Machine Learning Engineer, TikTok Machine Learning Infrastructure

4 weeks ago


Emory, United States Tik Tok Full time
TikTok Job Description

TikTok 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, Dubai, Singapore, Jakarta, Seoul, and Tokyo.

Why Join Us
Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible. Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day. To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve. Join us.

About the Team
The mission of our AML team is to push next-generation machine learning algorithms and platform for the recommendation system, ads ranking, and search ranking in our company. We also drive substantial impact for core businesses of the company. Currently, we are looking for a Software Engineer - Machine Learning Infrastructure to join our team to support and advance that mission.

  1. Responsible for the design and implementation of a global-scale machine learning system for feeds, ads, and search ranking models.
  2. Responsible for improving use-ability and flexibility of the machine learning infrastructure.
  3. Responsible for improving the workflow of model training and serving, data pipelines, and resource management for the multi-tenancy machine learning systems.
  4. Responsible for designing and developing key components of ML infrastructure and mentoring interns.

Qualifications

  • B. Sc or higher degree in Computer Science or related fields from accredited and reputable institutions.
  • Proficient in C/C++/Python, and have solid programming skills.
  • Familiar with deep learning frameworks (TensorFlow/Pytorch).
  • Experience in developing and deploying large-scale systems.
  • Ability to work independently and complete projects from beginning to end and in a timely manner.
  • Good communication and teamwork skills to clearly communicate technical concepts with other teammates.
  • Experience on improving core machine learning infrastructure (TensorFlow, Pytorch, and Jax).

Preferred Qualifications

  • Experience contributing to an open-sourced machine learning framework (TensorFlow/PyTorch).
  • Experience in big data frameworks (e.g., Spark/Hadoop/Flink), experience in resource management and task scheduling for large-scale distributed systems.
  • Strong background in one of the following fields: Hardware-Software Co-Design, High-Performance Computing, ML Hardware Acceleration (e.g., GPU/TPU/RDMA) or ML for Systems.
#J-18808-Ljbffr

  • Emory, United States Tik Tok Full time

    TikTok 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, Dubai, Singapore, Jakarta,...


  • Emory, United States Tik Tok Full time

    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. Why Join Us Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly...


  • Emory, United States Tik Tok Full time

    TikTok Job Description TikTok 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,...


  • Emory, United States DSO National Laboratories Full time

    Job Openings Job Posting Detail AI/HPC Infrastructure Engineer Responsibilities Infrastructure Design: Collaborate with cross-functional teams, including AI R&D engineers and software engineers, to design and continually enhance scalable and efficient on-premise AI infrastructure solutions to train and serve large AI models. Create, evolve and maintain the...


  • Emory, United States ByteDance Full time

    Responsibilities About ByteDance 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, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume,...


  • Emory, United States ATT Systems Group Full time

    We are seeking a motivated and skilled Junior Infrastructure Engineer to join our dynamic team. The ideal candidate should have a strong foundation in infrastructure technologies, coupled with a passion for learning and growth. Responsibilities Oversee infrastructure deployment Assist in the configuration of infrastructure such as computer hardware, systems...

  • Automotive Engineer

    1 month ago


    Emory, United States LEXBUILD WHEELS & RAIL PTE. LTD. Full time

    Roles & Responsibilities Develop battery data analytics processes and visualizations for vehicle programs. Data management and retrieval using Spark, Hive, Hue, and Jupiter Notebooks. Data analysis using Python, MATLAB, and R. Data visualization with Power BI, Tableau, Matplotlib, and ggplot2. Collaborate with battery data analytics and engineering groups on...

  • Automotive Engineer

    3 weeks ago


    Emory, United States LEXBUILD MOTORS PTE. LTD. Full time

    Roles & Responsibilities Job Description: Develop battery data analytics processes and visualizations for vehicle programs. Data management and retrieval using Spark, Hive, Hue, and Jupiter Notebooks. Data analysis using Python, MATLAB, and R. Data visualization with Power BI, Tableau, Matplotlib, and ggplot2. Collaborate with battery data analytics and...


  • Emory, United States TECHSTUDIO SOLUTIONS PTE. LTD. Full time

    Roles & Responsibilities We are seeking a highly skilled and versatile Infrastructure Engineer to join our IT Operations team. The successful candidate will be responsible for maintaining and evolving the technical infrastructure of our organization, ensuring the seamless operation of our Linux and Windows systems. The role demands a blend of technical...


  • Emory, United States Randstad Full time

    About the job Overseeing various aspects of IT infrastructure, including data center management, server management, storage, virtualization, security, backup, and monitoring. The focus is on ensuring these components are designed, implemented, and improved in a consistent, holistic, and cost-effective manner. Working closely with both functional and...

  • Backend Engineer

    2 weeks ago


    Emory, United States Tik Tok Full time

    About the Position TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices in Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul, and Tokyo. Why Join Us Creation is at the core of TikTok's purpose. Our platform is designed to help imaginations...

  • Maintenance Engineer

    2 weeks ago


    Emory, United States Barnes Inc. Full time

    Job Details Description Barnes Aerospace, a business of Barnes Group Inc. (NYSE: B), is an international manufacturer of precision-machined and fabricated components and assemblies for original equipment manufacturer (OEM) turbine engine, airframe, and industrial gas turbine builders throughout the world, and for the military. Barnes Aerospace also provides...


  • Emory, United States Tik Tok Full time

    TikTok Job Description TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Mountain View, Los Angeles, New York, London, Paris, Berlin, Dubai, Mumbai, Singapore, Jakarta, Seoul, and Tokyo. Why Join Us Creation is the core of TikTok's purpose. Our platform is...


  • Emory, United States Snaphunt Full time

    The Offer Flexible working options Opportunity to make a positive impact Work alongside & learn from best in class talent The Job You will be responsible for: Defining system architecture and requirements. System design and/or design review to ensure applications solutions exhibit expected levels of performance, security, scalability, maintainability and...


  • Emory, United States PLS Pte Ltd Full time

    About Us PLS Pte Ltd is a dynamic company committed to delivering innovative solutions across diverse industries. Our vision is to lead globally by creating impactful solutions, while our mission is to provide exceptional value through expertise, collaboration, and creativity. We offer various services, including custom software solutions, cutting-edge...


  • Emory, United States Hays Full time

    Your new company Our client is a well-established manufacturer in the metal industry, headquartered in Europe with manufacturing facilities across the world, including Singapore - a state-of-art manufacturing facility providing a wide range of products that are tailored to specific customer requirements. Your new role Be part of the Process Engineering...

  • Civil Engineer

    2 weeks ago


    Emory, United States Adecco Full time

    The Opportunity: The Opportunity: Permanent Role 5 day work week Work location: Island-wide Adecco is partnering with a renowned transportation and railway company where the selected candidate will be involved in oversee a diverse range of complex railway and tunneling projects and manage the overall electrical & mechanical systems and services. The ideal...


  • Emory, United States Page Personnel Full time

    Good technology exposure Growth opportunity About Our Client Our client offers integrated information technology and digital solutions from a source. From the secure operation of classic IT infrastructure, they guide its clients into multi-cloud-based architectures, to tailor-made platforms, software, and applications, as well as new digital business models...


  • Emory, United States Shield Inc Full time

    SHIELD Overview 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...


  • Emory, United States Thales Full time

    Location: Singapore, Singapore Thales people architect solutions that enable two-thirds of planes to take off and land safely. We create in-flight entertainment systems that engross 50 million fliers every year and we develop the avionics that control the world’s largest commercial aircrafts. Our simulators train the next generation of pilots for fighter...