Principal machine learning engineer
1 month ago
Company Description About Grab and Our Workplace Grab is Southeast Asia's leading superapp. From getting your favourite meals delivered to helping you manage your finances and getting around town hassle-free, we've got your back with everything. In Grab, purpose gives us joy and habits build excellence while harnessing the power of Technology and AI to deliver the mission of driving Southeast Asia forward by economically empowering everyone, with heart, hunger, honour, and humility. Job Description Get to know the Team Join our dynamic Ads Serving Team, where we are dedicated to ensuring that the right ads reach the right audience at the right moment. We lead algorithm improvements, focusing on enhancing ads inventory efficiency to maximise value for both advertisers and users. We take pride in managing the entire ads backend tech stack, which is designed to handle high query per second (QPS) loads, ensuring seamless performance. Our work is not just about maintaining systems; we excel at solving complex challenges that arise in the world of digital advertising. From developing advanced ads bidding strategies and refining prediction models to designing innovative auction systems and improving ads recall, our team tackles a variety of stimulating problems every day. If you're passionate about technology in the advertising landscape, you'll find a home with us Get to know the Role As a Principal Machine Learning Engineer, you will report into the Head of Engineering and work hybrid in Singapore. This is a hands-on role involving building large-scale machine learning, control theory and optimisation solutions. You will build data-driven technologies to drive real-world impact in Grab's ads business that consists of hundreds of thousands of consumers and merchants. The Critical Tasks You Will Perform You will partner with product teams and other engineers to solve Ads business problems through Machine Learning. You will set the direction and goals for a sizeable team, concerning project impact, Machine Learning system design, and Machine Learning excellence. You will re-evaluate the tradeoffs of already shipped features/ Machine Learning systems, and you can drive large efforts across multiple teams to reduce technical debt, designing from first principles. You will lead a 10+ people team from a technical perspective to develop Machine Learning best practices and influence engineering culture. You will be the go-to person to escalate the most complex online/ production performance and evaluation issues, that require an in-depth knowledge of how the machine learning system works with systems around it. Code deliverables that will tie the Machine Learning solutions you develop to our ad delivery stack. You will mentor junior machine learning engineers and provide insightful feedback. Qualifications What Essential Skills You Will Need You have at least 8 years experience in the following areas: machine learning, recommendation systems, pattern recognition, data mining, artificial intelligence, or related technical field. You have a Degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience. You have experience developing machine learning models at scale from inception to making a business impact. You have background in machine learning, control theory, and experience optimising ads serving stacks. You have good experience developing scalable machine learning solutions, understanding of software development life-cycle and engineering practices, experience working on a range of optimisation problems. Additional Information Life at Grab We care about your well-being at Grab, here are some of the global benefits we offer: We have your back with Term Life Insurance and comprehensive Medical Insurance. With Grab Flex, create a benefits package that suits your needs and aspirations. Celebrate moments that matter in life with loved ones through Parental and Birthday leave, and give back to your communities through Love-all-Serve-all (LASA) volunteering leave. We have a confidential Grabber Assistance Programme to guide and uplift you and your loved ones through life's challenges. What We Stand For At Grab We are committed to building an inclusive and equitable workplace that enables diverse Grabbers to grow and perform at their best. As an equal opportunity employer, we consider all candidates fairly and equally regardless of nationality, ethnicity, religion, age, gender identity, sexual orientation, family commitments, physical and mental impairments or disabilities, and other attributes that make them unique. #J-18808-Ljbffr
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Principal machine learning engineer
1 month ago
Singapore Splore Pte. Ltd. Full timeWhat is Splore? Splore is transforming how businesses handle information by utilizing enterprise-grade generative AI and multi-agent systems to streamline and enhance decision-making processes. Founded and funded by industry leaders Temasek and Menyala, Splore specializes in AI-driven solutions for precision and efficiency in information retrieval.Our...
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Principal Machine Learning Architect
2 weeks ago
Singapore FACEBOOK SINGAPORE PTE. LTD. Full timeAs a Principal Machine Learning Architect at Meta, you will play a critical role in shaping the direction of our machine learning systems. We are embarking on a transformative journey to leverage cutting-edge technologies and advance the way people connect around the world.About the RoleThis is an exciting opportunity for a seasoned Machine Learning Engineer...
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Principal machine learning engineer
2 weeks ago
Singapore GrabTaxi Holdings Pte. Ltd. Full timeAbout Grab and Our Workplace Grab is Southeast Asia's leading superapp. From getting your favourite meals delivered to helping you manage your finances and getting around town hassle-free, we've got your back with everything. In Grab, purpose gives us joy and habits build excellence, while harnessing the power of Technology and AI to deliver the...
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Principal Machine Learning Engineer
2 weeks ago
Singapore GrabTaxi Holdings Pte. Ltd. Full timeAbout Grab and Our Workplace Grab is Southeast Asia's leading superapp. From getting your favourite meals delivered to helping you manage your finances and getting around town hassle-free, we've got your back with everything. In Grab, purpose gives us joy and habits build excellence, while harnessing the power of Technology and AI to deliver the...
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Singapore PERSOLKELLY SINGAPORE PTE. LTD. Full timeAbout the RoleWe are seeking a highly skilled Principal Data Analyst and Machine Learning Engineer to join our team at PERSOLKELLY SINGAPORE PTE. LTD.Key ResponsibilitiesDevelop and implement advanced machine learning models to drive business growth and improve decision-making processes.Leverage expertise in data science and statistical methods to analyze...
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Principal machine learning engineer
1 month ago
Singapore GrabTaxi Holdings Pte. Ltd. Full timeAbout Grab and Our Workplace Grab is Southeast Asia's leading superapp. From getting your favourite meals delivered to helping you manage your finances and getting around town hassle-free, we've got your back with everything. In Grab, purpose gives us joy and habits build excellence while harnessing the power of Technology and AI to deliver the...
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Principal machine learning engineer
4 weeks ago
Singapore GrabTaxi Holdings Pte. Ltd. Full timeAbout Grab and Our Workplace Grab is Southeast Asia's leading superapp. From getting your favourite meals delivered to helping you manage your finances and getting around town hassle-free, we've got your back with everything. In Grab, purpose gives us joy and habits build excellence while harnessing the power of Technology and AI to deliver the...
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Principal machine learning engineer
4 weeks ago
Singapore GrabTaxi Holdings Pte. Ltd. Full timeAbout Grab and Our Workplace Grab is Southeast Asia's leading superapp. From getting your favourite meals delivered to helping you manage your finances and getting around town hassle-free, we've got your back with everything. In Grab, purpose gives us joy and habits build excellence while harnessing the power of Technology and AI to deliver the...
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Principal machine learning engineer
4 weeks ago
Singapore Sovereign’s Capital Full timeCompany DescriptionAbout Grab and Our Workplace Grab is Southeast Asia's leading superapp. From getting your favourite meals delivered to helping you manage your finances and getting around town hassle-free, we've got your back with everything. In Grab, purpose gives us joy and habits build excellence while harnessing the power of Technology and AI...
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Principal machine learning engineer
4 weeks ago
Singapore GrabTaxi Holdings Pte. Ltd. Full timeAbout Grab and Our Workplace Grab is Southeast Asia's leading superapp. From getting your favourite meals delivered to helping you manage your finances and getting around town hassle-free, we've got your back with everything. In Grab, purpose gives us joy and habits build excellence while harnessing the power of Technology and AI to deliver the...
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Principal machine learning engineer
4 weeks ago
Singapore Sovereign’s Capital Full timeCompany Description About Grab and Our Workplace Grab is Southeast Asia's leading superapp. From getting your favourite meals delivered to helping you manage your finances and getting around town hassle-free, we've got your back with everything. In Grab, purpose gives us joy and habits build excellence while harnessing the power of Technology and AI...
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Singapore Splore Pte. Ltd. Full timeWhat is Splore?Splore is transforming how businesses handle information by utilizing enterprise-grade generative AI and multi-agent systems to streamline and enhance decision-making processes. Founded and funded by industry leaders Temasek and Menyala, Splore specializes in AI-driven solutions for precision and efficiency in information retrieval. Our...
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Research engineer
7 days ago
Singapore Tan Tock Seng Hospital Full timeCompany description:Tan Tock Seng Hospital Job description:About the job We are looking for solution-orientated software engineers for machine learning (ML) / deep learning (DL). Here is your chance to shape the future with us! Our team develops AI for ophthalmological applications. We are leading the change in telemedicine for home monitoring and our...
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Research Engineer
1 week ago
Singapore Tan Tock Seng Hospital Full timeCompany description: Tan Tock Seng Hospital Job description: About the job We are looking for solution-orientated software engineers for machine learning (ML) / deep learning (DL). Here is your chance to shape the future with us! Our team develops AI for ophthalmological applications. We are leading the change in telemedicine for home monitoring and our...
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Research fellow
3 weeks ago
Singapore National University Of Singapore Full timeResearch Fellow (Machine Learning in Chemical and Control Engineering) Location: COLLEGE OF DESIGN & ENG, Kent Ridge Campus, SG Company: National University of Singapore Job Description • The Research Fellow will work closely with the Principal Investigator, Dr. WU Zhe, on several research projects of optimization of chemical and manufacturing processes...
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Machine learning engineer
2 weeks ago
Singapore Sociozk Full timeSocio ZK is seeking a talented and motivated Machine Learning Engineer to join our innovative team. The ideal candidate will have a strong background in machine learning algorithms, data analysis, and software development. As a Machine Learning Engineer, you will be responsible for designing, building, and deploying machine learning models to solve complex...
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Machine learning engineer
2 weeks ago
Singapore Sociozk Full timeSocioZK is seeking a talented and motivated Machine Learning Engineer to join our innovative team. The ideal candidate will have a strong background in machine learning algorithms, data analysis, and software development. As a Machine Learning Engineer, you will be responsible for designing, building, and deploying machine learning models to solve complex...
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Research Fellow
3 days ago
Singapore National University of Singapore Full timeJob Title: Research Fellow (Machine Learning in Chemical and Control Engineering)Posting Start Date: 08/11/2024Job Description The Research Fellow will work closely with the Principal Investigator, Dr. WU Zhe, on several research projects of optimization of chemical and manufacturing processes through machine learning tools. The Research Fellow will help to...
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Principal AI Researcher
4 weeks ago
Singapore Bosch Full timeJob OverviewBosch, a leading technology company, is seeking a highly skilled Principal AI Researcher to join their team in Singapore. This exciting opportunity offers the chance to contribute to cutting-edge research in trustworthy machine learning (ML) systems.About UsBosch is a world-renowned technology company with a strong presence in Asia. Our team of...
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Machine learning engineer
1 month ago
Singapore Parallelchain Full timeJoin our team and lead the development of cutting-edge biometric AI solutions in the fintech industry. As a Machine Learning Engineer, you'll have the opportunity to work on projects that push the boundaries of biometric authentication (e.g. deepfake detection). Your contributions will directly impact our fintech products, ensuring they remain at the...
