Golang Job: Software Engineer II, Machine Learning Platform

Job added on

Company

Tinder
United States of America

Location

Remote Position
(From Everywhere/No Office Location)

Job type

Full-Time

Golang Job Details

Our Mission
As humans, there are few things more exciting than meeting someone new. At Tinder, we’re inspired by the challenge of keeping the magic of human connection alive. With tens of millions of users, hundreds of millions of downloads, 2+ billion swipes per day, 20+ million matches per day, and a presence in 190+ countries, our reach is expansive—and rapidly growing.

We work together to solve complex problems. Behind the simplicity of every match, we think deeply about human relationships, behavioral science, network economics, AI and ML, online and real-world safety, cultural nuances, loneliness, love, sex, and more.

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Our Values*
Member Safety: Our top priority is to build an authentic, equitable, and respectful community
Diversity: We strive to build a workplace that reflects the rich diversity of our members
Authenticity + Collaboration: We encourage authenticity to nurture a trustworthy, collaborative environment
Big Ideas: We champion and rally behind big ideas, empowering people to to think and act differently and to be unafraid of having a strong point of view
Innovation: We never stand still; we’re inspired to build for what’s next, and we must constantly innovate, experiment, and learn

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The Team*
The Engineering team is responsible for building innovative features and resilient systems that bring people together. We're always experimenting with new features to engage with our members. Although we are a high-scale tech company, the member-to-engineer ratio is very high—making the level of impact each engineer gets to have at Tinder enormous.

We are looking for a Software Engineer to help us define and build the next generation of ML platform at Tinder. Our mission is to enable every team at Tinder to iterate quickly on hypotheses and scale their experiments to data sets with hundreds of billions of data points. In this role, you will work closely with many of the ML teams at Tinder.

This role is for a platform engineering team. This team does not build ML models for specific applications. The team is focused on the platform that helps our customers do machine learning and data science at scale. Experience with ML or data platforms is helpful in understanding our customer use cases, but this team will not do any applied ML modeling.

In this role, you will:

  • Build highly scalable systems that can do the heavy lifting of feature processing
  • Build online model serving systems
  • Build ranking backend systems
  • Lead architectural and design discussions, ensuring our platform is performant, fault-tolerant, and maintainable
  • Collaborate with cross-functional agile teams of software engineers, data engineers, ML experts, and others in building new product features
  • Gain a working knowledge of various models used by our stakeholders on both structured and unstructured content (text, video, images, behavioral data, etc)

You’ll need:

  • Development experience with some programming languages such as Golang/Java/Python
  • To have previously built APIs and libraries for Golang, Java or Python
  • To care about agile software processes, data-driven development, reliability, and responsible experimentation
  • To preferably have experience with big data processing and storage frameworks like Kafka, Flink
  • To understand basic concepts of ML such as regression, classification, clustering, training, testing, validation, measurement
  • To be a skilled communicator, and a team player and have a proven record of leading work across discipline

Nice to have:

  • Experience with big data processing and storage frameworks like Kafka, Flink or Spark
  • Industry experience with ML systems using frameworks such as Scikit-learn and Tensorflow

As a full-time employee, you’ll enjoy:

  • Unlimited PTO (with no waiting period), 10 annual Wellness Days
  • Time off to volunteer and charitable donations matched up to $15,000 annually
  • Comprehensive health, vision, and dental coverage
  • 100% 401(k) employer match up to 10%, Employee Stock Purchase Plan (ESPP)
  • 100% paid parental leave (including for non-birthing parents) and family forming benefits
  • Investment in your development: mentorship through our MentorMatch program, access to 6,000+ online courses through Udemy, and an annual $3,000 stipend for your professional development
  • Investment in your wellness: access to mental health support via Modern Health, paid concierge medical membership, pet insurance, fitness membership subsidy, and commuter subsidy
  • $500 work-from-home stipend to set you up for remote work
  • Free subscription to Tinder Gold

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Commitment to Inclusion*

At Tinder, we don’t just accept difference, we celebrate it. We strive to build a workplace that reflects the rich diversity of our members around the world, and we value unique perspectives and backgrounds. Even if you don’t meet all the listed qualifications, we invite you to apply and show us how your skills could transfer. Tinder is proud to be an equal opportunity workplace where we welcome people of all sexes, gender identities, races, ethnicities, disabilities, and other lived experiences. Learn more here: https://www.lifeattinder.com/dei

Job Type: Full-time