Machine Learning Engineer

1 week ago

Singapore TIKTOK PTE. LTD. Full time

**Responsibilities
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, Dubai, Mumbai, Singapore, Jakarta, Seoul and Tokyo.

**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.

1. 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 algorithms

**Qualifications**

1. Strong in data structures and algorithms, with excellent problem-solving ability and programming skills

2. 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 industry

4. 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 Qualifications**

1. 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 conferences

3. Excellent performance in data mining, machine learning, or ACM-ICPC/NOI/IOI competitions

4. Developed widely-recognized machine learning project(s) on github or personal webpage

  • Machine Learning Engineer

    10 hours ago

    Singapore Johnson & Johnson Full time

    An opportunity has arisen for an extraordinary and enthusiastic Machine Learning Engineer. This role requires a deep understanding of machine learning algorithms, strong software engineering skills, and the ability to translate business requirements into scalable machine learning solutions. As a member of the Global Finance Data Science team, you will...

  • Machine Learning Engineer

    1 week ago

    Singapore WeRide Full time

    Join or sign in to find your next job Join to apply for the Machine Learning Engineer - Singapore role at WeRide Join to apply for the Machine Learning Engineer - Singapore role at WeRide Get AI-powered advice on this job and more exclusive features. Established in 2017, WeRide (NASDAQ: WRD) is a leading global commercial-stage company that develops...

  • Machine Learning Engineer

    1 week ago

    Singapore WeRide Full time

    Join or sign in to find your next job Join to apply for the Machine Learning Engineer - Singapore role at WeRide Join to apply for the Machine Learning Engineer - Singapore role at WeRide Get AI-powered advice on this job and more exclusive features. Established in 2017, WeRide (NASDAQ: WRD) is a leading global commercial-stage company that develops...

  • Machine Learning Engineer

    1 week ago

    Singapore TECHNOLOGY SERVICES GROUP PTE. LTD. Full time

    Are you passionate about AI and fintech? Do you want to join a company that is building cutting-edge technology to transform the financial industry and empower traders? If yes, then we have an exciting opportunity for you! We are looking for talented and motivated individuals who share our vision and want to make a difference in the world. We are looking...

  • Machine Learning Engineer

    10 hours ago

    Singapore ALMR Consulting Pte Ltd Full time

    **Role: Machine Learning Engineer** **Responsibilities**: - Design and create an ML-based pricing system that delivers personalized experiences for our customers. - Work closely with data scientists, engineers, and platform teams to put machine learning models into production, automate processes, and make sure everything runs smoothly. - Collaborate with...

  • Machine Learning Engineer

    2 days ago

    Singapore beBeeSkill Full time $60,000 - $80,000

    Job Title:Machine Learning Engineer - Large-Scale Deep Learning ModelsWe are seeking a Machine Learning Platform Engineer to develop and maintain our machine learning platform. The platform supports deep learning models for code development, testing, training scheduling, model deployment, and other core business functions. Our team oversees the company's...

  • Machine Learning Engineer

    1 week ago

    Singapore beBeeData Full time

    Machine Learning Engineer Job Summary: We are seeking a skilled Machine Learning Engineer to join our team. As a key member of the data science group, you will be responsible for designing and implementing machine learning models to solve complex problems. Key Responsibilities: Design and develop machine learning models using deep learning and other...

  • Machine Learning Engineering

    2 weeks ago

    Singapore Technosoft SEA Pte Ltd Full time

    **Description**: **Responsibilities**: - As a Machine Learning Engineer, you will contribute to state-of-the-art machine learning infrastructure and relevant software (e.g. supervised learning, reinforcement learning, data management, and evaluation at unparalleled scale). - Manipulate high-volume, high-dimensionality, structured data from automotive retail...

  • Machine Learning Engineer

    5 days ago

    Singapore KAISHI PARTNERS PTE. LTD. Full time

    **Responsibilities**: - Designing machine learning systems and self-running artificial intelligence (AI) software to automate predictive models. - Ensuring that algorithms generate accurate user recommendations. - Solving complex problems with multi-layered data sets, as well as optimizing existing machine learning libraries and frameworks. - Developing ML...

  • Machine Learning Engineer

    2 weeks ago

    Singapore beBeeData Full time $150,000 - $200,000

    Machine Learning EngineerJob Summary:We are seeking a skilled Machine Learning Engineer to join our team. As a key member of the data science group, you will be responsible for designing and implementing machine learning models to solve complex problems.Key Responsibilities:Design and develop machine learning models using deep learning and other...