Logo of Huzzle

Home

Matches

Explore

Manage

Machine Learning Engineer Intern (Enterprise Solution RD - Algorithm) - 2025 Summer/Fall Intern (BS/MS)

image

TikTok

17d ago

  • Internship
    Full-time
    Summer Internship
  • Data
    IT & Cybersecurity
  • San Jose

AI generated summary

  • You need a relevant degree, interest in LLMs, deep learning knowledge, coding skills in Java/Python/Go, familiarity with frameworks like PyTorch/TensorFlow, and excellent teamwork abilities.
  • You will optimize domain LLM/LVLM, apply data augmentation for dataset creation, enhance model performance post-training, and develop evaluation mechanisms for the optimized models.

Requirements

  • Minimum Qualifications
  • Bachelor's degree or above, majoring in computer science or related fields.
  • Interested in LLM / LVLM, understand the training and fine-tuning processes of large models, and be familiar with algorithm model development tasks.
  • Understand common deep learning algorithms in one or more of the following scenarios: recommendation systems, advertising systems, natural language processing, computer vision.
  • Be familiar with at least one of the following programming languages: Java, Python, Go; understand at least one mainstream framework: PyTorch, TensorFlow, PaddlePaddle.
  • Have the ability to solve problems independently, a good sense of teamwork and communication skills.
  • Have a strong coding ability and the ability to implement algorithm models, have a strong technical curiosity, self-motivation and enterprising spirit, and be able to timely pay attention to and learn the best practices in the industry.
  • Preferred Qualifications:
  • Graduating December 2025 onwards with the intent to return to degree program after the completion of the internship.

Responsibilities

  • We are looking for Machine Learning Engineer Intern with experience or interest in optimization of domain LLM/ LVLM.
  • Based on domain data and project requirements, adopt appropriate data augmentation techniques to construct a dataset.
  • Deeply participate in each steps of post-train to improve the model effect and thereby enhance business efficiency.
  • Combine the characteristics of the task to construct a reasonable evaluation data and mechanism to evaluate the effect of the optimized domain large model.

FAQs

What is the duration of the internship program at TikTok?

The internship program runs for 12 weeks, beginning in May/June 2025.

Are there specific start dates I can apply for?

Yes, the available start dates are May 12, May 19, May 27, June 9, and June 23, 2025.

What are the educational qualifications required for this internship?

A Bachelor's degree or above in computer science or related fields is required.

Is experience with large language models necessary for the internship?

While experience is preferred, a genuine interest in LLM/LVLM along with an understanding of their training and fine-tuning processes is acceptable.

Which programming languages and frameworks should I be familiar with?

Candidates should be familiar with at least one of the following programming languages: Java, Python, or Go, and know at least one mainstream framework, such as PyTorch, TensorFlow, or PaddlePaddle.

Is there an application limit for positions?

Yes, candidates can apply to a maximum of two positions, and applications are reviewed on a rolling basis.

Will the internship provide benefits?

Yes, interns will have day one access to health insurance, life insurance, wellbeing benefits, 10 paid holidays per year, and paid sick time.

What skills are important for this role?

Important skills include problem-solving ability, strong coding skills, teamwork, communication, and a willingness to learn and innovate.

Are there specific graduation requirements for preferred qualifications?

Yes, preferred candidates should be graduating in December 2025 or later and intend to return to their degree program after the internship.

Does TikTok have a commitment to diversity and inclusion?

Yes, TikTok values diversity and is committed to creating an inclusive space where employees are celebrated for their skills and unique perspectives.

image

TikTok

Entertainment & Media
Industry
10,001+
Employees
2017
Founded Year

Mission & Purpose

TikTok is a social media platform where users create and share short videos on various topics, including entertainment, education, and lifestyle. Their ultimate goal is to inspire creativity and bring joy to people's lives through engaging and entertaining content. TikTok's purpose is to provide a platform for self-expression and connection, fostering a global community where individuals can express themselves authentically and connect with others who share similar interests and passions.