Machine Learning Engineer Graduate (TikTok Shop Global E-Commerce, Risk Control) - 2026 Start (PhD)

TikTok; Singapore; On-site; SGD 55,000 - 75,000; Full time

Job summary

A leading social media platform in Singapore is seeking final year PhD graduates in Computer Science or related fields to enhance their e-commerce search capabilities. The role involves optimizing search quality, developing ranking systems, and solving business challenges. Candidates must exhibit strong coding skills and analytical prowess. Opportunities for career growth arise in a collaborative and innovative environment. Interested candidates should apply early and clearly state their availability.

Benefits

Yoga and fitness

Stock options

Career growth opportunity

Paid leave

Flat organization

Competitive compensation

Flexible hours

Qualifications

• Strong knowledge of data structures and algorithms required.
• Experience in machine learning needed.

Responsibilities

• Optimize search quality and user experience.
• Design and implement ranking systems.
• Solve business challenges for sustainable growth.
• Utilize relevant software platforms.

Skills

Coding skills

Data analysis

Problem-solving

Statistical knowledge

Communication skills

Education

Final year PhD in Computer Science, engineering or quantitative field

Job description

About TikTok

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 we also have offices in New York City, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.

Why Join Us

Inspiring creativity is at the core of TikTok's mission. Our innovative product is built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and bring joy – a mission we work towards every day.

We strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. Every challenge is an opportunity to learn and innovate as one team. We're resilient and embrace challenges as they come. By constantly iterating and fostering an “Always Day 1” mindset, we achieve meaningful breakthroughs for ourselves, our company, and our users. When we create and grow together, the possibilities are limitless. Join us.

Diversity & Inclusion

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.

Job highlights

• Yoga and fitness
• Stock options
• Positive team atmosphere
• Career growth opportunity
• Paid leave
• Flat organization
• 100+ million users
• Industry experts
• Competitive compensation
• Flexible hours

Responsibilities

The Search E‑Commerce team is responsible for the search algorithm for TikTok's rapidly growing global e‑commerce business. We use state‑of‑the‑art large‑scale machine learning technology, the cutting‑edge NLP, CV and multi‑modal technology to build the industry’s top‑class search engine to provide the best e‑commerce search experience, for more than 1 billion monthly TikTok users around the world. Our mission is to build a world where “there is no hard‑to‑sell good‑priced product in the world”.

We are looking for talented individuals to join our team in 2026. As a graduate, you will get opportunities to pursue bold ideas, tackle complex challenges, and unlock limitless growth. Launch your career where inspiration is infinite at TikTok.

Successful candidates must be able to commit to an onboarding date by end of year 2026. Please state your availability and graduation date clearly in your resume.

Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply. The application limit is applicable to TikTok and its affiliates' jobs globally. Applications will be reviewed on a rolling basis – we encourage you to apply early.

• Improve the basic search quality and user experience: Optimize query analysis and text relevance matching. Understand e‑commerce video content and implement multi‑modal matching. Improve users' perception of product authority, and deeply participate in the design and implementation of core search products. Comprehensively improve the end‑to‑end shopping experience from browsing to after‑sales.
• Design and implement the end‑to‑end ranking system (recall, first stage ranking, final stage ranking and mixed row): Improve users' personalized shopping interests model. Improve the shopping conversion efficiency for merchandise, video and live stream to promote GMV growth.
• Promote the development of the ecosystem: From the perspective of the industry and businesses, solve challenging problems such as supply and demand matching, business cold start, and sustainable business growth, etc. Think, analyze and adjust the evolution of the system to achieve long‑term and sustainable growth of GMV.
• 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

Minimum Qualifications

• Final year PhD graduates in Computer Science, engineering or quantitative field.
• 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.
• Industry work experience in machine learning. Good product sense with a focus on user experience.

Preferred Qualifications

• Self‑driven, able to deeply understand the business, adapt to rapid business changes, have good personal expression and communication skills, and be able to promote project implementation.
• Publication records in top journals or conferences will be a plus. Experience winning ACM‑ICPC medals will be a plus.

By submitting an application for this role, you accept and agree to our global applicant privacy policy, which may be accessed here: https://careers.tiktok.com/legal/privacy

If you have any questions, please reach out to us at apac‑[e-mail]