Algorithm Engineer, TikTok e-Commerce

2 months ago


Singapore TIKTOK PTE. LTD. Full time
Roles & Responsibilities

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

Our team is responsible for developing large scale product knowledge graphs to improve online shopping experience. We are currently looking for talented software engineers that have a deep understanding of Natural Language Processing (NLP), Computer Vision (CV), Deep Learning (DL) and Machine Learning(ML).


Responsibilities

You will be developing state-of-the-art models to solve challenging problems that impact both the platform and millions of customers, including:

- Responsible for building and continuously optimizing algorithm solutions in product matching, price comparison etc. to improve supply operational efficiencies;

- Responsible for continuously maintaining and improving the robustness, stability and computational efficiencies of algorithm solutions in live business environment.

- Support the production of scalable and optimised AI/machine learning (ML) models

- Focus on building algorithms for the extraction, transformation and loading of large volumes of realtime, unstructured data to deploy AI/ML solutions from theoretical data science models.

- Run experiments to test the performance of deployed models, and identifies and resolves bugs that arise in the process.

- Work in a team setting and apply knowledge in statistics, scripting and programming languages required by the firm.

- Work with the relevant software platforms in which the models are deployed.

Qualifications

- Bachelor and above with major in computer science, computer engineering, statistics, applied mathematics, data science or other related disciplines.

- At least 1 year of experience and strong skills in at least one of the technological areas:

- Natural language generation, named entity recognition, machine translation, question answering, knowledge graph, information extraction, text mining and classification etc.

- Computer vision, facial recognition, multimodal learning, object detection & tracking, image classification etc.

- Machine learning, transfer learning, graph embedding, representative learning, large-scale optimization, recommendation, reinforcement learning, etc.

- Work experience in e-commerce or Internet industry is preferred.

- Strong coding skills in at least one of the following programming frameworks, e.g. Python, Java, C/C++, Spark etc.; Familiaer with at least one of the following deep learning frameworks, e.g., PyTorch, TensorFlow, Keras etc.

- Strong analytical and problem-solving skills.


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
Sponsorship
Natural Language Processing
Scripting
Computer Vision
Keras
Information Extraction
PyTorch
Python
Statistics
Data Science
Java
Machine Translation
Text Mining
Applied Mathematics

  • Singapore TikTok Full time

    About the TeamThe Search Growth E-commerce team is driving innovation at the forefront of developing the search recommendation algorithm for TikTok's rapidly expanding global e-commerce enterprise. Leveraging cutting-edge machine learning technology, advanced NLP, CV, recommendation, and multi-modal technology, we're shaping a pioneering engine within the...

  • Algorithm Engineer

    3 weeks ago


    Singapore TIKTOK PTE. LTD. Full time

    Roles & ResponsibilitiesTikTok 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,...

  • Algorithm Engineer

    3 weeks ago


    Singapore TIKTOK PTE. LTD. Full time

    Roles & 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...

  • Algorithm Engineer

    3 weeks ago


    Singapore TIKTOK PTE. LTD. Full time

    Roles & ResponsibilitiesTikTok 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,...

  • Algorithm Engineer

    3 weeks ago


    Singapore TIKTOK PTE. LTD. Full time

    Roles & 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...

  • Algorithm Engineer

    3 weeks ago


    Singapore TIKTOK PTE. LTD. Full time

    Roles & ResponsibilitiesTikTok 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,...

  • Algorithm Engineer

    2 months ago


    Singapore TIKTOK PTE. LTD. Full time

    Roles & ResponsibilitiesTikTok 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,...


  • Singapore Hireio, Inc. Full time

    About the JobWe are seeking a highly skilled NLP Algorithm Engineer to join our e-commerce department at TikTok. As a key member of our team, you will be responsible for researching and developing innovative NLP algorithms to enhance our overseas e-commerce business.Key ResponsibilitiesDevelop intelligent customer service solutions for TikTok and its...


  • Singapore TIKTOK PTE. LTD. Full time

    OverviewTikTok PTE. LTD., a global leader in short-form mobile video, is seeking a highly skilled AI E-commerce Innovation Engineer to join its e-commerce content development team. This role requires expertise in designing and applying machine learning algorithms and strategies to improve user experience on e-commerce content.About the RoleWe are committed...


  • Singapore TIKTOK PTE. LTD. Full time

    Roles & ResponsibilitiesTikTok 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,...


  • Singapore TIKTOK PTE. LTD. Full time

    About TikTokTikTok PTE. LTD. is a leader in short-form mobile video. Our mission is to inspire creativity and bring joy. We are a global company with offices in various locations.Why Work with UsWe are passionate about creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our team is committed to...


  • Singapore TIKTOK PTE. LTD. Full time

    Roles & 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...


  • Singapore TIKTOK PTE. LTD. Full time

    About the RoleWe are seeking a highly skilled AI Algorithm Engineer to join our team at TikTok PTE. LTD. as an E-commerce Logistics Fulfillment Specialist. This role will be responsible for optimizing TikTok's global e-commerce logistics fulfillment services through the application of technologies such as machine learning, deep learning, and operational...


  • Singapore TIKTOK PTE. LTD. Full time

    About the E-commerce Recommendation TeamThe TikTok E-commerce Recommendation team focuses on developing innovative algorithms and big data solutions to enhance the user experience on our platform. Our mission is to make high-quality products easily accessible, enabling everyone to enjoy a better life.Responsibilities• Participate in optimizing TikTok...


  • Singapore TIKTOK PTE. LTD. Full time

    Roles & ResponsibilitiesTikTok 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,...


  • Singapore TIKTOK PTE. LTD. Full time

    Roles & ResponsibilitiesTikTok 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,...


  • Singapore TikTok Full time

    About the teamOur MissionWe are a team of innovative engineers working on large-scale recommendation systems for various offerings under TikTok and its affiliates.ResponsibilitiesDevelop and implement large-scale e-commerce recommendation algorithms and systems, including commodity recommendations, live stream recommendations, and short video...


  • Singapore TikTok Full time

    About the TeamOverviewTikTok is committed to optimizing global e-commerce logistics fulfillment services through machine learning, deep learning, and operational research optimization.Job DescriptionWe are looking for talented individuals to join us in developing cutting-edge technologies for e-commerce content creation, product generation, and virtual...


  • Singapore TIKTOK PTE. LTD. Full time

    Roles & ResponsibilitiesTikTok 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,...

  • Algorithm Engineer

    3 weeks ago


    Singapore TIKTOK PTE. LTD. Full time

    Roles & ResponsibilitiesTikTok 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,...