Machine Learning Engineer

2 weeks ago

Singapore TikTok Full time $90,000 - $120,000 per year
Responsibilities

About The Team The e-commerce industry has seen tremendous growth in recent years and has become a hotly contested space amongst leading Internet companies, and its future growth cannot be underestimated.

With millions of loyal users globally, we believe TikTok is an ideal platform to deliver a brand new and better e-commerce experience to our users. Our product engineering team is responsible for building an e-commerce ecosystem that is innovative, secure and intuitive for our users. We are looking for passionate and talented people to join us as we drive the future of e-commerce here at TikTok.

Responsibilities

  • Responsible for development of data-empowered capabilities for e-commerce platform, enable different e-commerce verticals to extract and apply key insights from oceans of data to meet their business needs.
  • Data mining for e-commerce, building tagging system based on massive data, analysing user, traffic, e-commerce and other data, combining with business to improve GMV.
  • Data analysis, mining, model specific productization; understanding of e-commerce business, able to work with PM to continuously optimize data products based on data-driven.
  • Develop data mining pipelines to extract data assets (eg. entity labels) from aggregated data and enable the extraction of actionable insights from large volumes of domain data.
  • Design and development of various strategies, algorithms and machine learning techniques to improve the accuracy and coverage of extracted data assets.
  • Analyze e-commerce data-related business problems and abstract them into data-related requirements that are then implemented to help resolve key business problems.
Qualifications

Minimum Qualifications

  • B. Sc or higher degree in Computer Science or related fields from accredited and reputable institutions.
  • 5 years experience in data structures and algorithms, familiar with one or more: machine learning, natural language processing, data mining.
  • Familiar with one of the Python/Java/Go/C++ programming languages.
  • Familiar with common data processing technologies (Hadoop, Spark, Hive, Storm, Flink), with demonstrable coding skills.
  • Familiar with common data mining techniques and machine learning algorithms (GBDT, Xgboost, FM, DFM, etc.), and familiar with their principles and scope of application.
  • Proficiency in data mining, machine learning tools and common frameworks (TensorFlow, Pytorch).

Preferred Qualifications

  • Continuous learning, keeping up with the latest research directions and results in the field of machine learning, for the exploration of big data applications in various vertical areas.
  • In-depth research experience in analysis and mining of user behaviour data and construction of user portraits.
  • Data mining experience in vertical industries (e-commerce, finance, games, travel, real estate, etc.).
  • Development and optimisation of advertising and recommendation algorithms.

  • Machine Learning Engineer

    4 days 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

    2 weeks 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

    2 weeks 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

    2 weeks 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

    4 days 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

    6 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

    4 days ago

    Singapore beBeeSkill Full time

    Job Title: Machine Learning Engineer - Large-Scale Deep Learning Models We 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

    3 days ago

    Singapore beBeeSkill Full time

    Job Title: Machine Learning Engineer - Large-Scale Deep Learning Models We 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...

  • Machine Learning Engineer

    2 weeks 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 Engineer

    1 week 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...