Data Production Manager, LLM

1 Month ago • All levels • Data Analyst

About the job

Job Description

ByteDance is seeking a Data Production Manager to join its LLM Global Data Team. You will gain hands-on experience in understanding the intricacies of training Large Language Models (LLMs) with diverse data sets. This role involves understanding the synergy between humans and data in LLM training, developing specialized skills in specific data formats and content verticals, collaborating with product managers and engineers, and working closely with leadership to understand the impact of data on AIGC products. You will have the opportunity to lead task forces or projects following your rotation program.
Must have:
  • Experience in journalism, teaching, writing, text editing.
  • Experience as annotators for leading AI/LLM companies.
  • Intelligent, diligent, skilled in analyzing cases and structuring operational improvements.
  • Comfort with meeting deadlines and generating creative solutions.
  • A deep interest in LLMs, human behavior and user experience.
Not hearing back from companies?
Unlock the secrets to a successful job application and accelerate your journey to your next opportunity.
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. About the team 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 the intricacies of training Large Language Models (LLMs) with diverse data sets. Through our carefully designed rotation program, you'll witness how high-quality data is meticulously crafted and used. After completing your rotation, you will have the chance to select your area of expertise. This will be your stepping stone to lead, train, or oversee larger data operation teams. Your Role Will Involve: 1. Gaining direct experience in data production, including drafting, revising, and quality-checking, to understand the synergy between humans and data in LLM training. 2. Developing specialized skills in one of our data formats and content verticals. 3. Collaborating with product managers and engineers to assess and enhance the effectiveness of our operational processes, including conducting improvement experiments. 4. Working closely with the leadership of tech and product teams to understand the impact of data in AIGC products and LLM training. 5. Leading task forces or projects in an operational domain following successful incubation.
Qualifications
Qualifications: 1. Experience in journalism, teaching, writing, text editing is highly valued. Experience as annotators for leading AI/LLM companies is strongly preferred. 2. Candidates should be intelligent, diligent, and skilled in analyzing cases and structuring operational improvements. 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. 4. A deep interest in LLMs, human behavior and user experience is essential. The ideal candidate is an enthusiastic learner who finds engagement with diverse case studies and annotators 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.
View Full Job Description

Add your resume

80%

Upload your resume, increase your shortlisting chances by 80%

About The Company

Where imagination meets innovation, delivering limitless gaming experiences.

View All Jobs

Get notified when new jobs are added by ByteDance

Similar Jobs

ElevenLabs - IT Security Engineer

ElevenLabs, Spain (Remote)

Social Discovery Group - Prompt Engineer (AI Specialist)

Social Discovery Group, Serbia (Remote)

Keywords Studios (Player Support) - Polish Games Linguist

Keywords Studios (Player Support), Japan (Hybrid)

Razer - Digital Marketing Specialist

Razer, United States (On-Site)

Flexera Software - VP, Data & Content Engineering

Flexera Software, United States (Hybrid)

Morning Star - ESG Research Senior Analyst

Morning Star, Romania (Hybrid)

Phoenix Labs - Senior Data Analyst - Dauntless/Fae Farm

Phoenix Labs, Canada (Hybrid)

Mozilla - Senior Data Engineer

Mozilla, (Remote)

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

Cantina - Senior Mobile Gaming Engineer

Cantina, United States (Hybrid)

ElevenLabs - Head of Performance Marketing

ElevenLabs, United Kingdom (Remote)

Assystems - Risk Manager

Assystems, United Kingdom (On-Site)

Unity - Junior Software Engineer

Unity, Japan (On-Site)

PTW - Czech LQA - Game Tester (Remote)

PTW, Portugal (Remote)

Expedia Group - User Experience Designer III (Visual Design)

Expedia Group, India (On-Site)

Get notifed when new similar jobs are uploaded

Jobs in Singapore

Get notifed when new similar jobs are uploaded

Data Analyst Jobs

EXUSIA - Informatica - Sr. Data Engineer

EXUSIA, India (Remote)

Bally's Interactive - Lead Data Analyst

Bally's Interactive, (Hybrid)

The Lubrizol Corporation - Data Scientist / Statistician

The Lubrizol Corporation, India (On-Site)

Cision - Manager - Business Data

Cision, India (Remote)

Meta - Data Engineer, Product Analytics

Meta, United States (On-Site)

Get notifed when new similar jobs are uploaded