Software Engineer - Internship Job at Jobright.ai, San Jose, CA

T2V4UFVEZ0UyTnVGbnNPZVc2OVl4b1NDT2c9PQ==
  • Jobright.ai
  • San Jose, CA

Job Description

Verified Job On Employer Career Site

Job Summary:

TikTok is the leading destination for short-form mobile video, dedicated to inspiring creativity and bringing joy. The Trust and Safety engineering team is looking for a graduate to optimize algorithm applications and develop machine learning infrastructure, focusing on high concurrency and scalability challenges.

Responsibilities:

• Work closely with business teams to optimize the integration plan for algorithm applications, improve efficiency in evaluating and using algorithm applications across various business scenarios, and reduce the cost of managing and optimizing algorithm applications in different business scenarios.

• Be responsible for the architectural design, development, and performance tuning of algorithm applications, solving technical challenges such as high concurrency, high reliability, and high scalability. Work includes multiple sub-areas: ML model training and evaluation, model optimization, model inference, model management, dataset management, workflow orchestration, etc.

• Responsible for the design and development of Machine Learning infrastructure for LLM/AIGC, etc

• Be responsible for researching and implementing cutting-edge engineering technologies related to LLM, NLP, CV.

Qualifications:

Required:

• Familiar with one or two programming languages, such as C++, Go, or Python, and knowledgeable about CUDA or deep learning frameworks (such as PyTorch, Deepspeed, Megatron, vllm, etc.).

• Understanding of the principles of distributed systems, large-scale data processing, and parallel computing.

• Interested and experienced in one or more of the following areas: machine learning, deep learning, computational acceleration, and performance optimization.

• Familiar with the ML Infrastructure of Large Model training and inference.

Preferred:

• Excellent programming skills, data structure and algorithm skills, proficient in C/C++ or Python programming language, candidates with awards in ACM/ICPC, NOI/IOI, Top Coder, Kaggle and other competitions are preferred.

• Research or industry experience in the field of machine learning, especially in large language models (LLMs) and generative artificial intelligence.

• Distributed training framework optimizations such as DeepSpeed, FSDP, Megatron, GSPMD.

• Experiences in in-depth CUDA programming and performance tuning (cutlass, triton).

• Experience with evaluation of ML models, LLM application & agent development is desirable.

• Understanding cutting-edge LLM research and engineering (e.g., long context, multi modality, active learning, alignment research, agent ecosystem, etc.) and possess practical expertise in effectively implementing these advanced systems.

Company:

TikTok is a short-form video entertainment app and social network platform. It is a sub-organization of ByteDance. Founded in 2003, the company is headquartered in Los Angeles, California, USA, with a team of 10001+ employees. The company is currently Late Stage. TikTok has a track record of offering H1B sponsorships.

Job Tags

H1b,

Similar Jobs

CoperUniversity Health Care

HEALTH COACH Job at CoperUniversity Health Care

About us At Cooper University Health Care , our commitment to providing extraordinary health care begins with our team. Our extraordinary...  ...Short Description Fluency in Spanish preferred. The Health Coach is an integral part of the healthcare team, assisting in patient... 

Columbus Zoo And Aquarium

Audio Visual Seasonal Team Member Job at Columbus Zoo And Aquarium

Responsibilities~Ensures quality performance of audio/visual components in various on-site facilities.~Work with group sales and other internal teams, as well as directly with customers, to ensure smooth and timely setup and operation of audio/visual equipment for... 

Aerotek

Insulator Job at Aerotek

 ...**This position is responsible for providing labor support to experienced carpenters and/or insulators. Entry-level personnel will learn insulation removal and/or installation, whenever feasible. Insulation work performed on the job will be reviewed and evaluated by supervisors... 

American Income Life

Entry-Level Customer Support Representative (Remote) Job at American Income Life

100% Remote!! Please Note: We are currently only hiring U.S. residents who are legally authorized to work in the United States with a social security # (US Only). We are not hiring in New York and Massachusetts. _________________________________________________________... 

Career Strategies

Junior Building Engineer Job at Career Strategies

Jr Building Engineer Sacramento, CA Entry level position with some basic knowledge and experience working with HVAC, electrical and plumbing. Knowledge of HVAC and can troubleshoot rooftop units, boxcars and chillers. Assist in the maintenance, operation, and...