Technical Expert - Large Language Model

BYTEDANCE PTE. LTD.; Singapore; On-site; SGD 180,000 - 300,000; Full time

Job summary

ByteDance Seed team is hiring to advance the next generation of large language models. You will lead design, development, and optimization of LLMs, focusing on performance, scalability, and efficiency, while applying NLP, CV, and ML techniques to improve capabilities.

You will also conduct research and provide guidance to teammates on architecture and deployment strategies. The role emphasizes collaboration across teams, contribution to cutting-edge papers, and mentorship in a fast-paced,

Qualifications

• Bachelor's degree in CS/CE or related field.
• 5+ years coding experience with strong data structures & algorithms.
• Familiar with NLP, CV, Speech algorithms and technologies.
• Proficiency in data structures and algorithms; fluency in C/C++ or Python preferred.
• Experience with influential CV/NLP/ML papers or projects preferred.
• Excellent problem analysis and ability to tackle large-scale training challenges.
• Strong communication and collaboration skills to explore new tech with the team.

Responsibilities

• Lead design, development, and optimization of large language models to improve performance and efficiency.
• Apply advanced NLP/ML techniques to enhance model accuracy and capability.
• Conduct research to advance state-of-the-art in LLMs and contribute to papers/projects.
• Provide technical guidance and mentorship on model architecture, training, and deployment strategies.

Skills

Programming languages

NLP algorithms

CV algorithms

Large-scale training

Data structures

Algorithm skills

Research experience

Communication skills

Education

Bachelor's degree or above

Job description

Responsibilities

ByteDance will be prioritizing applicants who have a current right to work in Singapore, and do not require ByteDance's sponsorship of a visa. Team Introduction The Seed

Large Language Model (LLM) team is dedicated to aggressively advancing the next generation of LLMs, tackling fundamental challenges in LLM development head-on. Our areas of focus include model pre-training, post-training, inference, memory capabilities, learning, interpretability and other related directions. We dive deep into the latest technologies and create comprehensive solutions from concept to completion.

• Lead the design, development, and optimization of large language models, focusing on enhancing their performance, scalability, and efficiency.


• Apply advanced algorithms and techniques in NLP, deep learning, and machine learning to improve model accuracy and capability.

• Conduct cutting-edge research to advance the state-of-the-art in large language models, contributing to influential papers and projects.


• Provide technical guidance and mentorship to team members, sharing expertise in model architecture, training techniques, and deployment strategies.

Qualifications

Minimum Qualifications:

• Bachelor's degree or above, major in Computer Science, computer engineering or related;


• 5+ years of excellent coding skills with solid foundation in data structures and basic algorithms;


• Familiar with NLP, CV, Speech related algorithms and technologies;


• Familiar with large-scale model training process; Preferred Qualifications:


• Proficiency in data structures, and fundamental algorithm skills, specifically fluency in C/C++ or Python, winners of competitions such as ACM/ICPC, IOI, TopCoder etc. are preferred;


• Experience with influential projects or papers in CV, NLP, machine learning, deep learning are preferred;


• Excellent problem analysis and solving skills, able to deeply solve problems in large-scale model training and application;


• Good communication and collaboration skills, able to explore new technologies with the team and promote technological progress.

Job Information

About Doubao (Seed)

Established in 2023, the ByteDance Seed team is dedicated to pioneering new paths toward artificial general intelligence. We aspire to advance the frontier of intelligence to drive progress for both technology and society.

With a long-term vision for the AI sector, the Seed team's research spans MLLM, GenMedia, AI for Science, and Robotics. We maintain a global presence with laboratories and career opportunities across China, Singapore, and the United States.

To date, we have launched industry-leading general foundation models and cutting-edge multimodal capabilities. Our technology powers over 50 application scenarios - including Doubao, Jimeng, TRAE, Dola and Dreamnia - and serves enterprise customers through Volcano Engine and BytePlus. Third-party data shows that the Doubao App ranks first in user volume in the Chinese market, while Doubao foundation models lead the industry in average daily token consumption.

Why Join ByteDance

Inspiring creativity is at the core of ByteDance's mission. Our innovative products are 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 enrich life - a mission we work towards every day.

As ByteDancers, 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. 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

ByteDance 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 ByteDance, our mission is to inspire creativity and enrich life. 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.