Llm Performance Operation, Analysts
3 days ago
**Responsibilities**:
About ByteDance
Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.
Why Join Us
Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. Join us.
As a core member of our LLM Global Data Team, you'll be at the heart of our operations. Gain first-hand experience in understanding how to measure and analyze performance of LLM on various dimensions.
Your Role Will Involve:
1. Gaining direct experience in LLM and LLM-relevant product performance measurement, including creating metrics, designing and conducting tests, to help tech and product teams to understand LLM and product performance.
2. Delivering performance and feedback analysis to identify issues in LLM training and product design.
3. Collaborating with product managers and engineers to build testing workflows, create feedback loops, and enhance the effectiveness of testing processes and standards.
4. Working closely with the annotation team to gauge the quality of training data sets.
**Qualifications**:
Minimum Qualifications:
1. Professional proficiency in English with excellent writing and critique skills.
2. Critical thinking and analytical skills are required.
3. Comfort with meeting deadlines and generating creative solutions, including the use of technology and tools, to enhance the quality of both individual and team outputs.
Preferred Qualifications:
1. Experience in consulting, market research, auditing, operational process design and improvement is valued. Experience as NLP model and search product performance evaluators is strongly preferred.
Note:This role requires a paper test prior to interviews.
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.
-
LLM Training Operation Math
2 weeks ago
Singapore ByteDance Full timeLLM Training Operation Math & Reasoning Analyst - Seed Global Data 3 days ago Be among the first 25 applicants About the Team Seed Global Data is a team focused on producing international data for LLMs. For the training of large models, data is the lifeline of model quality — and the Global Data team is working closely with technical, product, and...
-
LLM Training Operation Math
1 week ago
Singapore BYTEDANCE PTE. LTD. Full timeResponsibilities About the team Seed Global Data is a team focused on producing international data for LLMs. For the training of large models, data is the lifeline of model quality — and the Global Data team is working closely with technical, product, and operations teams to ensure effective data production strategies and execution management. As a key...
-
LLM Training Operation Math
2 weeks ago
Singapore BYTEDANCE PTE. LTD. Full timeAbout the team Seed Global Data is a team focused on producing international data for LLMs. For the training of large models, data is the lifeline of model quality — and the Global Data team is working closely with technical, product, and operations teams to ensure effective data production strategies and execution management. As a key member of our LLM...
-
LLM Training Operation Math
2 weeks ago
Singapore BYTEDANCE PTE. LTD. Full timeResponsibilities About the team Seed Global Data is a team focused on producing international data for LLMs. For the training of large models, data is the lifeline of model quality - and the Global Data team is working closely with technical, product, and operations teams to ensure effective data production strategies and execution management. As a key...
-
Llm Red-teaming Operation, Analyst
5 days ago
Singapore ByteDance Full timeAbout ByteDance Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create...
-
Llm Training Operation
3 days ago
Singapore BYTEDANCE PTE. LTD. Full timeAbout ByteDance Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create...
-
Senior Data Scientist
2 weeks ago
Singapore Binance Full timeSenior Data Scientist / Analyst (AI/LLM)Get AI-powered advice on this job and more exclusive features. Binance is the leading global blockchain ecosystem and cryptocurrency infrastructure provider whose suite of financial products includes the world's largest digital-asset exchange. Our mission is to accelerate cryptocurrency adoption and increase the...
-
Singapore ByteDance Full timeAbout ByteDance Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create...
-
Llm/mlops Engineer, It
3 days ago
Singapore Singapore Technologies Engineering Ltd Full timeJob ID: 16604- Location: Digital Hub, SG- Description: - **JOB RESPONSIBILITIES** **On-Premise Open-Source LLM Hosting and Deployment**: - Lead the deployment and management of open-source models like Llama, Mistral, and others in on-premise environments. - Design and implement infrastructure that supports large-scale LLM hosting, ensuring security,...
-
LLM Operations Specialist
2 weeks ago
Singapore TikTok Full timeLLM Operations Specialist (Content Moderation)Get AI-powered advice on this job and more exclusive features. Responsibilities Model Operations – Identify the most suitable model for specific tasks, troubleshoot performance issues or errors, and provide prompt feedback to model owners (algorithm engineers). Model/policy Alignment – Ensure model outputs...
