Seed - LLM Performance Operation Analyst (Non-safety)

4 Months ago • All levels • Data Analyst

Job Summary

Job Description

As an LLM Performance Operation Analyst at ByteDance's Doubao (Seed) team, you'll measure and analyze LLM performance across various dimensions. Responsibilities include creating metrics, designing and conducting tests, delivering performance analysis to identify issues in LLM training and product design, collaborating with product teams to build testing workflows and enhance testing processes, and working with the annotation team to assess training data quality. This role requires strong analytical, project management, and communication skills, with experience in LLM performance evaluation preferred.
Must have:
  • Professional proficiency in English
  • Critical thinking & analytical skills
  • Strong project management capabilities
  • LLM performance measurement experience
  • Collaboration with engineers & product managers
Good to have:
  • Consulting, market research, or auditing experience
  • NLP model and search product performance evaluation experience
  • Deep interest in LLMs

Job Details

Responsibilities
About Doubao (Seed) Founded in 2023, the ByteDance Doubao (Seed) Team, is dedicated to pioneering advanced AI foundation models. Our goal is to lead in cutting-edge research and drive technological and societal advancements. With a strong commitment to AI, our research areas span deep learning, reinforcement learning, Language, Vision, Audio, AI Infra and AI Safety. Our team has labs and research positions across China, Singapore, and the US. Leveraging substantial data and computing resources and through continued investment in these domains, we have developed a proprietary general-purpose model with multimodal capabilities. In the Chinese market, Doubao models power over 50 ByteDance apps and business lines, including Doubao, Coze, and Dreamina, and is available to external enterprise clients via Volcano Engine. Today, the Doubao app stands as the most widely used AIGC application in China. 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, numerate and analytical skills are required 3. Strong project management capabilities with proven ability to work effectively with both internal and external stakeholders; comfortable handling ambiguous requirements and adapting to changes while maintaining project momentum 4. Comfortable 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 evaluation is strongly preferred. 2. A deep interest in LLM is essential. The ideal candidate is an enthusiastic learner who finds engagement with diverse case studies stimulating. 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.

Similar Jobs

ByteDance - High-Performance Computing Research Scientist (Inference Optimization)

ByteDance

San Jose, California, United States (On-Site)
1 Week ago
ByteDance - Student Researcher (Foundation Models - Reasoning, Planning & Agent - Doubao (Seed)) - 2025 Start (PhD)

ByteDance

San Jose, California, United States (On-Site)
5 Months ago
Samsung Semiconductor - Staff Engineer, AI

Samsung Semiconductor

San Jose, California, United States (On-Site)
2 Days ago
Meta - AI Research Scientist, Language - Generative AI

Meta

Seattle, Washington, United States (On-Site)
5 Months ago
ByteDance - Software Engineer Intern (Doubao (Seed) - Machine Learning System) - 2025 Summer (MS)

ByteDance

Seattle, Washington, United States (On-Site)
5 Months ago
PAPAYA - BI Analyst

PAPAYA

Tel Aviv-Yafo, Tel Aviv District, Israel (On-Site)
1 Day ago
SmileGate - Data Analyst - CROSSFIRE

SmileGate

Seongnam-si, Gyeonggi-do, South Korea (On-Site)
1 Week ago
WebFX - Technical Digital Marketer (MARTECH Implementation)

WebFX

Philippines (Remote)
4 Months ago
Just Play GmbH - Senior Marketing Data Analyst

Just Play GmbH

(Remote)
4 Weeks ago
ION - Data Operations

ION

Noida, Uttar Pradesh, India (On-Site)
5 Months ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

ByteDance - Research Scientist Graduate (High-Performance Computing (Algorithm Acceleration)- Vision AI Platform)

ByteDance

San Jose, California, United States (On-Site)
1 Month ago
Microsoft - Senior Researcher – Artificial Specialized Intelligence

Microsoft

Vancouver, British Columbia, Canada (On-Site)
1 Week ago
ByteDance - Student Researcher (Doubao (Seed) - Foundation Model - Video Generative Model)

ByteDance

San Jose, California, United States (On-Site)
4 Weeks ago
ByteDance - Student Researcher (Doubao (Seed) - Foundation Model - Video Generative Model)

ByteDance

San Jose, California, United States (On-Site)
1 Month ago
ByteDance - NLP Researcher - 2025 Start

ByteDance

Singapore (On-Site)
5 Months ago
ByteDance - Software Engineer Intern (Doubao (Seed) - Machine Learning System) - 2025 Summer (PhD)

ByteDance

Seattle, Washington, United States (On-Site)
5 Months ago
Microsoft - Senior Researcher

Microsoft

Singapore (On-Site)
1 Week ago
Google - Software Engineer III, AI/ML, Platforms and Devices

Google

Bengaluru, Karnataka, India (On-Site)
1 Week ago
NVIDIA - Senior System Software Engineer, Robotics Simulation

NVIDIA

Santa Clara, California, United States (Hybrid)
1 Month ago
ByteDance - NLP Engineer Intern - 2025 Start

ByteDance

Singapore (On-Site)
5 Months ago

Get notifed when new similar jobs are uploaded

Jobs in Singapore

PwC - Workforce Transformation Manager

PwC

Singapore (On-Site)
6 Months ago
ByteDance - Innovation Tech Solution Sales (Cloud)

ByteDance

Singapore (On-Site)
1 Week ago
ByteDance - Transaction Monitoring Analyst - Global Payment Compliance

ByteDance

Singapore (On-Site)
4 Weeks ago
ByteDance - Backend Engineer, ARK Large Model Platform (Singapore)

ByteDance

Singapore (On-Site)
5 Months ago
PwC - Risk Services - Communication and Marketing Specialist

PwC

Singapore (On-Site)
6 Months ago
ByteDance - SRE Software Engineer Intern - Global Payment - 2025 Start

ByteDance

Singapore (On-Site)
2 Months ago
Riot Games - Senior Manager, Publishing Product Management - 2XKO in APAC

Riot Games

Singapore (On-Site)
1 Month ago
ByteDance - Senior Regional Compliance Counsel, APAC

ByteDance

Singapore (On-Site)
6 Days ago
Riot Games - Insights Analyst II, Wild Rift

Riot Games

Singapore (On-Site)
5 Months ago

Get notifed when new similar jobs are uploaded

Data Analyst Jobs

Rackspace Technology - Snowflake Data Architect

Rackspace Technology

India (Remote)
1 Week ago
SuperPlay - Senior Marketing Analyst

SuperPlay

Tel Aviv District, Israel (On-Site)
2 Weeks ago
Brillio - Senior Data Specialist- R01531001

Brillio

Bengaluru, Karnataka, India (Hybrid)
6 Months ago
InMobiInMobi - Intern - Strategic Initiatives

InMobiInMobi

Bengaluru, Karnataka, India (On-Site)
1 Day ago
Equivalent Jobs - QUANTITATIVE ANALYST

Equivalent Jobs

(Remote)
5 Months ago
Corsair - Business Intelligence Data Analyst

Corsair

Milpitas, California, United States (On-Site)
1 Week ago
Google - Open Career Opportunities, Verily Life Sciences

Google

South San Francisco, California, United States (On-Site)
5 Months ago
Tripledot Studios - Senior Data Analyst

Tripledot Studios

Jakarta, Jakarta, Indonesia (Hybrid)
2 Months ago
Netflix - Data Engineer (L4) - Security

Netflix

Los Gatos, California, United States (Hybrid)
1 Week ago
Google - Analyst, Geo, Trust and Safety

Google

Bengaluru, Karnataka, India (On-Site)
1 Week ago

Get notifed when new similar jobs are uploaded

About The Company

Where imagination meets innovation, delivering limitless gaming experiences.

Dublin, County Dublin, Ireland (On-Site)

London, England, United Kingdom (On-Site)

Bangkok, Bangkok, Thailand (On-Site)

San Jose, California, United States (On-Site)

State Of São Paulo, Brazil (On-Site)

San Jose, California, United States (On-Site)

View All Jobs

Get notified when new jobs are added by ByteDance

Level Up Your Career in Game Development!

Transform Your Passion into Profession with Our Comprehensive Courses for Aspiring Game Developers.

Job Common Plug