Senior Data Scientist

| Greater LA Area
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Responsibilities

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy by offering a home for creative expression and an experience that is genuine, joyful, and positive. - Generate useful features from large amount of data - Apply supervised and unsupervised machine learning techniques, such as linear and logistic regression, decision trees, and k-means clustering - Develop segmentation models, classification models, propensity models, LTV models, experimental design, optimization models - Perform statistical analysis such as KPI deep dives, performance marketing efficiency, behavioral clustering, and user journey analytics - Curate audiences and inform engagement tactics to enable differentiated, relevant marketing touches across channels (social, email, in app, push) - Synthesize analytics and statistical approaches into easy-to-consume storylines, both visually and verbally, and provide indicated actions for executive audiences - Capture business requirements for data and analytic solutions and collaborate XFN to ensure business requirements align with business needs - Analyze creatives and surface insights that will help drive engagement and retention. - Support day-to-day collaboration with performance marketing to communicate insights and recommend data informed strategies

Qualifications

- BA/BS in statistics, mathematics, economics, industrial engineering or other quantitative discipline - 5-10 years of experience in data science - Experience building data science models (Regression, Decision Trees, K-Means, etc.) - Experience with large data sets and analytical tools, e.g. Hive, Spark) - Proficiency in scripting languages (SQL, Python, R, etc.) - Experience working with international partners in different time zones

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An Insider's view of TikTok

What’s the vibe like in the office?

In Los Angeles, our office building is always buzzing with activity and conversation. The office has a large communal space for meals and all team meetings. It is designed to inspire creativity and you can see this reflected throughout the building's design.

Lindsey

Employer Branding

How do you collaborate with other teams in the company?

I lead our college marketing efforts from our college ambassadors to campus events and partnerships. Just like other departments, I have the honor of collaborating with many teams across TikTok. I work with teams across the company to host events, run in-app campaigns, to promote through social media, and more. Teamwork makes the dream work!

Kayla

Brand Marketing Manager

How has your career grown since starting at the company?

My first role was in Business Development, where I helped media publishers get ramped up and familiar with TikTok. Since then I've been able to support our rebranding efforts, build processes to improve communication between our global teams and launch features used by millions of users.

Michael

Operations

What are TikTok Perks + Benefits

Culture
Volunteer in local community
Partners with Nonprofits
More on our global initiative, TikTok for Good, here: https://www.tiktok.com/forgood
Eat lunch together
Team owned deliverables
Open office floor plan
Diversity
Dedicated Diversity/Inclusion Staff
Unconscious bias training
Diversity manifesto
Someone's primary function is managing the company’s diversity and inclusion initiatives
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Disability Insurance
Dental Benefits
Vision Benefits
Health Insurance Benefits
Life Insurance
Onsite Gym
Retirement & Stock Options Benefits
401(K) Matching
Performance Bonus
Vacation & Time Off Benefits
Generous PTO
Paid Holidays
Paid Sick Days
Perks & Discounts
Casual Dress
Free Daily Meals
Stocked Kitchen
Parking
We offer employees Free on-site garage parking.
Pet Friendly
Acme Co.'s pet policy is dog friendly daily.
Fitness Subsidies
Professional Development Benefits
Lunch and learns
Online course subscriptions available
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