トレンド企業

TikTok
TikTok

Leading short-form video platform

Model Data Product Operations Specialist

職種データサイエンス
経験ミドル級
勤務地Jakarta, Indonesia
勤務オンサイト
雇用正社員
掲載3ヶ月前
応募する

福利厚生

健康保険

必須スキル

Tableau

SQL

Excel

About the Team

The Search-Model Data team at Tik Tok provides labeling services covering over 20 countries/regions and 18 languages. The team provides data labeling for training and testing of search models for various business segments, such as search ranking (user experience improvement), search recommendation, search ads, and search security (non-bottom line), helping to improve search results and optimise search ranking through efficient and accurate data labeling and professional analysis.

Responsibilities

  • Perform as the product operations role; Manage the operation of labeling projects that deliver training/testing data for machine learning models, with the ultimate goal of optimising users' search results.
  • Work as the project owner, undertake various tasks during the project lifecycle, including but not limited to request undertake, project plan design, design quality and performance standards and assessing risks to proactively minimise the risk to ensure the project targets can be achieved.
  • Work closely with the global data service team on the project implementation, resource management, quality assurance and any optimisation initiatives.
  • Conduct ROI analysis and regular review based on the model performance of machine learning models, as well as driving optimisations on quality improvement, efficiency improvement and cost saving to achieve a higher project ROI.
  • Foresee possible risks, prepare necessary risk management procedures and react to unexpected issues in a timely manner.

Minimum Qualifications

  • Bachelor's degree or above is required.
  • Minimum of 2 years of work experience in Product operation, Project Management.
  • Fluent in English is required as the role requires communication with English markets & stakeholders.
  • General knowledge about Search Engineering/Search engines/Search related strategies.

Preferred Qualifications

  • Quality management experience. Experience collaborating with labelling vendors is preferred.
  • Solid understanding of quality, efficiency, and cost management principles.
  • Problem-solving skills and the ability to think critically.
  • Solid communication and presentation skills and work effectively with cross-functional teams and stakeholders.
  • Analytical skills with a proven ability to utilise data for decision-making and driving improvements.
  • Thorough understanding of search engines and familiarity with Tik Tok or similar social media platforms.
  • Ability to work in a high tempo environment, adapt, respond to day-to-day challenges of the role.

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TikTokについて

TikTok

TikTok

Late Stage

While TikTok remains accessible to civilians in most countries and regions, a minority — including India, Iran, China, and Afghanistan — have imposed nationwide bans. In the United States, legislation providing for a full ban was enacted but not implemented because of a restructure of U.S.

10,001+

従業員数

Los Angeles

本社所在地

$220B

企業価値

レビュー

10件のレビュー

3.8

10件のレビュー

ワークライフバランス

2.8

報酬

4.0

企業文化

4.2

キャリア

3.5

経営陣

2.5

72%

知人への推奨率

良い点

Great team dynamics and support

Innovative and creative culture

Good learning opportunities

改善点

Poor work-life balance and long hours

High stress and overwhelming workload

Management and leadership issues

給与レンジ

58件のデータ

Junior/L3

Mid/L4

Senior/L5

Junior/L3 · ANTI-FRAUD DATA ANALYST - USDS

1件のレポート

$143,750

年収総額

基本給

$125,000

ストック

-

ボーナス

-

$143,750

$143,750

面接レビュー

レビュー2件

難易度

4.0

/ 5

期間

21-35週間

体験

ポジティブ 0%

普通 0%

ネガティブ 100%

面接プロセス

1

Application Review

2

Recruiter Screen

3

Online Assessment

4

Behavioral Interview

5

Final Round

6

Offer

よくある質問

Coding/Algorithm

Behavioral/STAR

Technical Knowledge

Culture Fit