Software Engineer, Applied Machine Learning

4 days ago

Singapore SmartNews Full time

**About SmartNews**:
News can change the world, save lives, and bring us all closer together through empathy and understanding—but not if no one reads it. Out of the hundreds of millions of articles and posts, how do we deliver the information that matters the most?

Founded in 2012 in Tokyo, Japan, SmartNews is a leading global information and news discovery company dedicated to delivering quality information to the people who need it. We provide news that matters to millions of users thanks to our unique machine learning technology and relationships with over 3,000 global publisher partners. Our SmartNews app, available on iOS and Android, is already used in over 150 countries worldwide.

But we’re only just getting started, and that’s why we need someone like you.

**Machine learning on news ranking is crucial for analyzing millions of articles every day to deliver the most engaging high-quality information in near-real-time while providing a "Personalized Discovery" experience to our users.**

**Applied Machine Learning Engineer Responsibilities**:
Machine Learning engineers are responsible for tackling complex problems related to recommendation and optimization (search ranking, collaborative filtering, personalized recommendation, diversification, and more)
- Plan and execute engineering development of a state-of-the-art core-ranking system to provide a Personalized Discovery experience to millions of users
- Develop algorithms and model architecture to deepen understanding of article contents as well as user behaviors
- Collaborate closely with global cross-functional teams to support new product feature development
- Work closely with software engineers to enhance systems related to news features (articles, pages, channels, search, etc.) using Machine Learning technology, providing high-quality user experience and increasing user engagement
- Initiate, plan, and execute mid to large size projects that benefit the core user engagement metrics
- Mentor and coach junior Machine Learning Engineers
- Proactively contribute to system improvements that result in direct user impact through innovation and creative thinking

**Requirements**:

- BS degree or above in Computer Science, Computer Engineering, Science (physics or mathematics), or other relevant majors
- 5+ years experience with prediction, optimization, or other relevant systems for the online web service (e.g content recommendation, online advertisement, search optimization, etc.)
- Experience impacting overall business through machine learning, deep learning, or mathematical optimization (e.g achieving increase user's time-spent in the service, etc.)
- Familiar with architecture and implementation mechanism of at least one mainstream machine learning programming framework (TensorFlow/Pytorch/MXNet/etc.)
- Experience with and interest in leading and mentoring engineers

  • Applied Machine Learning

    5 days ago

    Singapore Sembcorp Industries Ltd Full time

    Applied Machine Learning (ML) / AI Software Engineer Join to apply for the Applied Machine Learning (ML) / AI Software Engineer role at Sembcorp Industries Ltd About Sembcorp Sembcorp is a leading energy and urban solutions provider headquartered in Singapore. Led by its purpose to drive energy transition, Sembcorp delivers sustainable energy solutions and...

  • Applied Machine Learning

    4 days ago

    Singapore SEMBCORP UTILITIES PTE LTD Full time

    Roles & ResponsibilitiesAbout SembcorpSembcorp is a leading energy and urban solutions provider headquartered in Singapore. Led by its purpose to drive energy transition, Sembcorp delivers sustainable energy solutions and urban developments by leveraging its sector expertise and global track record.Key Roles & ResponsibilitiesInnovate and Deploy: Bridge the...

  • Applied Machine Learning

    3 days ago

    Singapore SEMBCORP UTILITIES PTE LTD Full time

    Roles & Responsibilities About Sembcorp Sembcorp is a leading energy and urban solutions provider headquartered in Singapore. Led by its purpose to drive energy transition, Sembcorp delivers sustainable energy solutions and urban developments by leveraging its sector expertise and global track record. Key Roles & Responsibilities Innovate and Deploy:...

  • DevOps Engineer, Applied Machine Learning Engine

    4 days ago

    Singapore BYTEDANCE PTE. LTD. Full time

    ResponsibilitiesByteDance will be prioritizing applicants who have a current right to work in Singapore, and do not require ByteDance's sponsorship of a visa.Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok and Helo as well as platforms specific to the China market,...

  • Backend Engineer, Applied Machine Learning Engine

    4 days ago

    Singapore BYTEDANCE PTE. LTD. Full time

    ResponsibilitiesByteDance will be prioritizing applicants who have a current right to work in Singapore, and do not require ByteDance's sponsorship of a visa.About ByteDanceFounded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok as well as platforms specific to the China...

  • Software Engineering, Machine Learning

    1 week ago

    Singapore Meta Full time

    Join to apply for the Software Engineering, Machine Learning role at Meta Join to apply for the Software Engineering, Machine Learning role at Meta Meta is seeking engineers to join our teams in building cutting-edge products that connect billions of people around the world. As a member of our team, you will have the opportunity to work on complex technical...

  • Machine Learning Researcher/ Applied Scientist

    3 days ago

    Singapore Upskills Full time

    Machine Learning Researcher/ Applied Scientist Upskills provides expert financial software consulting for investment banks and leading financial institutions in Asia Pacific, Middle East, and Europe region. Upskills supports banks and financial organizations to lead projects efficiently and reduce time to market. Our expertise in capital markets software,...

  • Backend Engineer, Applied Machine Learning Platform

    20 hours ago

    Singapore BYTEDANCE PTE. LTD. Full time $104,000 - $130,878 per year

    ResponsibilitiesByteDance will be prioritizing applicants who have a current right to work in Singapore, and do not require ByteDance's sponsorship of a visa. About The TeamThe Applied Machine Learning (AML) team is seeking a Machine Learning Platform Engineer to develop and maintain our machine learning platform. The platform supports deep learning models...

  • Backend Engineer

    2 days ago

    Singapore BYTEDANCE PTE. LTD. Full time

    ByteDance will be prioritizing applicants who have a current right to work in Singapore, and do not require ByteDance's sponsorship of a visa. Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, as well as platforms specific to the China market,...

  • DevOps Engineer, Tiktok Applied Machine Learning

    2 weeks ago

    Singapore NodeFlair Full time

    **Job Summary**: **Job Type** Permanent **Seniority** **Years of Experience** Information not provided **Tech Stacks** Bash scripting TensorFlow AWS Terraform C++ Salt PyTorch UNIX Linux Ansible C Python - The Applied Machine Learning (AML) team combines system engineering and the art of machine learning to develop and run massively distributed...