Machine Learning Engineer

Found in: Talent SG C2 - 1 week ago

Singapur, Singapore TikTok Full time

About the team

Our team works on large-scale recommendation systems for various offerings under TikTok and its affiliates, focusing on developing recommendation algorithms/models/strategies. We are committed to developing cutting-edge solutions for e-commerce recommendation systems. Responsibilities1. Work on recommendation systems, involving contents of various forms ranging from products, short videos to live streams, with each unified recommendation model fulfilling heterogeneous E-commerce scenarios/goals across multiple countries.2. Optimize e-commerce recommendation models at massive scales, using deep learning/transfer learning/multi-task learning techniques.3. Data mining and analysis to improve the quality of recommended contents.4. Conduct research on various topics, which aim to optimize content recommendation circulation, ranging from ensuring diversity and new discovery in recommendation contents, to cold-start problem for new users/items and discovery of high-quality products/live streamers.5. Develop innovative and state-of-the-art e-commerce models and algorithms6. Support the production of scalable and optimised AI/machine learning (ML) models7. Focus on building algorithms for the extraction, transformation and loading of large volumes of realtime, unstructured data to deploy AI/ML solutions from theoretical data science models8. Run experiments to test the performance of deployed models, and identifies and resolves bugs that arise in the process9. Work in a team setting and apply knowledge in statistics, scripting and programming languages required by the firm.10. Work with the relevant software platforms in which the models are deployed

1. Strong in data structures and algorithms, with excellent problem-solving ability and programming skills2. Experience in applied machine learning, familiar with one or more of the algorithms such as Collaborative Filtering, Matrix Factorization, Factorization Machines, Word2vec, Logistic Regression, Gradient Boosting Trees, Deep Neural Networks etc.3. Experience in working with main components of recommendation systems(recall, sort, reranking, cold-start problem), with good understanding of mainstream recommendation models used in the industry4. Experience in C++ and Python; at least one of the Big Data tools (For eg. Hive sql/Spark/Mapreduce; at least one of the Deep Learning tools(For eg. Tensorflow/Pytorch)5. Possess strong communication skills, positive mindset, good teamwork skills, and eagerness to learn/implement new technology and experiment Preferred Qualifications1. Experience in personalized recommendation, online advertising, information retrieval or related fields.2. Publications at KDD、NeurIPS、WWW、SIGIR、WSDM、CIKM、ICLR、ICML、IJCAI、AAAI、RecSys and related conferences3. Excellent performance in data mining, machine learning, or ACM-ICPC/NOI/IOI competitions4. Developed widely-recognized machine learning project(s) on github or personal webpage

  • Machine Learning Engineer

    Found in: Talent SG C2 - 1 week ago

    Singapur, Singapore SHIELD Full time

    SHIELD is a device-first risk AI platform that helps digital businesses worldwide eliminate fake accounts and stop all fraudulent activities. SHIELD identifies the root of fraud with the global standard for device identification (SHIELD Device ID) and actionable risk intelligence, empowering businesses to stay ahead of new and unknown fraud threats. We are...

  • Machine Learning Engineer

    Found in: Talent SG C2 - 1 week ago

    Singapur, Singapore TikTok Full time

    About the team The Smart Code team plays a crucial role in TikTok, working towards our company's vision of creating a global platform for creativity and communication. We are currently looking for an exceptional ML Engineer who possesses a deep understanding of programming language semantics to assist us in developing the world's finest development tools....

  • Machine Learning Engineer, Smart Code

    Found in: Talent SG C2 - 1 week ago

    Singapur, Singapore TikTok Full time

    About the team The Smart Code team plays a crucial role in TikTok, working towards our company's vision of creating a global platform for creativity and communication. We are currently looking for an exceptional ML Engineer who possesses a deep understanding of programming language semantics to assist us in developing the world's finest development tools....

  • Machine Learning Intern

    Found in: Talent SG C2 - 1 week ago

    Singapur, Singapore Upskills Full time

    Upskills is seeking a highly motivated intern to be based in Singapore with software engineering and machine learning algorithm knowledge to participate on various machine learning projects for new financial technology market software solutions as well as for improvements to our internal management tools. You will be responsible for, and not limited to:Work...

  • Research Engineer II

    Found in: Talent SG C2 - 2 weeks 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...

  • Machine Learning Operations Lead

    Found in: Talent SG C2 - 8 minutes ago

    Singapur, Singapore NCS Group 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...

  • Machine Learning Intern

    Found in: Talent SG C2 - 2 weeks ago

    Singapur, Singapore Upskills Full time

    Job DescriptionUpskills is seeking a highly motivated intern to be based in Singapore with software engineering and machine learning algorithm knowledge to participate on various machine learning projects for new financial technology market software solutions as well as for improvements to our internal management tools. You will be responsible for, and not...

  • Machine Learning Engineer

    Found in: Talent SG C2 - 1 week ago

    Singapur, Singapore Upskills Full time

    We are looking for highly motivated fresh graduates to start a career as a Machine Learning Engineer. We have designed a specific learning program to accelerate the young and talented graduates to enter and start their careers with the aspiration to empowering breakthrough innovation in Financial Services!Who Is KlaaraKLAARA provides AI-driven solutions...

  • Machine Learning Engineer

    Found in: Talent SG C2 - 1 week ago

    Singapur, Singapore Upskills Full time

    We are looking for highly motivated fresh graduates to start a career as a Machine Learning Engineer. We have designed a specific learning program to accelerate the young and talented graduates to enter and start their careers with the aspiration to empowering breakthrough innovation in Financial Services!WHO IS KLAARA KLAARA provides AI-driven solutions...

  • Backend Engineer, TikTok Machine Learning Platform

    Found in: Talent SG 2 C2 - 6 days ago

    Singapur, Singapore TIKTOK PTE. LTD. Full time

    Roles & ResponsibilitiesTikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok's sponsorship of a visa. TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin,...

  • Backend Engineer

    Found in: Talent SG 2 C2 - 6 days ago

    Singapur, Singapore TIKTOK PTE. LTD. Full time

    Roles & ResponsibilitiesTikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok's sponsorship of a visa.TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin,...

  • Senior Machine Learning Engineer

    Found in: Talent SG C2 - 1 week ago

    Singapur, Singapore SHIELD Full time

    SHIELD is a device-first risk intelligence company. We are dedicated to helping organizations worldwide eliminate fake accounts and all malicious activity. Leveraging AI, we identify the root of fraud with the SHIELD Device ID and provide actionable risk intelligence in real time, helping all online businesses stop fraud, build trust, and drive growth. With...

  • Machine Learning Ops, Global SRE

    Found in: Talent SG C2 - 1 week ago

    Singapur, Singapore TikTok Full time

    Team Introduction MLOps - Global SRE team is responsible for the stability of machine learning systems under the Global Monetization Products and Technology organization, to ensure the stable and efficient operations of machine learning models from data preparation, development, training, deployment, serving and so on. Responsibilities - Responsible for...

  • Machine Learning Ops

    Found in: Talent SG C2 - 1 week ago

    Singapur, Singapore TikTok Full time

    Team Introduction MLOps - Global SRE team is responsible for the stability of machine learning systems under the Global Monetization Products and Technology organization, to ensure the stable and efficient operations of machine learning models from data preparation, development, training, deployment, serving and so on. Responsibilities - Responsible for...

  • AVP, Machine Learning Engineer, Data Technology, Technology

    Found in: Talent SG C2 - 1 week ago

    Singapur, Singapore DBS Bank Full time

    Business Function Group Technology and Operations (T&O) enables and empowers the bank with an efficient, nimble and resilient infrastructure through a strategic focus on productivity, quality & control, technology, people capability and innovation. In Group T&O, we manage the majority of the Bank's operational processes and inspire to delight our...

  • Intern, Machine Learning Ops

    Found in: Talent SG C2 - 1 week ago

    Singapur, Singapore Ensign InfoSecurity Full time

    Ensign is hiring !Key Responsibilities: ·Design and implement Machine Learning Algorithms for the Operational Technology (OT) space·Develop UI to support Machine Learning Application for OT·Utilise and test our internally developed Cyber Security Machine Learning Platform for Data Science and MLOps·Support team to optimise Machine Learning Models for...

  • Research Engineer

    Found in: Talent SG C2 - 2 weeks ago

    Singapur, Singapore Singapore Institute of Technology Full time

    Key Responsibilities : Survey literature, learning and implement state-of-the-art techniques and tools (such as AI, deep learning, machine learning, etc) to solve challenging problems.) Physics-based modelling of vessels engines, and vessel itself under different operating conditions Algorithm design, coupling of physics-based model with AI methods...

  • Machine Learning Intern

    Found in: Talent SG C2 - 2 weeks ago

    Singapur, Singapore Tencent Full time

    Responsibilities: Level Infinite is a global game publisher offering a comprehensive network of bespoke services for games, development teams and studios around the world.We are dedicated to delivering engaging and original gaming experiences to a worldwide audience, whenever and wherever they choose to play, while building a community that fosters...

  • Machine Learning

    Found in: Talent SG C2 - 1 week ago

    Singapur, Singapore Unison Consulting Pte Ltd Full time

    Conduct reviews for compliance of the ML models in accordance with overall platform governance principles such as versioning, data / model lineage, code best practices and provide feedback to data scientists for potential improvements Develop pipelines for continuous operation, feedback and monitoring of ML models leveraging best practices from the CI/CD...

  • School of Infocomm

    Found in: Talent SG C2 - 2 weeks ago

    Singapur, Singapore GovTech Singapore Full time

    [What the role is] The School of Infocomm is looking for dynamic individuals who possess good oral and written skills along with a high degree of self-motivation and ability to work effectively in a team environment. Join us as Lecturer (Data Analytics / Data Engineering / Machine Learning)! [What you will be working on] You will perform the following...