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Senior ML Engineer

3 months ago

Remote, United States Eventbrite Full time
The Challenge Eventbrite has built its business on empowering event creators with solutions to enable their success. In the process, we have touched millions of consumers, helping them get together, explore their interests, and pursue their passions through live experiences. Now, we’re embarking on a journey to make Eventbrite the go-to destination for consumers looking to discover live events.   To help us deliver on this ambitious vision, we are on the hunt for a talented Senior Software Engineer - ML who gets excited to understand our users, is passionate about Search, Relevance, and tackling those problems through the ML lens, and lives and breathes data to make decisions. Sounds like you? Let’s talk. The Team The Eventbrite Relevance team is tackling the challenge of establishing an effective, consistent, and relevant search discovery experience to our consumers. Our team is committed to building a discovery experience that will increasingly feel like it was made just for you. Our team is currently looking for a data obsessed, highly collaborative person that will help us build intelligent systems to best serve our customers. You will contribute to Eventbrite engineering’s culture of technical excellence through inclusivity, knowledge sharing, and mentorship. This is more than an opportunity to join an amazing team, it is a chance to impact Eventbrite’s platform and organization at scale.  The Role We aspire to be your go-to app to discover and engage with live experiences and the people connecting through them. How we surface and recommend live experiences to users is a critical component of delivering on our vision and the secret sauce for why people come back to Eventbrite over and over again. With the largest event inventory on the planet, and millions of consumers using the platform to discover things to do each month, our ability to connect the two is challenging and critical.    As a Sr. Software Engineer - ML you will be responsible for the relevance models (machine learning, search ranking, personalization, recommendations, etc), and the platforms/infrastructure they live on - ensuring the right content is surfaced to the right consumer across their discovery journey. You will collaborate with product, data science, and other engineers to formulate and implement solutions to various needs and requirements. The Skill Set
  • You have 6+ years of experience building software applications
  • You have strong experience in high-level languages such as Python, Kotlin
  • You have experience with ML at scale
  • You have experience working with Search Engines such as OpenSearch, ElasticSearch, Solr, etc
  • You have experience with one or more of Recommender Systems (Two Towers), Personalization, Search & Relevance (Learning To Rank), Embeddings, etc
  • You have experience developing solutions to machine learning & NLP problems involving some or all of the following parts of the pipeline: data extraction, developing and training machine learning models, integrating the model into production applications.
  • You have experience designing and developing APIs
  • You care about making sure your code is maintainable and well tested
  • You can influence architectural designs across the stack and languages
  • You are a pragmatic programmer that understands how to balance quality, time to ship, and cost
  • You are solution oriented constantly driving towards better outcomes for your customers
  • You are familiar with CICD tools and processes
  • You can improve engineering standards, tooling, and processes
  • You have a holistic approach to quality
Bonus Points
    • Experience with multi-stage ranking or federated search systems
    • Experience with Deep Learning Frameworks (TensorFlow, PyTorch, Keras)
    • Experience with Infrastructure As Code - We heavily leverage AWS technology to get the job done. On any given day you will be working with Lambdas, ECS and Fargate, API Gateway, Docker, Kinesis, and much more
ABOUT EVENTBRITE

At Eventbrite everyone is invited to be their whole self and we cultivate an environment to make sure that is feasible throughout the entirety of an individual's time at Eventbrite. We are committed to providing competitive, valuable and meaningful benefits and experiences for our employees to ensure we meet them where they are in life. 

Cultivating a diverse, equitable and inclusive culture where all people are invited and belong is our top priority. 

Employees can participate in resource groups and we offer global programming and training throughout the year to support a diverse and inclusive workplace.  Read more about our Diversity and Inclusion work for our team, culture, and community.

BENEFITS

We offer comprehensive benefits and a wellness package above and beyond standard medical benefits to support our Britelings’ lifestyle.

Eventbrite's global benefit programs are designed to meet you where you are by offering resources and support for your health, well-being, finances, and family. This includes support in a remote environment, wellness allowance, Carrot family planning benefit, Origin Financial Planning service, and other offerings to ease the mind and body like Modern Health and BriteBreaks (generally the first Friday of every month off).

EQUAL OPPORTUNITY

At Eventbrite, we are dedicated to fostering diversity, equity and inclusion. We welcome individuals from all backgrounds, abilities and experiences to apply, and we make employment decisions on the basis of merit. We are committed to equal employment opportunity regardless of race, color, ancestry, national origin, religion or religious creed, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender, gender identity, gender reassignment, gender expression, age, marital status, status as a protected veteran, physical or mental disability, medical condition, genetic information or characteristics, or any other legally protected characteristic.

If, due to a disability, you need an accommodation during any part of the interview process, please let your recruiter know.