Machine Learning Engineer

2 weeks ago

Singapore TIKTOK PTE. LTD. Full time
Roles & 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, Singapore, Jakarta, Seoul and Tokyo.

At TikTok, our people are humble, intelligent, compassionate and creative. We create to inspire - for you, for us, and for more than 1 billion users on our platform. We lead with curiosity and aim for the highest, never shying away from taking calculated risks and embracing ambiguity as it comes. Here, the opportunities are limitless for those who dare to pursue bold ideas that exist just beyond the boundary of possibility. Join us and make impact happen with a career at TikTok.

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

B. Sc or higher degree in Computer Science or related fields from accredited and reputable institutions

Background 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)

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 the following areas is preferred

1. Analysis and mining of user behaviour data and construction of user portraits.

2. Data mining experience in vertical industries (e-commerce, finance, games, travel, real estate, etc.).

3. Development and optimization of advertising and recommendation algorithms.

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

Tell employers what skills you have

TensorFlow
Machine Learning
MASSIVE
Data Analysis
Big Data
Labels
Pipelines
Data Structures
Natural Language Processing
Hadoop
XGBoost
Product Engineering
Data Mining
PyTorch
Real Estate
Mining

  • Machine Learning Engineer

    2 weeks ago

    Singapore JOHNSON & JOHNSON INTERNATIONAL (SINGAPORE) PTE. LTD. Full time

    Roles & ResponsibilitiesAt Johnson & Johnson, we believe health is everything. Our strength in healthcare innovation empowers us to build a world where complex diseases are prevented, treated, and cured, where treatments are smarter and less invasive, and solutions are personal. Through our expertise in Innovative Medicine and MedTech, we are uniquely...

  • Machine Learning Engineer

    1 month ago

    Singapore, Singapore Johnson & Johnson Full time

    At Johnson & Johnson,we believe health is everything. Our strength in healthcare innovation empowers us to build aworld where complex diseases are prevented, treated, and cured,where treatments are smarter and less invasive, andsolutions are personal. Through our expertise in Innovative Medicine and MedTech, we are uniquely positioned to innovate across the...

  • Machine Learning Engineer

    1 month ago

    Singapore, Singapore Johnson & Johnson Full time

    Description:At Johnson & Johnson, we believe health is everything. Our strength in healthcare innovation empowers us to build a world where complex diseases are prevented, treated, and cured, where treatments are smarter and less invasive, and solutions are personal. Through our expertise in Innovative Medicine and MedTech, we are uniquely positioned to...

  • Machine Learning Engineer

    2 weeks ago

    Singapore NEWBRIDGE ALLIANCE PTE. LTD. Full time

    Newbridge is partnering with a leading software company to identify a skilled Machine Learning Engineer. Renowned for developing cutting-edge solutions, our client is seeking a talented professional to contribute to their innovative projects. Join us in shaping the future of machine learning in the software industry.Position Overview:Responsibilities:Model...

  • Machine Learning Engineer

    2 weeks ago

    Singapore Singapore Technologies Engineering Ltd Full time

    Job ID:Location: Digital Hub, SG- Description:_Job Description Summary_ We are seeking a Data Analyst / Machine Learning Engineer to join our dynamic team. As a Data Analyst / Machine Learning Engineer, you will play a key role in developing and implementing cuttingedge machine learning models and algorithms to solve complex business problems. Your expertise...

  • Machine Learning Engineer

    2 weeks ago

    Singapore U3 Infotech Pte Ltd. Full time

    We are looking for a hands-on machine learning engineer (5-7 yrs) who is passionate about designing, developing, and fielding intelligent solutions that have direct and measurable Product Quality.You will help to identify viable data mining opportunities and then implement end to end analytical solutions.You should possess a broad knowledge of existing...

  • Machine Learning Engineer

    2 weeks ago

    Singapore TikTok Full time

    ResponsibilitiesTikTok 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, Singapore, Jakarta, Seoul and Tokyo.Why Join UsAt TikTok, our people are humble, intelligent, compassionate and creative. We create to...

  • Machine Learning Engineer

    1 month ago

    Singapore HPE Full time

    Machine Learning EngineerWho We Are:Hewlett Packard Enterprise is a global company pushing boundaries in the tech world. We specialize in connecting, securing, and optimizing data and applications from the edge to the cloud. Our team values diversity and offers a supportive work environment where innovation thrives. If you're eager to grow your career, HPE...

  • Machine Learning Engineer

    2 weeks ago

    Singapore HPE Full time

    Machine Learning EngineerWho We Are:Hewlett Packard Enterprise is a global company pushing boundaries in the tech world. We specialize in connecting, securing, and optimizing data and applications from the edge to the cloud. Our team values diversity and offers a supportive work environment where innovation thrives. If you're eager to grow your career, HPE...

  • Senior Machine Learning Engineer

    2 weeks ago

    Singapore NodeFlair Full time

    Job Summary:SalaryS$10,500 S$11,500 / MonthlyJob TypeSenioritySeniorYears of ExperienceAt least 8 yearsTech StacksTensorFlow AWS Docker Go Analytics Google Cloud PyTorch Kubernetes JavaScript PythonAbout the Company is a fully remote (Singapore HQ) startup, building a low code development devtool platform to help accelerate developers & designers to launch...

  • Machine Learning

    13 hours ago

    Singapore Zavior Pte Ltd Full time

    Position Overview:We are offering an exciting internship opportunity for a Machine Learning Intern to join our team. This role immerses you in the cutting-edge field of artificial intelligence, working alongside professionals to develop AI-driven solutions for document review and compliance assistance. This internship provides a unique opportunity to gain...

  • Machine Learning

    4 weeks ago

    Singapore HP Full time

    Machine LearningDescription -Job Summary This role is responsible for designing and delivering machine learning software for various business applications. The MLE will collaborate with data scientists, data architects, and engineers to translate designs and specifications into scalable and robust solutions. They will optimize the performance and...

  • Machine Learning

    2 weeks ago

    Singapore HP Full time

    Machine LearningDescription -Job Summary This role is responsible for designing and delivering machine learning software for various business applications. The MLE will collaborate with data scientists, data architects, and engineers to translate designs and specifications into scalable and robust solutions. They will optimize the performance and...

  • Machine Learning

    4 weeks ago

    Singapore HP Full time

    Machine LearningDescription -Job Summary This role is responsible for designing and delivering machine learning software for various business applications. The MLE will collaborate with data scientists, data architects, and engineers to translate designs and specifications into scalable and robust solutions. They will optimize the performance and...

  • Software and Machine Learning Engineer

    2 weeks ago

    Singapore SEVENTH SENSE ARTIFICIAL INTELLIGENCE PRIVATE LIMITED Full time

    Roles & ResponsibilitiesAbout Our TeamWe are a diverse group based in Singapore, united by a common goal: providing everyone with a secure, private identity. Seventh Sense is a cutting-edge AI company committed to democratizing self-sovereign identity. Through advanced biometric verification, we offer solutions for precise face recognition and effortless...

  • Manager, Machine Learning Engineering

    4 weeks ago

    Singapore Johnson & Johnson Full time

    The APAC Business Technology Team within Janssen Pharmaceuticals is looking for an extraordinary machine learning engineer who is passionate about crafting, developing, and fielding data science solutions that drive impact for HCP (Health Care Professional), patients and for Janssen. There are many ways to explore and analyze data, and this powers the...

  • Machine Learning Engineer

    2 weeks ago

    Singapore TikTok Full time

    ResponsibilitiesTikTok 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, Singapore, Jakarta, Seoul and Tokyo.Why Join UsCreation is the core of TikTok's purpose. Our platform is built to help imaginations thrive....

  • Manager, Machine Learning Engineering

    1 month ago

    Singapore Johnson & Johnson Full time

    The APAC Business Technology Team within Janssen Pharmaceuticals is looking for an extraordinary machine learning engineer who is passionate about crafting, developing, and fielding data science solutions that drive impact for HCP (Health Care Professional), patients and for Janssen. There are many ways to explore and analyze data, and this powers the...

  • Machine Learning Engineer

    2 weeks ago

    Singapore TIKTOK PTE. LTD. Full time

    Roles & ResponsibilitiesTikTok is the leading platform for short-form mobile videos aiming to inspire creativity and joy. They have global presences in key cities such as Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul, and Tokyo.Why Team Up with Us?Creating is at the heart of TikTok. The platform is designed to nurture...

  • Software and Machine Learning Engineer

    2 weeks ago

    Singapore NodeFlair Full time

    Job Summary:SalaryS$4,500 - S$6,000 / MonthlyJob TypeSeniorityJuniorYears of ExperienceAt least 2 yearsTech StacksTensorFlow AWS C++ PyTorch Rust Git Java PythonAbout UsWe're a diverse team from Singapore, all driven by one mission: giving everyone a private, secure identity. At Seventh Sense, we're a deep-tech AI company on a mission to make self-sovereign...