts that enhance and grow transportation services using autonomous vehicle technology. Make sure all programs are in line with Grab’s broader vision for mobility and innovation. Role focus This position centers on both strategy and execution. The Manager will work on projects that have a direct impact on the company’s mobility goals, supporting Grab’s commitment to advancing autonomous vehicle technology in the region.

Empowering the Future of AutonomyAt Venti Technologies, we are pioneering robotic vehicles designed to enhance logistics safety, promote sustainability, and enrich human experiences. Our close-knit team is dedicated to revolutionizing the world through innovative technology. We are passionate creators, thinkers, and problem-solvers, ready to deploy fleet-level autonomous vehicles to redefine transportation.About Venti TechnologiesVenti Technologies, operating in both the U.S. and Asia, stands at the forefront of safe-speed autonomous logistics solutions. Our mission is to transform goods transportation through advanced mathematics, deep learning, and proprietary algorithms. Since our inception in 2018, we've established ourselves as a leader in the sector, with autonomous systems currently deployed across industrial and logistics sites in Asia. Our headquarters in Singapore complements our offices in Cambridge, Massachusetts, and Suzhou, China, creating a globally diverse and talented team.Role OverviewAs an Autonomous Vehicle Integration & Validation Intern, you will collaborate with our engineering team to enhance the integration, configuration, and troubleshooting of autonomous vehicle systems. You will play a vital role in developing automation tools that assist engineers in configuring components and diagnosing issues based on vehicle error codes.Your responsibilities will include supporting AV kit preparation, conducting quality checks, and participating in system validation activities. This internship offers invaluable hands-on experience with autonomous vehicle hardware and software tools in a real-world environment.Role ResponsibilitiesCollaborate with engineers to develop automation tools and software utilities that streamline AV system integration and configuration.Test and validate the usability of internal tools utilized by engineering teams.Identify and document bugs or issues during testing to enhance tool functionality.Assist in rapid development cycles by testing and validating new features.

Role overview NCS3 is seeking an #EG AI Engineer in Singapore to focus on autonomous networks. This role centers on using artificial intelligence and machine learning to advance network automation and boost performance. What you will do Collaborate with teams across disciplines to design and build AI-driven solutions for autonomous networking. Develop and implement technologies that improve network efficiency and automation. Contribute to projects aimed at shaping the future of autonomous network operations. Location Singapore

Join WeRide, a pioneering global company at the forefront of autonomous driving technology development, focusing on levels 2 through 4. We offer a diverse range of products including Robotaxi, Robobus, Robosweeper, Robovan, and Advanced Driving Solutions, aimed at enhancing mobility and transportation safety, affordability, and accessibility.We are excited to invite a talented and enthusiastic Autonomous Driving System Test Engineer to our research and development center in Singapore. In this role, you will be integral to the deployment, testing, and operation of L4-level autonomous vehicles on international projects. Collaborate with expert engineers to delve into innovative autonomous driving technologies and transition them into viable commercial solutions. This position also offers opportunities for international travel to participate in local project deployments, enriching your global perspective and providing invaluable hands-on experience.

Join our dynamic mapping team at Motional, where you will collaborate with leading experts in the fields of mapping, software engineering, and machine learning to develop revolutionary mapping systems for autonomous vehicles. We are at the forefront of innovation in mapping technology, and we are looking for passionate engineers who are eager to take on intellectual challenges and contribute to the future of transportation.Your Responsibilities:Address complex challenges in large-scale mapping by utilizing cutting-edge methods and technologies.Design and implement high-quality, scalable software using Python, C++, and other advanced tools.Handle diverse datasets from various sources, including vehicle sensors and geospatial data.Mentor junior software engineers and domain experts, aiding in their professional development.Collaborate closely with cross-functional teams, including both technical and non-technical stakeholders, on impactful projects.

Motional is on the lookout for a highly skilled Principal Software Engineer to act as the technical guide for our Platform & Applications team. This pivotal leadership position will be responsible for the architectural integrity and engineering excellence of the systems that drive our autonomous vehicle (AV) fleet and support the developers who create it. In this role, you will steer the technical strategy for two essential areas: Developer Platform and Cloud Applications. As Motional moves towards commercial driverless operations, you will spearhead engineering initiatives ensuring our systems uphold the highest standards of reliability and scalability to support a global fleet. Your Responsibilities: Design and develop intricate software systems that connect with both internal enterprise tools and external commercial partners. Establish and uphold global software engineering standards within the team, advocating for industry best practices in code quality, security, and maintainability. Lead the progression of our microservice-based architecture, clearly delineating boundaries between Cloud, AV, and third-party systems to facilitate the scaling of our fleet to over 300 commercial vehicles. Architect and implement our Internal Developer Portal, a modular platform aimed at centralizing resources, documentation, and engineering productivity metrics. Conduct thorough analyses of our Bazel build systems and GitLab CI/CD pipelines to minimize developer friction, enhance build caches, and streamline the development lifecycle.

Motional’s Map Creator team in Singapore is hiring a Senior Frontend Software Engineer. This group builds and maintains a web-based editor for semantic map annotation, a critical tool in the development of autonomous vehicles. The focus is on managing large-scale map data, ensuring it remains editable, validated, and efficiently visualized for both accuracy and speed. Role overview This position centers on developing and maintaining a web application that enables semantic map annotation. The work involves handling extensive map datasets, with a strong emphasis on application performance and user experience. Automation of map generation processes is key, aiming to streamline operations and reduce manual effort. The role also includes designing and refining user workflows to boost efficiency and support the profitability of Motional’s autonomous driving initiatives. What you will do Build and maintain a web application for semantic map annotation Work with large map datasets, focusing on usability and performance Automate processes for map generation Design and improve user workflows for greater efficiency Help advance tools that support autonomous vehicle technology Requirements Proven experience as a frontend engineer, especially with web-based tools Comfort working with complex, large-scale data sets Strong skills in building user-focused solutions Collaborative approach and interest in working within an innovative team This role contributes directly to the future of transportation by building essential tools for autonomous vehicles.

Motional’s Motion Planning team in Singapore is looking for a Senior Motion Planning Engineer to help shape the future of autonomous vehicles. This role blends robotics, software engineering, and applied research to develop reliable systems for safe and comfortable navigation. What You’ll Do Drive research and development of advanced algorithms for motion planning, with a focus on search-based methods, complex geometry, and probabilistic decision-making in uncertain environments. Design, implement, and refine motion planning and prediction algorithms, ensuring they perform effectively in real-world autonomous driving scenarios. Build and maintain a scalable codebase that supports rapid prototyping, exploration, and thorough testing of new motion planning approaches. Collaborate closely with teams working on perception, prediction, trajectory optimization, tracking, and control to ensure smooth integration and strong overall system performance. Share expertise in software development and research, mentoring peers and encouraging best practices across the team. Support and guide junior engineers, fostering a product-driven mindset and promoting technical growth within the group. Location This position is based in Singapore, Central, Singapore.

Join our Perception team at Motional, where you will collaborate with top-tier ML engineers and research scientists dedicated to transforming the future of transportation through self-driving vehicles. Our cutting-edge technology is pivotal in understanding dynamic environments while effectively tracking and classifying objects around our robotic taxis. We seek engineers who are deeply passionate about Level 4 autonomous driving technology, thrive on intellectual challenges, and aspire to grow their careers with an innovative and fast-paced company.Key Responsibilities:Implement and deploy perception models on edge devices.Enhance and optimize GPU-accelerated algorithms via CUDA.Create advanced post-processing and classical vision algorithms.Optimize system performance focusing on latency, throughput, memory, and determinism.Elevate code quality through rigorous reviews, testing strategies, and performance benchmarks.Engage closely with ML engineers to:Enhance model robustness and readiness for deployment.Shape training objectives based on system requirements.Diagnose and rectify integration issues between models and systems.

Empowering the Future Through Autonomy.At Venti Technologies, we specialize in developing cutting-edge robotic vehicles that enhance logistics safety, promote environmental sustainability, and improve the quality of life for individuals. As a passionate team of innovators and problem-solvers, we are dedicated to revolutionizing the world through disruptive technologies. Our ambitious plan for fleet-level deployment of autonomous vehicles is underway, and we are on the lookout for top talent to help us realize this vision.About Venti TechnologiesHeadquartered in Singapore with additional offices in the U.S. and China, Venti Technologies is a frontrunner in autonomous logistics systems, pioneering the future of goods transportation. Our proprietary suite of autonomy technologies leverages advanced mathematics, deep learning, and robust algorithms to deliver proven solutions that enhance safety, reduce costs, and increase vehicle utilization. Founded in 2018, Venti boasts a diverse and talented international team, with autonomous systems already operational across Asia for various industrial and logistics applications.Key ResponsibilitiesDesign and implement high-quality, fast, and reliable code.Develop and integrate advanced features for our autonomous vehicle systems.Maintain code quality through continuous integration, automated testing, and thorough code reviews.Produce detailed technical design documentation.

Join a Revolutionary Team in Autonomous Vehicle Technology!At Venti Technologies, we are on a mission to create a world powered by autonomous solutions. Our cutting-edge robotic vehicles are designed to enhance logistics safety, contribute to a sustainable environment, and improve the quality of human life.As a vital member of our innovative team, you will play an essential role in shaping the future of autonomous vehicle deployment. We are looking for ambitious individuals who are eager to contribute to transformative technology and join us in making a significant impact.About Venti TechnologiesVenti Technologies, with its headquarters in Singapore and additional offices in Cambridge, MA, and Suzhou, China, is at the forefront of autonomous logistics systems. Our advanced technologies utilize rigorous mathematics and deep learning algorithms to optimize goods transportation. Since our inception in 2018, we have successfully deployed autonomous systems across various industrial and logistics sites in Asia, reinforcing our commitment to safety, efficiency, and environmental responsibility.As a System Quality Engineer, you will ensure exceptional system quality, safety, and operational stability across our autonomous vehicle framework. This role is a dynamic intersection between testing, operations, and engineering, where you will lead the comprehensive investigation of live and post-run operational issues.You will analyze real-world operational data, conduct root cause analyses, and collaborate closely with engineering teams to implement effective solutions. Your focus will be on system behavior, stack stability, performance issues, and operational workflow enhancements.Key ResponsibilitiesLead end-to-end triage and investigation of live and post-run operational issues, including failure and root cause analysis. Identify unusual behaviors, determine issue origins, validate solutions, and manage the full lifecycle of issues in collaboration with engineering teams.Develop and maintain documentation and operational resources, including Standard Operating Procedures (SOPs), process training materials, release notes, and recurring issue knowledge bases for stakeholders. Ensure effective communication between engineers, operations, and systems.Investigate performance issues affecting productivity and propose strategic enhancements to improve operational efficiency.