Data Production Manager

7 days ago

Singapore BYTEDANCE PTE. LTD. Full time

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:
1. At least 5 years of experience in journalism, teaching, writing, text editing is highly valued. Experience as annotators for leading AI/LLM companies is strongly preferred.

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.

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.

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