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Groupon Tech and Product Team
R25036

Staff Machine Learning Engineer

Description

Groupon is an experiences marketplace that brings people more ways to get the most out of their city or wherever they may be. By enabling real-time mobile commerce across local businesses, live events and travel destinations, Groupon helps people find and discover experiences––big and small, new and familiar––that make for a full, fun and rewarding life. Groupon helps local businesses grow and strengthen customer relationships––resulting in strong, vibrant communities. Even with thousands of employees spread across multiple continents, we still maintain a culture that inspires innovation, rewards risk-taking and celebrates success.

Are you a passionate, energetic and technology enthusiast eager to work at a rapid pace with the flexibility to work across our suite of technologies? Are you a problem solver; someone who enjoys debugging code, resolving issues, and creating solutions for common problems? Do you get a little obsessed with the details?

We are currently looking for a Staff Machine Learning Engineer to lead at-scale high-performance ML Algorithms design and engineering in our Data Science organization. The ideal candidate will have a background in Computer Science, Applied Mathematics, Statistics, Operations Research or Engineering and is able to advise best practices of ML model development, deployment and lifecycle. Candidates are expected to have expertise in high-performance distributed systems, online/offline search and ranking, real-time computation and ML algorithms, cloud services such as AWS/GCP, and the ability to work with cross functional leadership teams within Groupon science and engineering organizations.

We're a "best of both worlds" kind of company. We're big enough to have resources and scale, but small enough that a single person has a surprising amount of autonomy and can make a meaningful impact. We're curious, fun, a little intense, and kind of obsessed with helping local businesses thrive. Does that sound like a compelling place to work?

You’ll spend time on the following:

  • Advise, build and develop at-scale high-performing ML solutions that enhance Groupon’s strategies for optimizing engagement with customers and local businesses (merchants).

  • Show end-to-end ownership and leadership on complex ML projects from ideation to production. 

  • Designing a world-class system architecture; helping Groupon engineering and science teams to migrate existing on-perm systems to Infrastructure as a Service (IaaS) or Platform as a Service (PaaS) environment using AWS/GCP cloud technologies.

  • Working closely with product and engineering leadership teams; forming and establishing an ML based culture to improve Groupon business leveraging all aspects of AI/ML.

  • Interpreting and communicating insights and findings from analyses and experiments to product and business stakeholders.

  • Working with the broader science, product and engineering organizations to identify solutions and best practices that impact Groupon’s e-commerce business.
     

We’re excited about you if you have:

  • MS degree (PhD preferred) in Computer Science, Engineering, Applied Mathematics, Statistics, Operations Research, or related quantitative field.

  • 8+ years of work experience as an ML Engineer, Tech Lead, Data Scientist, Software Developer or a related role .

  • Proven ability to architect at-scale ML solutions to complex problems with a large customer base.

  • Experience in applying batch and online learning algorithms, search, ranking and core algorithm design.

  • Experience with widely-used (un)supervised, deep neural nets and machine learning algorithms.

  • Experience in NoSQL, Hadoop, ML packages (e.g, TensorFlow, CUDA, Pandas, Numpy).

  • Experience with AWS technologies and tools (e.g. S3, Redshift, SageMaker, Athena, Glue)

  • Ability to consolidate data from different sources, perform outlier detection, and conduct feature engineering tasks.

  • Proven experience with Spark, PySpark, or Scala is a plus.
     

We value individuals who are:

  • Customer-focused: We believe that doing what’s right for the customer is ultimately what will drive our business forward.

  • Obsessed with quality: Your production code just works & scales linearly

  • Team players. You believe that more can be achieved together. You listen to feedback and also provide supportive feedback to help others grow/improve.

  • Fast learners: We are willing to disrupt our existing business to trial new products and solutions. You love learning how to use new technologies and then rapidly apply them to new problems.

  • Pragmatic: We do things quickly to learn what our customers desire. You know when it’s appropriate to take shortcuts that don’t sacrifice quality or maintainability.

  • Owners: Engineers at Groupon know how to positively impact the business.


Groupon’s purpose is to build strong communities through thriving small businesses. To learn more about the world’s largest local ecommerce marketplace, click here for the latest Groupon news. Plus, be sure to check out the values that shape our culture, guide our strategy and make our company a great place to work. And just don’t take our word for it. Hear from real Groupon team members and learn more about our inclusive employee groups. If all of this sounds like something that’s a great fit for you, then click apply and let’s see where this takes us.

Groupon is an Equal Opportunity Employer

Qualifications for employment, promotion, and other terms and conditions of employment are based upon the ability to perform the job. Equal-employment opportunities are provided to all applicants and employees without regard to race, creed, religion, color, age, national origin, sex, disability, medical condition, sexual orientation, gender identity or expression, genetic information, ancestry, marital status, military discharge status (excluding dishonorable discharge), veteran status, citizenship status, or other legally protected status. We are all responsible for maintaining this policy. Groupon is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, you may email us at hraccommodations at groupon.com. If you have concerns related to Groupon’s equal employment opportunities, you may contact Groupon’s Ethics Reporting Service Ethicspoint.

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