Senior Machine Learning Engineer

3 months ago


Singapur, Singapore SHIELD Full time

SHIELD is a device-first fraud intelligence platform that helps digital businesses worldwide eliminate fake accounts and stop all fraudulent activity. 

Powered by SHIELD AI, we identify the root of fraud with the global standard for device identification (SHIELD Device ID) and actionable fraud intelligence, empowering businesses to stay ahead of new and unknown fraud threats.

We are trusted by global unicorns like inDrive, Alibaba, Swiggy, Meesho, TrueMoney, and more. With offices in San Francisco, London, Berlin, Jakarta, Bengaluru, Beijing, and Singapore, we are rapidly achieving our mission - eliminating unfairness to enable trust for the world.

Responsibilities

As a Senior Machine Learning Engineer (Risk), you will develop and leverage innovative machine learning solutions to solve complex sets of problems and applications. By analyzing and detecting patterns in vast amounts of data, you will have a good understanding of machine learning life cycle-algorithms, data structures and design patterns. We are looking for talented and passionate individuals who are proactive in identifying problems and have the logical thought process and skills to solve them. There will be many opportunities to explore new tech stacks and to work on advanced technologies.

  • Ability to design and develop machine learning algorithms
  • Discover, design, and develop analytical methods to support novel approaches of data and information processing
  • Identify and apply appropriate methods to process and analyze large data-sets of labelled and unlabeled records, and discover new valuable insights for the system
  • Provide support on other part of the system (not limited to Machine Learning)
  • Conduct software performance analysis, scaling, tuning and optimization
  • Review and contribute to improve current software and system architecture for stability and to optimize performance
  • Research & development of fraud detection solution

Requirements

  • Minimum 5 years of relevant experience
  • Minimum Bachelor Degree in Computer Science, Information System with Machine Learning specialization or equivalent
  • Strong foundation in database and data scaling
  • Experience with various Machine Learning algorithms and ability to apply in real life cases
  • Experience in MySQL, NoSQL and Columnar database
  • Experience in C++, C, Python and other programming languages will be an advantage
  • Prior experience in e-payments or e-commerce industry is a plus
  • Strong analytical, interpersonal, communication and presentation skills


  • Singapur, Singapore ResMed Full time

    Imagine a world where people are delighted by their healthcare experience. The ResMed team is taking giant strides towards making this a reality. As part of the Asia LatAm Growth Markets team we are looking to solve unique and exciting challenges utilising technology and connected solutions to impact over a billion people. We have an innovative 30 year...


  • Singapur, Singapore Hireio, Inc. Full time

    About the team Our Search Team is responsible for building and owning XXX's search engine which provides our users the best search experience. On the XXX Search Team, you' ll have the opportunity to build a full-stack search engine system and combine information retrieval technology with modern machine learning methods from related fields such as NLP,...


  • Singapur, Singapore SAP Full time

    Bring out your best SAP innovations help more than four hundred thousand customers worldwide work together more efficiently and use business insight more effectively. Originally known for leadership in enterprise resource planning (ERP) software, SAP has evolved to become a market leader in end-to-end business application software and related services...


  • Singapur, Singapore Datature Full time

    Job Description # **Senior Machine Learning Engineer, Vision and Perception** ### **The Scope** You will be expanding our neural network offerings, cutting-edge features, and model observability functions for our users. In addition, you will be working on Datature’s Insights and MLOps offering to help users build better, fairer, models. In addition,...


  • Singapur, Singapore Hireio, Inc. Full time

    About the team Our Search Team is responsible for building and owning one well-known app's search engine, which provides our users the best search experience. On the app's Search Team, you’ll have the opportunity to build a full-stack search engine system and combine information retrieval technology with modern machine learning methods from related fields...


  • Singapur, Singapore Upskills Full time

    This position would require the Intern to relocate and work on-site in Singapore for 4-6 months!Upskills provides expert financial software consulting to investment banks and leading financial institutions in Asia Pacific, Middle East and Europe. With a strong, Front to Back expertise in the cash and derivatives markets, coupled by an in-depth knowledge of...


  • Singapur, Singapore Upskills Full time

    Job DescriptionThis position would require the Intern to relocate and work on-site in Singapore for 4-6 months!Upskills provides expert financial software consulting to investment banks and leading financial institutions in Asia Pacific, Middle East and Europe. With a strong, Front to Back expertise in the cash and derivatives markets, coupled by an in-depth...


  • Singapur, Singapore SHIELD Full time

    SHIELD is a device-first fraud intelligence platform that helps digital businesses worldwide eliminate fake accounts and stop all fraudulent activity. Powered by SHIELD AI, we identify the root of fraud with the global standard for device identification (SHIELD Device ID) and actionable fraud intelligence, empowering businesses to stay ahead of new and...


  • Singapur, Singapore Hewlett Packard Enterprise Full time

    Job Description: Collaborate with cross-functional teams, including data scientists, software engineers, and product managers, to integrate ML solutions into products. Preprocess and analyze large datasets to extract meaningful insights and prepare data for modeling. Optimize and fine-tune machine learning models to enhance performance, accuracy,...

  • Machine Learning Lead

    2 months ago


    Singapur, Singapore Avo Intelligence Full time

    About Avo IntelligenceAvo Intelligence operates at the forefront of machine learning innovation, delivering transformative solutions that empower businesses to unlock the potential of their data. Based in Singapore, we specialize in providing world-class machine learning expertise that drives impactful results across industries such as finance, healthcare,...


  • Singapur, Singapore ST Engineering Full time

    Title: Principal Engineer, Machine Learning Job ID: Location: Land - Jalan Boon Lay, SG Description: Kinetics Training Solutions (KTS) is a business unit of ST Engineering Land Systems Ltd. KTS delivers training solutions to both Military and Commercial sectors. KTS training covers driver training qualification, vehicle technician training,...

  • Research Engineer II

    8 months ago


    Singapur, Singapore Nanyang Technological University Full time

    A Research Engineer II position is currently available at the School of Physical & Mathematical Sciences, Nanyang Technological University (NTU). The candidate is expected to work on the deployment of machine learning interpretability solutions in production. Key Responsibilities:Implement machine learning interpretability tools and pipeline to be included...


  • Singapur, Singapore Singtel Full time

    Are you a software developer looking to debunk Machine Learning myths? NCS is looking for you to join us as an MLOps engineer, where you will be designing and developing production grade codes catered to operational machine learning workflows. You take joy in ensuring the models are running efficiently, and take pride that no edge cases can derail your...

  • Data Engineer, Sensor

    4 months ago


    Singapur, Singapore Changi Airport Full time

    About the job As a Machine Learning Data Engineer at CAG, you will be responsible for designing, implementing, and maintaining the data pipelines and infrastructure that support our machine learning projects. You will work closely with data scientists, machine learning engineers, cloud engineer and other cross-functional teams to ensure the availability,...


  • Singapur, Singapore Singtel Full time

    Be a Part of Something BIG!  This is a machine learning engineer role in Advanced Analytics team to support Financial & Lifestyle Services (eg. Insurance) on activities related to ML operation, campaign automation, data pipeline development, production monitoring, dashboard development and maintenance. Make an Impact by: Work with internal...


  • Singapur, Singapore TikTok Full time

    Team Introduction Our engineering team is responsible for developing state-of-the-art machine learning models and algorithms to protect our platform and users from the content and behaviors that violate community guidelines and related market regulations. With the continuous efforts from our team, TikTok is able to provide the best user experience and...


  • Singapur, Singapore TikTok Full time

    About the team The Search team is mainly responsible for the search algorithm innovation and architecture research and development of Douyin, international short video, Jinri Toutiao, Watermelon video and other products, as well as e-commerce, life services and other businesses. We use cutting-edge machine learning technology for end-to-end modeling and...


  • Singapur, Singapore Nanyang Technological University Full time

    Young and research-intensive, Nanyang Technological University, Singapore (NTU Singapore) is ranked among the world’s top universities. NTU’s College of Computing and Data Science (CCDS) is a leading college that is known for its excellent curriculum, outstanding and impactful research, and world-renowned faculty. Today, we are ranked #2 for AI and #6...


  • Singapur, Singapore Hireio, Inc. Full time

    About TikTokTikTok is the leading platform for short-form mobile videos, dedicated to inspiring creativity and bringing joy to over 1 billion users. With global offices in cities like Los Angeles, New York, London, and Singapore, we prioritize innovation and collaboration.Why Join Us?At TikTok, our team is humble, intelligent, compassionate, and creative. We...


  • Singapur, Singapore Infineon Technologies Full time

    The student, as part of the BE TTI PTE team under the guidance of an assigned mentor, will undertake projects working on Machine Learning (ML) /Deep Learning and Data Analytics projects related to product and final test.In your new role you will: Be involved in  backend data and analytics projects Build data analysis and machine learning models for...