Machine Learning Engineer Graduate (E-Commerce Supply Chain & Logistics - CV/Multimodal)- 2024 Start (MS/Phd)

San Jose, California


Employer: TikTok
Industry: R&D
Salary: Competitive
Job type: Full-Time

Responsibilities

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, Mountain View, New York, Austin, London, Paris, Berlin, Dubai, Singapore, Jakarta, São Paulo, 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.

Team Introduction:
Join the E-commerce Global Supply Chain and Logistics team at TikTok! We're enhancing the shopping experience and reducing logistics operational costs. We are seeking brilliant and motivated graduate software engineers, who are eager to apply their knowledge in machine learning (ML), operations research (OR), data mining, and statistical inference to real-world challenges.

We are looking for talented individuals to join our team in 2024. As a graduate, you will get unparalleled opportunities for you to kickstart your career, pursue bold ideas and explore limitless growth opportunities. Co-create a future driven by your inspiration with TikTok.

Successful candidates must be able to commit to one of the following start dates below:
1. January 15, 2024
2. February 5, 2024
3. March 4, 2024
4. May 20, 2024
5. June 10, 2024
6. July 15, 2024
7. August 12, 2024
We will prioritize candidates who are able to commit to these start dates. Please state your availability and graduation date clearly in your resume.

Applications will be reviewed on a rolling basis. We encourage you to apply early.

Candidates can apply for a maximum of TWO positions and will be considered for jobs in the order you applied for. The application limit is applicable to TikTok and its affiliates globally.

Join our vibrant and fast-paced team at TikTok as a Machine Learning Engineer, specializing in Computer Vision (CV), Artificial Intelligence Generated Content (AIGC), or Multimodal machine learning. This role offers an exciting opportunity for recent graduates (Master's or PhD) who can start work in 2024 to apply state-of-the-art techniques to challenging problems in the e-commerce supply chain and logistics domain. Be part of the team revolutionizing customer experience through advanced technologies.

Responsibilities:
- Explore and implement cutting-edge technologies like computer vision, AIGC, and multimodal machine learning in content commerce.
- Leverage AIGC technology to enhance various aspects of e-commerce, including merchandising, product image optimization, and intelligent design.
- Optimize and iterate CV/multimodal/AIGC-related models, focusing on image understanding, generation, and editing.

Qualifications

- Master's or PhD degree in Computer Science, Engineering, Operations Research, or related fields.
- Graduate with a background in Software Development, Computer Science, Computer Engineering, or a related technical discipline
- Understanding of TensorFlow/PyTorch or similar training frameworks. Familiarity with mixed precision training, distributed training, and TensorRT deployment.
Preferred Qualifications:
- Demonstrated software engineering experience from previous internship, work experience, coding competitions, or publications
- Internship experience or research experience, especially in e-commerce, multimodal/AIGC, including image and video understanding, generation.
- Research in a specific area of computer vision/multimodality and publications at conferences such as KDD, NeurIPS, WWW, SIGIR, WSDM, CIKM, ICLR, ICML, IJCAI, AAAI.
- Excellent communication skills, strong learning ability, proactive, and enthusiastic attitude.

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.

TikTok is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at dataecommerce.accommodations@tiktok.com.

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.

Created: 2024-04-25
Reference: A61360
Country: United States
State: California
City: San Jose
ZIP: 95118


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