Tinder
West Hollywood, CA

Senior Machine Learning Engineer, Trust & Safety at Tinder (Greater LA Area, CA)

| Greater LA Area
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Tinder connects people. With tens of millions of members and a presence in every country on earth, our reach is expansive — and rapidly growing. Your daily work here will cause millions of people to spark new and meaningful connections. Our small, dedicated engineering team has one of the highest ratios of members to engineers in the industry, which makes every member of the team critical to our success. You'll have a unique opportunity to join a company with a global footprint while working on a team that's small enough for you to feel the impact each day.

Tinder T&S team is responsible for systems, algorithms, and policies that keep Tinder and its members safe. It is a multi-disciplinary team of Engineers, ML Practitioners, and Policy Experts.

In This Role, You Will:

  • Own, improve, and set the road-map of existing media(video/images/audio) moderation systems. 
  • Identify new opportunities, and develop those opportunities into valuable focus areas within the machine learning team.
  • Build models, and algorithms to improve T&S at Tinder.
  • Work closely with engineering teams, product teams.
  • Deliver solutions in the existing tech stack.

What We're Looking For:

  • Shines when working, and communicating with other teams, and stakeholders. Thrives on driving consensus across varied viewpoints.
  • Have the ability to take complex high-level guidance, learn quickly, define actionable milestones across partner teams, and deliver.
  • Takes pride in polishing and supporting engineering systems, and products and enjoys delivering well-engineered systems as much as well-trained models.

Requirements:

  • BS/MS/Ph.D in Computer Science or related field.
  • 3+ years experience of building production ML systems in the computer vision domain.
  • Proficiency in Python.
  • Proficiency in Tensorflow, or PyTorch.
  • Experience with data processing frameworks like Spark.
  • Experience with K8s, Docker, GPUs, and Linux based systems.

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Where we are

Tinder has offices in Los Angeles, San Francisco, and Palo Alto.

Technology we use

  • Engineering
  • Product
  • Sales & Marketing
    • JavaLanguages
    • JavascriptLanguages
    • KotlinLanguages
    • PythonLanguages
    • ScalaLanguages
    • SwiftLanguages
    • BashLanguages
    • ReactLibraries
    • Node.jsFrameworks
    • SparkFrameworks
    • SpringFrameworks
    • TensorFlowFrameworks
    • DynamoDBDatabases
    • ElasticSearchDatabases
    • SQLAnalytics
    • PythonAnalytics
    • TableauAnalytics
    • PhotoshopDesign
    • SketchDesign
    • PrincipleDesign
    • ZeplinDesign
    • ConfluenceManagement
    • JIRAManagement
    • TrelloManagement
    • LeanplumCRM
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What are Tinder Perks + Benefits

Culture
Volunteer in local community
Partners with Nonprofits
Friends outside of work
Eat lunch together
Intracompany committees
Open door policy
Team owned deliverables
Group brainstorming sessions
Open office floor plan
Diversity
Documented equal pay policy
Dedicated Diversity/Inclusion Staff
Highly diverse management team
Unconscious bias training
Diversity manifesto
Mean gender pay gap below 10%
Diversity Employee Resource Groups
Hiring Practices that Promote Diversity
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Pre-tax savings spending account for health care (up to $2,650/year) and dependent care (up to $5,000/year) expenses
Disability Insurance
Dental Benefits
Dental preventive, restorative and orthodontia care for you and eligible dependents
Vision Benefits
Vision exam and corrective care for you and eligible dependents
Health Insurance Benefits
Health care preventive and illness coverage for you and your eligible dependents
Life Insurance
Basic Life Insurance, Basic Accidental Death & Dismemberment (AD&D) Insurance, Supplemental Life Insurance, Supplemental (AD&D) Life Insurance
Pet Insurance
Wellness Programs
Discounted ClassPass membership, complimentary OneMedical membership
Team workouts
At Tinder HQ, we offer regular workout classes on-site.
Mental Health Benefits
Partnerships with BetterHelp and free Headspace membership.
Retirement & Stock Options Benefits
401(K)
401(K) Matching
100% match up to 10%
Company Equity
Employee Stock Purchase Plan
Performance Bonus
Match charitable contributions
Up to $15,000 annually
Child Care & Parental Leave Benefits
Child Care Benefits
We provide an annual Care.com Premium Membership so you can get the helping hand you need.Use your membership to find nannies, sitters, senior caregivers, child care centers, special needs caregivers
Generous Parental Leave
To help working families and parents, regardless of gender, take an active role in their family lives and to truly bond with their child, we are increasing our parental leave to twenty (20) paid week
Flexible Work Schedule
Core hours of work are 10:00am-3:00pm PT
Remote Work Program
Family Medical Leave
(10) Wellness Days each calendar year that can be used to support your wellbeing. Bereavement Leave will be renamed to Compassionate Leave, and will now also include up to twenty (20) days of leave.
Adoption Assistance
Access to consultations at adoption agencies, an expert-authored resource library. We provide $10,000 for employees and their spouses/domestic partners to use towards fertility preservation treatment
Return-to-work program post parental leave
Vacation & Time Off Benefits
Unlimited Vacation Policy
Tinder's unlimited paid vacation policy allows employees to take time off work as they need, providing they comply with manager approval
Generous PTO
Paid Volunteer Time
Paid Holidays
Tinder offers employees paid time off to observe all major holidays
Paid Sick Days
Perks & Discounts
Beer on Tap
Beer & wine!
Casual Dress
Commuter Benefits
Tinder employees have access to a WageWorks Savings account allowing them to put money aside, pre-tax, up to IRS limits for commuter expenses
Company Outings
Tinder has company wide Holiday & Summer parties
Free Daily Meals
Tinder has catered lunch & dinner everyday as well as catered breakfast on Fridays
Game Room
Stocked Kitchen
Tinder has a fully stocked kitchen including unlimited snacks, coffee, tea and all of the flavored LaCroix you can handle
Some Meals Provided
Free lunch daily at our LA HQ
Happy Hours
Tinder hosts virtual New Hire Happy Hours as well as virtual and IRL celebrations for new releases & accomplishments
Parking
Tinder employees are assigned to one of 3 parking garages within a 1 block radius from the office
Relocation Assistance
Fitness Subsidies
ClassPass subsidy
Home Office Stipend for Remote Employees
Professional Development Benefits
Job Training & Conferences
Tuition Reimbursement
Diversity Program
Lunch and learns
Cross functional training encouraged
Promote from within
Mentorship program
Continuing Education stipend
$1,500 annually to each employee for education and books.
Online course subscriptions available
Customized development tracks
Paid industry certifications

Additional Perks + Benefits

We have a robust Learning + Development offering including our MentorMatch program, access to a library of 6,000+ online learning courses through Udemy, and an annual $3000 Learning & Development stipend.

An Insider's view of Tinder

How would you describe the company’s work-life balance?

Tinder fosters a healthy work-life balance. We offer no-meeting Wednesdays, flexible work arrangements and unlimited PTO which makes it easy to take time off. Our focus on work-life balance makes Tinder a great place for employees with children. We support parents going through the ups and downs of parenting by giving them the flexibility they need

Shefali Shah

Security Manager, GRC

How do you collaborate with other teams in the company?

The Data Engineering team builds infrastructure to empower better decision-making for all teams at Tinder. We support Backend and Client engineers as they send billions of events daily to our pipeline, collaborate with Data Science and Analytics to architect solutions for quantitative analysis, and partner with Marketing to build reporting tools.

Kate

Engineering Manager - Data

What is your vision for the company?

My vision for Tinder Engineering is a culture of collaboration, learning and experimentation, growth, and technical excellence. Our product exists to bring people together, and our company also brings people of different backgrounds and specialties together to have an amazing impact.

Tom

Chief Technology Officer

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