Search Operation Quality Assurance - Model Data

2 Weeks ago • 1-2 Years • Quality Assurance

Job Summary

Job Description

The Search Operation Quality Assurance - Model Data role at ByteDance involves managing data labeling projects across multiple countries and languages. Responsibilities include policy localization, team training, quality inspection of labeled data, conducting calibration meetings to improve accuracy, and collaborating with stakeholders. The role requires working with sensitive content and demands strong analytical skills, attention to detail, and resilience. The successful candidate will ensure the quality of data used to train and test algorithms for various search business segments, ultimately optimizing the search engine and user experience.
Must have:
  • Fluent in Tagalog and English
  • Data quality inspection
  • Policy guideline localization
  • Team training and support
  • Calibration meeting conduction
  • Stakeholder collaboration
Good to have:
  • Overseas work/training experience
  • Search engine knowledge
  • Social media platform familiarity
  • Understanding of local culture
  • Labeling experience

Job Details

Responsibilities
About Trust & Safety Building a world where people can safely discover, create and connect. The Trust & Safety (T&S) team at ByteDance helps ensure that our global online community is safe and empowered to create and enjoy content across all of our applications. We have invested heavily in human and machine-based moderation to remove harmful content quickly and often before it reaches our general community. The Search Model Data Team is responsible for managing data labeling projects covering over 20 countries/regions and 18 languages. The data labeled will be provided to the R&D team, the R&D team will apply human labeled data to train and test algorithm models for various search business segments, helping to optimize the search engine, launch new features and improve user experience when using the search function on our platform. By thoroughly understanding the project background and model optimization direction as well as combining business experience and localized market characteristics, The Search Model Data Team is responsible for end-to-end project management throughout the entire project life cycle, including formulate project planning and labeling strategies/SOP, forecast resource and manpower, promote the implementation of labeling guidelines, and ensure the project delivery result. It is possible that this role will be exposed to harmful content as part of the core role/as part of project/ in response to escalation requests/by chance. This may occur in the form of images, video, and text related to every-day life, but it can also include (but is not limited to) bullying; hate speech; child safety; depictions of harm to self and others, and harm to animals. What will I be doing? 1. Be responsible for policy/guideline localization, cascading, clarification for labeling teams to ensure accurate understanding of the policy/guideline; 2. Support the training and go-live process of labeling team (i.e. policy/guideline explanation, test result correction and Q&A); 3. Quality inspection of labeled data on time and ensure the quality; 4. Conduct calibration meeting with the labelling team in the appeal process: analyze diff cases, offer solution and suggestion for the current problem to help the team improve the accuracy rate and alignment; 5. Work closely with POC and other stakeholders in order to provide feedback on data quality/SOP/policy/guideline. 6. Additional compatible and related responsibilities which are not necessarily listed above.
Qualifications
What should I bring with me? Minimum Qualifications: - Bachelor's degree or above or minimum 1 to 2 years of relevant working experience - Fluent Tagalog speaker with English as a working language - Strong ability to learn and understand. - Willing to work with sensitive issues that include child exploitation, a variety of religious and political views, violence, adult & sexual content - Your ability to work in a high tempo environment, adapt, respond to day-to-day challenges of the role. - Your resilience and commitment to self-care to manage the emotional demands of the role. - Other duties: Based on business requirements, you can be moved between projects. Preferred Qualifications: - Overseas working/training is a plus - Learn about search engines, familiar with social media platforms. - An in-depth understanding of local culture and familiarity with the Internet usage habits of local users. - Familiar with common office software, labeling experience is preferred. #LI-LN3
Job Information
About Us

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Lemon8, CapCut and Pico 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 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.

Trust & Safety at ByteDance

ByteDance recognises that keeping our platform safe for the ByteDance communities is no ordinary job which can be both rewarding and psychologically demanding and emotionally taxing for some. This is why we are sharing the potential hazards, risks and implications in this unique line of work from the start, so our candidates are well informed before joining.

We are committed to the wellbeing of all our employees and promise to provide comprehensive and evidence-based programs, to promote and support physical and mental wellbeing throughout each employee's journey with us. We believe that wellbeing is a relationship and that everyone has a part to play, so we work in collaboration and consultation with our employees and across our functions in order to ensure a truly person-centred, innovative and integrated approach.

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