Machine Learning Engineer, Search

2 weeks ago

Singapore TIKTOK PTE. LTD. Full time
Roles & Responsibilities

About TikTok

TikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok sponsorship of a visa.

TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring jTikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, 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 Search team is mainly responsible for the search algorithm innovation and architecture research and development of Douyin, international short video, Jinri Toutiao, Watermelon video and other products, as well as e-commerce, life services and other businesses. We use cutting-edge machine learning technology for end-to-end modeling and continuous innovation and breakthroughs, while focusing on the construction and performance optimization of distributed systems and machine learning systems.


Department work:

1. Participate in the research and development of international short video search engines, using cutting-edge machine learning algorithms and massive data to make the most exciting technologies and give users the best search experience;

2. Participate in the improvement of international short video search algorithms. Optional directions include:

(1) Explore cutting-edge NLP technologies: from basic word segmentation, NER, to application-based Query analysis, basic correlation, etc., full-link application of deep learning models, every detail is full of challenges;

(3) Cross-modal matching technology: Apply CV + NLP deep learning technology in search to make search have more powerful retrieval capabilities in the above businesses. Engage in the research and development of video search, visual search and other related algorithms, including video content understanding, visual representation learning, multi-modal fusion, etc.;

(4) Personalized search: Apply large-scale machine learning to solve the recommendation problem in search, and make search more personalized and understand you better;

(5) Hundreds of billions of data: from large-scale offline computing, distributed system performance, scheduling optimization, to building high-availability, high-throughput, and low-latency online services, there are in-depth research and innovation.


Qualifications

Minimum Qualifications

- Bachelor or advanced degree in computer science or a related technical discipline.

- Excellent coding skills. Solid knowledge of data structure and algorithms.

- Excellent in analysis, modeling and problem-solving, and can see the essence of problems from complex data.


Preferred Qualifications

- Publication records in top journals or conferences will be a plus. Experience winning ACM-ICPC medals will be a plus.


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
Construction
Autonomy
Modeling
Segmentation
Software Engineering
Research and Development
Distributed Systems
Python
Data Science
Scientific Computing
Scheduling

  • Machine Learning engineer,TikTok Search

    3 weeks ago

    Singapore TIKTOK PTE. LTD. Full time

    Roles & ResponsibilitiesTikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.Why Join UsCreation is the core of TikTok's...

  • Machine Learning engineer,TikTok Search

    2 weeks ago

    Singapore TIKTOK PTE. LTD. Full time

    Roles & ResponsibilitiesTikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.Why Join UsCreation is the core of TikTok's...

  • Machine Learning Engineer

    4 weeks ago

    Singapore TIKTOK PTE. LTD. Full time

    Roles & ResponsibilitiesAbout TikTokTikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok sponsorship of a visa. TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring jTikTok is the leading destination for short-form mobile video. At...

  • Machine learning engineer

    2 months ago

    Singapore Netvirta Full time

    Net Virta is a fast growing, venture-backed startup in the fashion fit technology space. If you’ve had difficulty shopping online because you couldn’t find clothing or footwear that fit, you’ve experienced the problem we address. It’s an issue that troubles shoppers around the world and Net Virta is uniquely positioned to solve it. Founded by two...

  • Machine Learning lead- TikTok Search

    2 weeks ago

    Singapore TIKTOK PTE. LTD. Full time

    Roles & ResponsibilitiesTikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.Why Join UsCreation is the core of TikTok's...

  • Machine Learning lead- TikTok Search

    3 weeks ago

    Singapore TIKTOK PTE. LTD. Full time

    Roles & ResponsibilitiesTikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.Why Join UsCreation is the core of TikTok's...

  • Machine Learning Engineer

    1 month ago

    Singapore TIKTOK PTE. LTD. Full time

    About TikTokTikTok will be prioritizingapplicants who have a current right to work in Singapore, and donot require TikTok sponsorship of a visa.TikTokis the leading destination for short-form mobile video. At TikTok,our mission is to inspire creativity and bring jTikTok is theleading destination for short-form mobile video. At TikTok, ourmission is to...

  • Machine Learning lead- TikTok Search

    2 weeks ago

    Singapore TIKTOK PTE. LTD. Full time

    TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo. Why Join Us Creation is the core of TikTok's purpose. Our...

  • Senior Machine Learning Engineer

    2 weeks ago

    Singapore NETVIRTA SINGAPORE PTE. LTD. Full time

    Roles & ResponsibilitiesNetVirta is a fast growing, venture-backed startup in the fashion fit technology space. If you’ve had difficulty shopping online because you couldn’t find clothing or footwear that fit, you’ve experienced the problem we address. It’s an issue that troubles shoppers around the world and NetVirta is uniquely positioned to solve...

  • Senior Machine Learning Engineer

    2 months ago

    Singapore NETVIRTA SINGAPORE PTE. LTD. Full time

    Roles & ResponsibilitiesNetVirta is a fast growing, venture-backed startup in the fashion fit technology space. If you’ve had difficulty shopping online because you couldn’t find clothing or footwear that fit, you’ve experienced the problem we address. It’s an issue that troubles shoppers around the world and NetVirta is uniquely positioned to solve...

  • Senior Machine Learning Engineer

    1 week ago

    Singapore NETVIRTA SINGAPORE PTE. LTD. Full time

    Roles & ResponsibilitiesNetVirta is a fast growing, venture-backed startup in the fashion fit technology space. If you’ve had difficulty shopping online because you couldn’t find clothing or footwear that fit, you’ve experienced the problem we address. It’s an issue that troubles shoppers around the world and NetVirta is uniquely positioned to solve...

  • Senior Machine Learning Engineer

    1 week ago

    Singapore NETVIRTA SINGAPORE PTE. LTD. Full time

    Roles & ResponsibilitiesNetVirta is a fast growing, venture-backed startup in the fashion fit technology space. If you’ve had difficulty shopping online because you couldn’t find clothing or footwear that fit, you’ve experienced the problem we address. It’s an issue that troubles shoppers around the world and NetVirta is uniquely positioned to solve...

  • Netvirta | Machine Learning Engineer

    2 weeks ago

    Singapore Netvirta Full time

    NetVirta is a fast growing, venture-backed startup in the fashion fit technology space. If you’ve had difficulty shopping online because you couldn’t find clothing or footwear that fit, you’ve experienced the problem we address. It’s an issue that troubles shoppers around the world and NetVirta is uniquely positioned to solve it. Founded by two MIT...

  • Machine learning engineer

    3 weeks ago

    Singapore Ahrefs Pte. Ltd. Full time

    We’re building Yep, a search engine and LLM from the ground up. To do that at the highest possible level, we’ve invested in all this hardware to the extent where our superpod alone reaches 20 PFlops in linpack, placing 30th among the supercomputers of the world... Yep, we mean business! What You’ll Do Design, develop, and optimize ML models for...

  • Machine Learning Engineer

    2 weeks ago

    Singapore NETVIRTA SINGAPORE PTE. LTD. Full time

    Roles & ResponsibilitiesNetVirta is a fast growing, venture-backed startup in the fashion fit technology space. If you’ve had difficulty shopping online because you couldn’t find clothing or footwear that fit, you’ve experienced the problem we address. It’s an issue that troubles shoppers around the world and NetVirta is uniquely positioned to solve...

  • Machine Learning Engineer

    2 months ago

    Singapore NETVIRTA SINGAPORE PTE. LTD. Full time

    Roles & ResponsibilitiesNetVirta is a fast growing, venture-backed startup in the fashion fit technology space. If you’ve had difficulty shopping online because you couldn’t find clothing or footwear that fit, you’ve experienced the problem we address. It’s an issue that troubles shoppers around the world and NetVirta is uniquely positioned to solve...

  • Machine Learning Engineer

    1 week ago

    Singapore NETVIRTA SINGAPORE PTE. LTD. Full time

    Roles & ResponsibilitiesNetVirta is a fast growing, venture-backed startup in the fashion fit technology space. If you’ve had difficulty shopping online because you couldn’t find clothing or footwear that fit, you’ve experienced the problem we address. It’s an issue that troubles shoppers around the world and NetVirta is uniquely positioned to solve...

  • Machine Learning Engineer

    1 week ago

    Singapore NETVIRTA SINGAPORE PTE. LTD. Full time

    Roles & ResponsibilitiesNetVirta is a fast growing, venture-backed startup in the fashion fit technology space. If you’ve had difficulty shopping online because you couldn’t find clothing or footwear that fit, you’ve experienced the problem we address. It’s an issue that troubles shoppers around the world and NetVirta is uniquely positioned to solve...

  • Machine Learning Engineer

    2 weeks ago

    Singapore Ahrefs Pte. Ltd. Full time

    We’re building Yep, a search engine and LLM from the ground up. To do that at the highest possible level, we’ve invested in all this hardware to the extent where our superpod alone reaches 20 PFlops in linpack, placing 30th among the supercomputers of the world... Yep, we mean business!What You’ll Do Design, develop, and optimize ML models for diverse...

  • Machine Learning Engineer

    3 weeks ago

    Singapore This is an IT support group Full time

    Let’s start with some numbers: H100 SXM: 504 (SuperPod)H100 PCI: 128A100 SMX: 120CPU: 600K cores SSD: 350pb HDD: 33pb That is a lot of computing power, so why do we need it?We’re building Yep, a search engine and LLM from the ground up. To do that at the highest possible level we’ve invested in all this hardware to the extent where our superpod alone...