Senior Principal Data Engineering Lead

About UsPhysicsX is a pioneering deep-tech company with a strong foundation in numerical physics and Formula One, dedicated to revolutionizing hardware innovation at software speed.We are developing an AI-powered simulation software stack designed for engineering and manufacturing across high-tech industries. By harnessing high-fidelity, multi-physics simulations through AI inference throughout the engineering lifecycle, PhysicsX enables unprecedented levels of optimization and automation in design, manufacturing, and operations—empowering engineers to explore new possibilities. Our clientele includes leading innovators in Aerospace & Defense, Materials, Energy, Semiconductors, and Automotive.Who We're SeekingAs a Principal Data Scientist (Algorithm Engineer) in our Delivery team, you will be an accomplished problem solver and technical leader, passionate about crafting practical solutions that empower customers to enhance their engineering decisions. You possess the ability to comprehend complex engineering concepts across diverse industries, spearhead technical initiatives, and collaborate directly with clients, often working alongside them to integrate cutting-edge AI models into functional tools.You have a proven track record of addressing challenging problems that demand strong foundations in data-driven modeling and deep learning techniques, with substantial hands-on experience in probabilistic methods and predictive modeling. Your proficiency in Python, complemented by advanced expertise in libraries such as NumPy, SciPy, Pandas, TensorFlow, and PyTorch, is critical, along with a demonstrated ability to design and deploy scalable, production-grade models and data pipelines.With extensive industry experience (post-Master's or PhD) in a commercial setting, you are prepared to not only execute but also lead and mentor others. You are enthusiastic about advancing both your technical knowledge and leadership capabilities, naturally taking ownership of complex data science initiatives and guiding teams toward success. You continually enhance the systems and solutions you engage with, ensuring they are practical, impactful, and aligned with the evolving needs of our customers.This RoleIn this senior position, you will collaborate closely with our Simulation Engineers, Machine Learning Engineers, and clients to identify and define engineering and physics challenges while providing technical leadership to your team.You will lay the groundwork for successful, impactful solutions by:

About UsPhysicsX is a pioneering deep-tech company rooted in numerical physics and Formula One, committed to accelerating hardware innovation at the speed of software.We are developing an AI-powered simulation software suite for engineering and manufacturing in cutting-edge industries. By facilitating high-fidelity, multi-physics simulations through AI inference throughout the entire engineering lifecycle, PhysicsX unveils unparalleled levels of optimization and automation in design, manufacturing, and operations—empowering engineers to transcend limits. Our clientele includes leading innovators in Aerospace & Defense, Materials, Energy, Semiconductors, and Automotive.Who We’re Looking ForAs a Senior Data Scientist in the Delivery team, you will be a seasoned problem solver and technical leader who is enthusiastic about crafting practical solutions that empower customers to enhance their engineering decisions. You have a strong grasp of advanced engineering concepts across various industries, can spearhead technical initiatives, and excel in collaborating directly with clients—often working side-by-side with them on-site—to integrate cutting-edge AI models into tools that are both functional and impactful.You have a proven track record of tackling complex problems requiring a solid foundation in data-driven modeling and deep learning techniques, alongside extensive hands-on experience with probabilistic methods and predictive modeling. Your proficiency in Python, along with advanced skills in libraries such as NumPy, SciPy, Pandas, TensorFlow, and PyTorch, is critical, with a demonstrated capability to architect and deploy scalable, production-ready models and data pipelines.With 3-5 years of industry experience (post-Master's or PhD) in a commercial, non-research environment, you are ready to not only execute tasks but also mentor and lead others. You are genuinely excited about enhancing both your technical expertise and leadership capabilities, naturally assuming ownership of complex data science workflows and guiding teams towards success. You continuously refine the systems and solutions you work on to ensure they are practical, impactful, and aligned with the evolving needs of our customers.This RoleIn this senior position, you will collaborate closely with our Simulation Engineers, Machine Learning Engineers, and clients to identify and define the engineering and physics challenges we aim to address, while providing technical leadership to your team.You will lay the groundwork for successful, impactful solutions by:Leading the pre-processing and analysis of complex data to prepare it for predictive modeling, establishing best practices...

About UsPhysicsX is a pioneering deep-tech company rooted in numerical physics and Formula One, committed to driving hardware innovation at the speed of software.We are developing an advanced AI-driven simulation software suite tailored for engineering and manufacturing in cutting-edge industries. By facilitating high-fidelity, multi-physics simulations through AI inference throughout the engineering lifecycle, PhysicsX opens up unprecedented levels of optimization and automation in design, manufacturing, and operational processes — empowering engineers to redefine what is possible. Our clientele includes leading innovators in Aerospace & Defense, Materials, Energy, Semiconductors, and Automotive sectors.Who We Are Looking ForAs a Senior FEA Engineer (Delivery), you will be a problem-solver and innovator, passionate about developing practical solutions that empower our clients to enhance their engineering decisions. You will possess the ability to understand and apply advanced engineering concepts across various industries, excelling in direct collaboration with customers (often on-site) to construct CAE models integrated into AI tools that are not only functional but widely utilized.Your deep expertise in structural mechanics, materials science, and multi-physics modeling will be complemented by a strong capability to apply fundamental knowledge to real-world engineering challenges. You will be highly proficient in at least one of the following: NASTRAN, ABAQUS, or ANSYS Mechanical, and skilled at automating these tools to create scalable optimization workflows that yield significant results. Familiarity with open-source FEA packages such as CalculiX or FEniCS is a notable advantage. Proficiency in parametric CAD modeling (NX or CATIA) and coding in Python (or a quick ability to learn programming languages) is also beneficial. Experience with explicit dynamics (LS-DYNA, Abaqus/Explicit) for crash simulations is highly regarded. A background in coupled simulations such as thermo-mechanical analysis and fluid-structure interaction modeling is also desirable.With 3-5 years of industry experience (post Master’s or PhD) in a commercial setting, you will be ready to make an immediate impact. You will be confident in independently setting up FEA simulations, interpreting complex results with depth, and making informed decisions grounded in solid engineering judgment.This RoleIn this role, you will collaborate closely with our Data Scientists, Machine Learning Engineers, and clients to understand and define the engineering challenges we aim to address.You will be instrumental in delivering high-fidelity simulations by:Independently constructing complex structural and multi-physics models.

About UsPhysicsX is an innovative deep-tech company rooted in numerical physics and the high-performance world of Formula One, committed to revolutionizing hardware innovation with the agility of software development.We are developing an AI-driven simulation software suite designed for engineering and manufacturing in advanced industries. By facilitating high-fidelity, multi-physics simulations through AI inference across the entire engineering lifecycle, PhysicsX empowers engineers to achieve unprecedented levels of optimization and automation in design, manufacturing, and operations. Our clientele includes top innovators in Aerospace & Defense, Materials, Energy, Semiconductors, and Automotive sectors.Who We Are SeekingAs a Senior CFD Engineer (Delivery), you will be a creative problem solver and builder, dedicated to developing practical solutions that help our customers enhance their engineering decisions. You possess the ability to understand and apply advanced engineering principles across various industries, and excel in collaborating directly with clients, often on-site, to construct CAE models integrated into AI tools that are both functional and widely utilized.Your expertise encompasses fluid mechanics, heat transfer, and multiphase modeling, alongside a robust capacity to translate fundamental knowledge into practical applications across diverse engineering challenges. You are highly skilled in at least one of the following simulation tools: Star-CCM+, OpenFOAM, or Fluent, and proficient in automating these tools to create scalable optimization workflows that yield significant outcomes. Familiarity with parametric CAD modeling (NX or CATIA) and coding experience in Python/Java (or the capability to swiftly learn programming languages) is a plus.With 3-5 years of industry experience (post-Masters or PhD) in a commercial setting, you are poised to hit the ground running. You are adept at independently configuring CFD simulations, interpreting intricate results with insight, and making informed decisions grounded in solid engineering judgment.This RoleIn this position, you will collaborate closely with our Data Scientists, Machine Learning Engineers, and clients to identify and define the engineering challenges at hand.Your key responsibilities will include delivering high-fidelity simulations by:Independently developing complex multi-physics models, from geometry preparation and meshing to simulation and post-processing of intricate real-world phenomena, while integrating experimental data for model validation.Creating robust parametric CAD models (NX or CATIA) along with simulation pipeline automation to facilitate advanced design optimization and Design of Experiments (DoE).

About UsPhysicsX is an innovative deep-tech company rooted in numerical physics and Formula One racing, committed to propelling hardware innovation at the speed of software.We are developing an AI-driven simulation software suite for the engineering and manufacturing sectors across advanced industries. By facilitating high-fidelity, multi-physics simulations through AI inference throughout the engineering lifecycle, PhysicsX opens new avenues for optimization and automation in design, manufacturing, and operations—empowering engineers to transcend traditional boundaries. Our clientele includes forefront innovators in Aerospace & Defense, Materials, Energy, Semiconductors, and Automotive.Who We’re Looking ForAs a Senior Machine Learning Engineer within our Delivery team, you will be an accomplished problem solver and technical leader focused on making a significant impact. You are adept at comprehending intricate engineering concepts across various industries, spearheading technical initiatives, and collaborating closely with customers—often working alongside them on-site—to integrate cutting-edge AI models into practical tools.You possess a proven track record of delivering machine learning systems end-to-end at scale: you design, build, and test reliable, scalable ML data pipelines; you are skilled in exploring and manipulating 3D point-cloud and mesh data for geometry-aware modeling; you choose the most suitable libraries, frameworks, and tools while making pragmatic product decisions that set the Delivery team up for success. Operating at the intersection of data science and software engineering, you convert R&D outputs into reusable libraries, tooling, and products.With a minimum of 3 years of industry experience (post-Master's or PhD) in a commercial setting, you are prepared to not only execute but also mentor and lead others. Your enthusiasm for taking ownership of complex work streams and guiding teams to success is matched by your commitment to continuously enhancing the systems and solutions you work on to ensure they are practical, impactful, and responsive to our customers' evolving needs.This RoleAs a Senior Machine Learning Engineer, your collaboration with Data Scientists, Simulation Engineers, and clients will be crucial in understanding and defining the engineering and physics challenges we tackle. You will engage with customers and leverage your influence to drive decisions regarding reliable deployment with measurable outcomes.Your responsibilities will include:Taking ownership of the deployment of machine learning models and engineering surrogates (e.g., deep learning on CAE/CFD/FEA data, time-series forecasting, anomaly detection, optimization & control) to customer production environments.Communicating results and trade-offs effectively to various stakeholders.

About UsPhysicsX is an innovative deep-tech firm rooted in numerical physics and Formula One, committed to revolutionizing hardware innovation at a pace akin to software development.We are developing a cutting-edge AI-driven simulation software stack designed for engineering and manufacturing across advanced sectors. By facilitating high-fidelity, multi-physics simulation through AI inference throughout the entire engineering lifecycle, PhysicsX empowers engineers to achieve unprecedented levels of optimization and automation in design, manufacturing, and operations. Our clientele includes pioneering organizations in Aerospace & Defense, Materials, Energy, Semiconductors, and Automotive.The RoleAs a Senior Forward Deployed Software Engineer, your primary mission is to tackle our customers' most pressing challenges. You will create and implement applications that leverage our physics AI models to enable clients to innovate faster, more efficiently, and at reduced costs.Working as part of the delivery team, you'll partner directly with customers, data scientists, and machine learning engineers to develop applications that transform advanced engineering practices. We seek an individual who can grasp complex engineering concepts across various industries, deeply understand the challenges engineers face, and construct effective solutions. Who We're Looking ForTechnical Expertise: Given the high complexity of the diverse engineering disciplines we operate within, a proven ability to solve intricate problems is essential. A background in Mechanical Engineering or a related field is advantageous. This role requires proficiency across the full technology stack, with a robust foundation in software engineering, API design, and application deployment in production environments. Proactive Ownership: You will be accountable for generating impactful results for our customers, regardless of the challenges that arise. We are in search of a self-starter who instinctively identifies issues and resolves them comprehensively. You will take full responsibility for project outcomes and will acquire the necessary skills and knowledge to address novel challenges swiftly. Customer-Centric Focus: We develop tools that meet our customers' real needs, not just their desires. Therefore, we require someone who is genuinely customer-focused and can collaborate closely with clients to understand their challenges and create applications that redefine their engineering processes.

About UsPhysicsX is a pioneering deep-tech company rooted in numerical physics and inspired by Formula One, dedicated to propelling hardware innovation at the speed of software.We are developing an AI-driven simulation software stack designed for engineering and manufacturing across advanced industries. By facilitating high-fidelity, multi-physics simulation through AI inference throughout the entire engineering lifecycle, PhysicsX unlocks unprecedented levels of optimization and automation in design, manufacturing, and operations, empowering engineers to redefine the limits of possibility. Our clientele includes leading innovators in Aerospace & Defense, Materials, Energy, Semiconductors, and Automotive.The RoleYour primary mission is to assist our customers in overcoming their most pressing challenges. As the Principal Forward Deployed Software Engineer, you will determine how PhysicsX’s Forward Deployed Engineers deliver software solutions that enable our clients to enhance their project outcomes, making them better, faster, and more cost-effective. You will set the benchmark for software engineering practices across our delivery processes and incorporate solutions developed with clients into our core product offerings.We seek a candidate with experience in building teams from the ground up and a demonstrated history of fostering engineering excellence to deliver tangible outcomes. Achieving success in this role necessitates deep expertise in technical project management, a strong sense of ownership regarding results, and the ability to immerse oneself in customer workflows while collaborating with their teams to address complex engineering challenges swiftly.In this role, you will:Oversee the technical delivery plan for multiple projects or work streams, translating business objectives into a clear roadmap with milestones, dependencies, and acceptance criteria.Integrate with customers to ensure successful production deployments and drive user adoption. Analyze workflows, shape tools/integrations, and translate requirements into actionable delivery plans. Lead onboarding, adoption, and change management processes.Nurture engineering talent by expanding the Forward Deployed Software Engineering team in London.Travel to customer locations in North America, Europe, Asia, and Oceania for an average of 3-4 weeks each quarter, collaborating closely with clients to develop solutions on-site.Manage the scope of new projects and work streams with existing customers while contributing to the onboarding of new clients to PhysicsX.

Role overview ncs3 is hiring a Data Scientist in Singapore. This position centers on analyzing complex data and supporting data-driven choices throughout the company. Collaboration with colleagues from various departments is a key part of the role, especially when building predictive models and contributing to business strategy. What you will do Examine large and diverse datasets to identify patterns and provide actionable insights Create predictive models that guide business planning Collaborate with teams across the organization on data-focused projects Contribute to ongoing efforts to enhance business results through data analysis Location Based in Singapore

Role overview The Senior Data Scientist at ncs3 plays a key part in using data analysis and machine learning to guide business decisions. Based in Singapore, this position involves close collaboration with colleagues across departments to create practical solutions and deliver insights that help shape strategy. What you will do Develop predictive models that align with business objectives Analyze complex datasets using statistical techniques Share findings and recommendations with stakeholders Work with cross-functional teams to design and implement new solutions Location This role is based in Singapore.

As a Managing Principal in our Data division, you will lead a team of skilled professionals to drive data-driven strategies across various industries. Your expertise will be crucial in shaping our clients' data landscapes, ensuring they leverage analytics to make informed decisions.Key responsibilities include overseeing data projects, enhancing data governance, and developing advanced analytics solutions. You will work closely with clients to understand their unique needs and provide tailored recommendations that align with their business objectives.

Join GrabX as a Senior Data Scientist and play a pivotal role in driving data-driven decision-making across our organization. You will be responsible for analyzing complex datasets, building predictive models, and providing actionable insights to enhance our services. This is an exciting opportunity to collaborate with cross-functional teams and leverage advanced analytics to solve real-world problems.

Join Grab as a Senior Data Scientist in our Analytics team, where you'll leverage advanced analytics and data science techniques to drive business outcomes and enhance our user experience. In this role, you will collaborate with cross-functional teams to transform data into actionable insights, ultimately impacting our strategic decisions.

Join Our Team as a Staff Data ScientistAt Airwallex, we are redefining the landscape of global finance through our innovative payments and financial platform. As the only unified solution for international businesses, we empower over 200,000 companies, including notable names like Brex, Rippling, and SHEIN. Our cutting-edge technology enables seamless management of business accounts, payments, spend, treasury, and embedded finance on a global level.Founded in Melbourne, our diverse team of over 2,000 passionate individuals operates across 26 offices worldwide. With a valuation of US$8 billion and strong backing from industry leaders such as T. Rowe Price and Visa, Airwallex is at the forefront of building the future of global banking. If you are ready to take on bold challenges and make a significant impact, we invite you to join us.What We Look ForWe value innovative thinkers who possess a builder's mentality and strive for genuine impact, rapid growth, and ownership in their work. You should bring deep expertise, exceptional analytical skills, and a commitment to our mission. A strong sense of curiosity drives you to explore solutions, and you make decisions based on sound judgment and foundational principles.A collaborative spirit is essential; you thrive in turning innovative ideas into tangible products while effectively utilizing AI to enhance productivity. Here, you'll engage with complex, high-impact challenges alongside an extraordinary team and grow with us as we shape the future of fintech.About Our TeamOur global data science team spans Australia, China, the USA, and Singapore, dedicated to advancing applied data science and engineering solutions to fuel Airwallex's growth. Collaborating with various cross-functional teams, including Product, Engineering, and Marketing, you will address intricate data challenges and contribute to the evolution of financial technology. Discover more about our data science team in this blog.

About AirwallexAirwallex stands as the leading unified payments and financial platform tailored for global enterprises. By harnessing a distinctive blend of proprietary infrastructure and advanced software, we empower over 200,000 businesses around the globe—including notable names such as Brex, Rippling, Navan, Qantas, SHEIN, and many others—with fully integrated solutions for managing business accounts, payments, spend management, treasury, and embedded finance on a global scale.Founded in Melbourne, we boast a diverse team of over 2,000 exceptionally talented individuals in technology, spread across 26 offices worldwide. With a valuation of US$8 billion and the backing of premier investors including T. Rowe Price, Visa, Mastercard, Robinhood Ventures, Sequoia, Salesforce Ventures, DST Global, and Lone Pine Capital, Airwallex is at the forefront of revolutionizing the global payments and financial services landscape. If you are eager to engage in the most ambitious work of your career, we invite you to join us.Attributes We ValueWe seek exceptional builders who bring founder-like energy, desire tangible impact, accelerated learning, and genuine ownership. You possess robust expertise relevant to your role and sharp analytical thinking, and you are driven by our mission and operating principles. You operate with speed and good judgment, delve deeply with curiosity, and make principled decisions that balance both speed and thoroughness.You embody humility and collaboration; transforming innovative ideas into tangible products, while ensuring that objectives are met from start to finish. You leverage AI to enhance efficiency and address challenges swiftly. Here, you will confront complex, high-stakes issues alongside exceptional colleagues while advancing your career as we shape the future of global banking. If this resonates with you, let’s create what’s next.About the TeamOur global team extends across Australia, China, the USA, and Singapore, pioneering applied data science, data engineering, and platform solutions to support Airwallex's rapid expansion. You will collaborate with a diverse array of cross-functional partners, including Product, Engineering, Marketing, Sales, Finance, and beyond, to tackle intricate data challenges and influence the future of fintech. Discover more about the data science team in this blog.This role is located in Singapore.

As a Data Scientist (Associate Consultant) at AvePoint, you will leverage data science and Generative AI methodologies to craft innovative models and products that enhance various divisions within the Economic Development Board (EDB), including investment promotion, industry development, and corporate functions. You will collaborate closely with key stakeholders to pinpoint business challenges, translate needs into actionable technical solutions, and deliver AI and Machine Learning products that yield substantial outcomes.Your primary responsibilities will encompass:Engaging with business users to comprehend their key priorities and use cases, while proposing and implementing solutions through data science and Generative AI techniques to maximize business value.Exploring emerging AI/data science methodologies and identifying promising techniques for EDB to consider and adopt, such as Agentic AI, LLMs, Predictive Analytics, Fraud/Anomaly Detection, Text Analytics, and Customer Segmentation.Conducting data wrangling and analysis, including preprocessing, cleaning, and feature engineering.Supporting daily operations and maintenance of deployed data science models and products, including Assistants on PAIR / AIBots.Developing backend APIs and services to facilitate AI model deployment and integration.Creating frontend interfaces and user experiences for AI-powered applications.Documenting updates and changes to existing products.Reviewing and implementing solutions for reported security vulnerabilities.

About AirwallexAirwallex stands as the premier unified payments and financial platform tailored for global enterprises. Our distinct combination of proprietary technology and software enables us to empower over 200,000 businesses worldwide, including notable names such as Brex, Rippling, Navan, Qantas, and SHEIN. We provide fully integrated solutions to oversee everything from business accounts and payments to spend management, treasury services, and embedded finance on a global scale.Founded in Melbourne, our dynamic team consists of over 2,000 of the brightest minds in technology, spread across 26 offices globally. With a valuation of US$8 billion and support from world-class investors including T. Rowe Price, Visa, Mastercard, Robinhood Ventures, Sequoia, Salesforce Ventures, DST Global, and Lone Pine Capital, Airwallex is at the forefront of constructing the future of global payments and finance. If you're eager to embark on the most ambitious journey of your career, we invite you to join us.

Grab is looking for a Senior Data Scientist to focus on integrity within its Singapore team. This position centers on strengthening the reliability and trustworthiness of data systems that support Grab’s wide range of online-to-offline services. Role overview The Senior Data Scientist (Integrity) will use advanced data science skills to support decision-making and maintain high standards for data quality. The work directly influences key business strategies and helps safeguard the integrity of Grab’s platforms. What you will do Apply data science methods to monitor and improve the integrity of Grab’s data systems. Contribute insights that shape business decisions and enhance user experiences. Collaborate with other teams to ensure data-driven strategies meet integrity standards. Location This role is based in Singapore.

About AirwallexAirwallex is a revolutionary global payments and financial platform designed to unify businesses' financial operations. With our unique blend of proprietary technology and infrastructure, we empower over 200,000 companies worldwide—including industry leaders like Brex, Rippling, Navan, Qantas, and SHEIN—with comprehensive solutions for managing business accounts, payments, spend management, treasury, and embedded finance seamlessly across borders.Founded in Melbourne, our team encompasses more than 2,000 talented and innovative professionals across 26 offices globally. Valued at $8 billion and supported by prominent investors such as T. Rowe Price, Visa, Mastercard, and Sequoia, Airwallex is at the forefront of building the future of global financial services. If you're eager to engage in impactful work and elevate your career, we invite you to join our mission.

Activate Interactive Pte Ltd is a premier technology consultancy based in Singapore, with operations extending to Malaysia and Indonesia. We empower our clients through innovative, cost-effective solutions in end-to-end application development, including mobile and web applications, as well as cloud technologies that streamline processes and enhance operational efficiency.Our mission is to positively impact the lives of individuals and the environment by harnessing the power of technology. We are dedicated to fostering a supportive atmosphere that enables our employees to unlock their full potential and stimulate continuous innovation.We are currently seeking passionate individuals to join our expanding team.If you are excited about being part of a dynamic organization that leverages mobile and web technologies to create meaningful change, we invite you to apply.The Co-Development Business Unit is looking for a Data Scientist.You will collaborate with Singapore Government Agencies.This is a fixed-term contract position for 1 year, with the possibility of renewal.Your Role:As a Data Scientist, you will employ data science and Generative AI methodologies to craft models and products that serve various divisions, including investment promotion, industry development, and corporate functions.You will have the chance to work closely with key stakeholders to identify business challenges, transform requirements into technical solutions, and deliver AI and Machine Learning products that yield measurable results.Engage with business users to grasp their primary objectives and use cases; propose and develop solutions utilizing data science and/or Generative AI techniques to generate business value.Investigate emerging AI/data science techniques and pinpoint relevant applications for EDB (e.g., Agentic, LLM, Predictive, Fraud/Anomaly Detection, Text Analytics, Customer Segmentation).Conduct data wrangling and analysis, including preprocessing, cleaning, and feature engineering.Support the daily operations and maintenance of deployed data science models and products, including Assistants on PAIR/AIBots.Create backend APIs and services to facilitate AI model deployment and integration.Design frontend interfaces and user experiences for AI-powered applications.Document modifications to existing products.Review and apply fixes for identified security vulnerabilities.