Tech Lead Manager

1 week ago


Singapore TIKTOK PTE. LTD. Full time
Roles & Responsibilities
  • About TikTok

    TikTok is the leading platform for short-form mobile videos. Our aim is to spark creativity and spread happiness. With offices globally from Los Angeles to Tokyo, our community is everywhere.

  • Join Our Team

    Creation is at the heart of what we do at TikTok. Our platform is designed to nurture imaginations. This principle extends to our dedicated teams who work tirelessly to make TikTok possible.

    We are united in our mission to inspire creativity and joy daily. Challenges are seen as opportunities for growth, innovation, and learning as a team. We don't settle for the status quo - courage is our constant companion.

    At TikTok, collaboration and growth go hand in hand. This is how we make a difference - for ourselves, our company, and the communities we serve. Come and be a part of our journey.

  • About the Tech Lead Manager Role

    Our AML team's mission is to enhance the AI infrastructure and recommendation platform for ads, search ranking, and e-commerce. We are seeking a Tech Lead Manager - Machine Learning Infrastructure to help drive this mission forward.

  • Responsibilities:

    Lead the team in developing and implementing essential infrastructure for various models like ads and search ranking.

    Supervise the creation of tools for monitoring and managing machine learning infrastructure to ensure reliability and scalability.

    Identify and address system inefficiencies and bottlenecks to optimize performance.

    Create solutions for analyzing bottlenecks and instability sources, ensuring effective implementation.

    Work closely with product teams to provide tailored solutions to meet their specific needs.

  • Qualifications

    Proven experience in leading engineering teams.

    Hands-on experience in building large-scale machine learning systems.

    Demonstrated sense of responsibility, excellent communication skills, and a strong team player.

    Passion for solving complex challenges.

  • Preferred Qualifications

    Contributions to open-source machine learning frameworks like TensorFlow, PyTorch, etc.

    Experience with big data frameworks and resource management for distributed systems.

    Background in hardware-software co-design or high-performance computing.

    Commitment to inclusion and diversity in the workplace and beyond.

  • Company Culture at TikTok

    We strive to create an inclusive environment where every voice is heard and valued. Our platform brings people together from around the world, and our workplace mirrors this diversity.

    At TikTok, we are dedicated to inspiring creativity and spreading joy. Join us in celebrating our diverse voices and building a community that reflects the richness of the world.

  • Tell employers what skills you have

    • TensorFlow
    • Machine Learning
    • Scalability
    • Embedded Linux
    • Kubernetes
    • Big Data
    • VMware
    • Computer Vision
    • 3D
    • PyTorch
    • Distributed Systems
    • High Performance Computing
    • Windows
    • AML
    • Resource Management

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