Lead Machine Learning Engineer

2 weeks ago

Singapur, Singapore PLT Engineering Full time

Get to know the Team The Fulfilment Tech family is one of the pillars that enable Grab to out-serve our consumers and partners in various businesses and marketplaces across Southeast Asia. We are developing high-throughput, real-time distributed systems that use sophisticated machine learning techniques to handle hundreds of millions of requests per day. Our mission is to provide the best-in-class products and experiences to our driver partners, improve driver partner opportunities and efficiency to fulfil consumer orders without fail, rain or shine, and to create efficient marketplaces by determining an optimal price that is both sustainable and loved by our partners and consumers. At the Fulfilment machine engineering team, we are working to solve challenging problems in the marketplace that involve dynamic pricing and supply and demand management. We're looking for a Lead Machine Learning Engineer to join our team and help bring that vision to life by developing and refining cutting-edge reinforcement learning models and simulation platforms. Get to know the Role This is a hands-on role focused on building large-scale simulation platforms. You'll be reporting to the Senior Engineering Manager and work onsite at Grab One North Singapore office. You'll help create a digital twin of Grab's dynamic marketplace, which encompasses tens of thousands of consumers, drivers, and merchants. Furthermore, you'll design and implement reinforcement learning, optimization, and control models to address critical business challenges within Grab's marketplace and deploy these solutions at scale. You have understanding of the software development lifecycle and engineering best practices, along with significant experience developing production-ready Machine Learning systems. Additionally, experience with regression, classification, and optimization problems, applying reinforcement learning (or control theory), and working with real-time streaming data is essential. The Critical Tasks You Will Perform Develop and architect a simulation platform to model the real-world marketplace behaviour across Grab's diverse service offerings. Define and drive the technical roadmap for integrating the Simulation Platform into the product development lifecycle within the Fulfilment Tech Family Design the Simulation Platform to allow comprehensive "What-If" scenario analysis, facilitating data-driven product decisions. Collaborate with data scientists and engineers to design simulation workflows that support platform policy designs and optimizations. Work with data scientists and engineers to create Simulation SDKs that enhance the user experience of the platform. Partner with Data Scientists to integrate and build feedback loops, allowing optimal policy search using the simulation platform. Design and scale the simulation platform to execute hundreds to thousands of simulations daily. Identify and resolve performance bottlenecks and debug simulation divergence issues. Conduct service capacity and demand planning, software performance analysis, costing, tuning, and optimization. Participate in code and design reviews to uphold high development standards. #J-18808-Ljbffr

  • Lead Machine Learning Engineer

    1 week ago

    Singapur, Singapore Thoughtworks Full time

    Lead Machine Learning Engineers at Thoughtworks use modern architectures to develop end-to-end scalable machine learning systems and applications. They use their specialized depth and breadth of knowledge to impact the achievement of client, project or service objectives and advocate for ways of working to promote and deliver excellence. They operate within...

  • Lead Machine Learning Engineer

    1 day ago

    Singapur, Singapore Thoughtworks Inc. Full time

    # Lead Machine Learning EngineerSingapore, Singapore## Job responsibilities* Lead the design and implementation of advanced model optimization pipelines, including quantization, pruning, and distillation.Architect and tune inference runtimes and serving frameworks to achieve optimal performance across deployments.* Guide teams in implementing high-throughput...

  • Machine Learning Engineer

    3 weeks ago

    Singapur, Singapore SGX Group Full time

    Overview Machine Learning Engineer role at SGX Group . SGX is looking for a Machine Learning Engineer who is passionate about building scalable data/machine learning platforms and pioneering solutions. As a Machine Learning Engineer, you will play a crucial role in transforming how we run and deploy AI/ML models. Your work will directly impact our ability to...

  • Machine Learning Engineer

    3 weeks ago

    Singapur, Singapore SGX Full time

    Job Summary SGX is looking for a Machine Learning Engineer who is passionate about building scalable data/machine learning platforms and pioneering solutions. As a Machine Learning Engineer, you will play a crucial role in transforming how we run and deploy AI/ML models. Your work will directly impact our ability to build and deliver AI/ML use cases that...

  • Lead Machine Learning Engineer

    2 weeks ago

    Singapur, Singapore Grab Full time

    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...

  • Lead Machine Learning Platform Engineer

    3 weeks ago

    Singapur, Singapore GrabTaxi Holdings Pte. Ltd. Full time

    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...

  • Machine Learning Engineer

    2 weeks ago

    Singapur, Singapore Tap Growth ai Full time

    Location: Singapore (WFO, 5 Days) Company: Confidential Payroll Company: IIT Matrix Duration: 1-year initial contract with high potential for long-term extensions Job Title: Machine Learning Engineer (NLP/Generative AI) We are looking for an innovative and production-focused engineer who thrives in a collaborative environment and is passionate about turning...

  • Machine Learning Engineer

    2 weeks ago

    Singapur, Singapore STRAITDEER PTE. LTD. Full time

    We’re looking for a Machine Learning Engineer to join our dynamic AI/ML team. You’ll build and enhance the intelligent systems and models that power our products. You’ll work closely with data scientists, data engineers, and product teams to translate research prototypes into AI‑powered solutions that drive business value. Responsibilities Build ML...

  • Machine Learning Engineer

    2 weeks ago

    Singapur, Singapore SCIENTE Full time

    Direct message the job poster from SCIENTE We are seeking an experienced Machine Learning / AI Engineer to join a dynamic and multicultural team within a leading global financial institution at the forefront of digital transformation and innovation. This role involves designing, building, and deploying end-to-end machine learning solutions across...

  • Machine Learning Engineer

    3 weeks ago

    Singapur, Singapore SCIENTE Full time

    Direct message the job poster from SCIENTE We are seeking an experienced Machine Learning / AI Engineer to join a dynamic and multicultural team within a leading global financial institution at the forefront of digital transformation and innovation. This role involves designing, building, and deploying end-to-end machine learning solutions across...