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Urgent! Data Scientist, Risk Data Mining - USDS Job Opening In Seattle – Now Hiring TikTok

Data Scientist, Risk Data Mining USDS



Job description

The USDS-Platform and Community Integrity (PaCI) team is missioned to: - Protect .

TikTok users, including and beyond content consumers, creators, advertisers; - Secure platform health and community experience authenticity; - Build infrastructures, platforms and technologies, as well as to collaborate with many cross-functional teams and stakeholders.

The PaCI team works to minimize the damage of inauthentic behaviors on TikTok platforms, covering multiple classical and novel community and business risk areas such as account integrity, engagement authenticity, anti-spam, API abuse, growth fraud, live streaming security and financial safety, etc.

In this team, you'll have a unique opportunity to have first-hand exposure to the strategy of the company in key security initiatives, especially in building scalable and robust, intelligent and privacy-safe, secure, and product-friendly systems and solutions.

Our challenges are not some regular day-to-day technical puzzles -- You'll be part of a team that's developing novel solutions to first-seen challenges of a non-stop evolution of a phenomenal product eco-system.

The work needs to be fast, transferrable, while still down to the ground to make quick and solid differences.

In order to enhance collaboration and cross-functional partnerships, among other things, at this time, our organization follows a hybrid work schedule that requires employees to work in the office 3 days a week, or as directed by their manager/department.

We regularly review our hybrid work model, and the specific requirements may change at any time.

Responsibilities:
- Build rules, algorithms and machine learning models, to respond to and mitigate business risks in TikTok products/platforms.

Such risks include and are not limited to abusive accounts, fake engagements, spammy redirection, scraping, fraud, etc.
- Analyze business and security data, uncover evolving attack motion, identify weaknesses and opportunities in risk defense solutions, explore new space from the discoveries.
- Define risk control measurements.

Quantify, generalize and monitor risk related business and operational metrics.

Align risk teams and their stakeholders on risk control numeric goals, promote impact-oriented, data-driven data science practices for risks.



Minimum Qualifications
- Bachelor or degrees above in computer science, statistics, math, internet security or other relevant STEM majors (.

finance if applying for financial fraud roles).
- Solid data science skills.

Proficiency in statistical analytical tools, such as SQL, R and Python.
- Familarity with machine learning or social/content online platform analytics.

Bonus given to proficiency in modern machine learning applications.
- Ability to think critically, objectively, rationally.

Reason and communicate in result-oriented, data-driven manner.

High autonomy.


Required Skill Profession

Mathematical Science Occupations



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