Software Engineer Graduate

1 day ago

Singapore TikTok Full time

Overview
Software Engineer Graduate (Trust & Safety Algorithm Engineering) - 2026 Start (BS/MS) at TikTok. This role is for graduates starting in 2026.
Join to apply for the
Software Engineer Graduate (Trust & Safety Algorithm Engineering) - 2026 Start (BS/MS)
role at
TikTok .
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
Minimum Qualifications:
Final year or recent graduate with a background in computer science or a related technical discipline.
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 Qualifications:
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 concepts.
Company & Policy
By submitting an application for this role, you accept and agree to our global applicant privacy policy, which may be accessed here:
If you have any questions, please reach out to us at
About TikTok
TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. Our global headquarters are in Los Angeles and Singapore, with offices around the world.
Why Join Us: We strive to do great things with great people and embrace a mindset of curiosity and impact. We build diverse, inclusive teams and value collaboration and continuous learning.
Diversity & Inclusion: TikTok is committed to creating an inclusive space where employees are valued for their skills and perspectives.
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