Algorithm Engineer
2 weeks ago
Job Summary:
Salary
S$6,500 - S$13,000 / Monthly
Job Type
Seniority
Mid
Years of Experience
At least 5 years
Tech Stacks
Graph C++ Go Linux Python
TikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok's sponsorship of a visa.
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.
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 Platform Governance team is focused to support the businesses by building a healthy E-commerce ecosystem and improve platform service capabilities with the most advanced AI technology.
The team use the most advanced AI technology to combat various risks/violations in Bytedance's e-commerce platform, maintain platform security, build a good e-commerce ecosystem, and empower business teams to improve work efficiency.
We pursue the ultimate risk detection capability.The fairness and sustainability of the e-commerce ecosystem, high-quality content and merchandise are areas where we are constantly striving for improvement.
Responsibilties:
- Responsible for recognition and control of the risky seller and lowquality eCommerce anchors via user profile.
- Responsible for building the antifraud model to recognize illegal behaviors and events in the eCommerce scenario.
- 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 with the relevant software platforms in which the models are deployed.
Qualifications
- At least 5 years of experience in related field.
- Computer Science or related major, bachelor's degree or above.
- Master machine learning/deep learning theoretical knowledge, and have rich practical experience.
- Familiar with 12 fields in Data Mining, NLP, Computer Vision or Graph Algorithm.
- Possess Linux environment R&D capabilities, proficient in Python/Go/C++.
- Excellent analysis and problemsolving skills, passion for challenging problems.
- Have a good team spirit and strong communication skills.
Preferred Qualifications:
- Received best paper or equivalent awards in the aforementioned conferences.
- Winner of international academic competitions.
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.-
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