DATA SCIENTIST II, Abusive Interactions - HEALTH
- Full-time
Company Description
Company description:
Twitter, Inc. (NYSE: TWTR) is the best and fastest place to see what’s happening and what people are talking about all around the world. Twitter is what’s happening and what people are talking about right now. For us, life's not about a job, it's about purpose. We believe real change starts with conversation. Here, your voice matters. Come as you are and together we'll do what's right (not what's easy) to serve the public conversation.
Company Highlights
Founded in 2006
Headquarters in San Francisco, CA
70% of users are international
7000+ employees globally
Job Description
Who We Are
The Health engineering team builds scalable detection systems that keep spam, manipulation, and abuse at bay. Abusive Interactions is a team within Health that ensures Twitter is a safe space for public conversation to enable users’ healthy participation. We use ML and heuristics to proactively detect abusive content that violate our terms of service. We also use ML and heuristics to manage incoming reports of abuse. Our team works across the product to detect abusive users and content, increase action on bad actors, drive changes in user behavior, and detect and remediate accounts that are violating the terms of service on Twitter.
What You’ll Do
We’re looking for someone who can help us engineer stateful, complex heuristics to proactively combat spam and abuse across multiple product surface areas, rapidly prototype new signals, and use your experience to size opportunities and advise product decisions. As a technical team member, you will work with other data scientists, engineers, product managers and UX designers across multiple orgs that are passionate about doing everything we can to improve overall platform health.
Qualifications
Who You Are
If this role sounds like a fit, you probably have:
At least 2 years of experience extracting patterns in text to build heuristics that can operate at scale.
A knack for developing, testing, and productionizing complex and stateful rules and heuristics.
Ability to deliver on short term solutions in collaboration with a multi-functional team to respond to critical issues and events around the globe that increase the prevalence of abuse on the platform.
Skills to apply advanced statistical techniques to model user behavior, identify causal impact and attribution, and define, build and benchmark-related metrics.
Strong SQL chops and/or Python skills. Exposure to Javascript or Scala is desired but not vital.
Familiarity with software engineering methodology, e.g. unit testing, code reviews, design documentation.
Experience using data visualization tools (e.g, Tableau, Zeppelin) to share ongoing insights.
A strong desire to improve the health of public conversation and discourse.
Strong communication skills to enable collaboration with product and policy teams.
Thoughtful perspectives, empathy, creativity, and a positive attitude to solve problems at scale.
Additional Information
Here’s all the legal good stuff:
We are committed to an inclusive and diverse Twitter. Twitter is an equal opportunity employer. We do not discriminate based on race, ethnicity, color, ancestry, national origin, religion, sex, sexual orientation, gender identity, age, disability, veteran, genetic information, marital status or any other legally protected status.
Exposure to sensitive or graphic content including but not limited to vulgar language, violent threats, pornography, and other graphic images
San Francisco applicants: Pursuant to the San Francisco Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records.
Notice (Colorado Equal Pay for Equal Work Act)
The expected salary range for this role to be performed in Colorado is USD$128,000.00 - USD$179,000.00. Starting pay for the successful applicant will depend on a variety of job-related factors, which may include education, training, experience, location, business needs, or market demands. This range may be modified in the future.
This job is also eligible for participation in Twitter’s Performance Bonus Plan and Equity Incentive Plan subject to the terms of the applicable plans and policies.
Twitter offers a wide range of benefits to U.S.-based employees, including medical, dental, and vision insurance, 401(k) program with employer match, generous time off for vacation, sick time, and parental leave. Twitter's benefits prioritize employee wellness and progressive support to our diverse workforce.