Machine Learning Engineer I, Inventory

Etsy
New York, NY, United States
3 days ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Expert
Compensation
$182,000 - $246,000
Working hours
Regular working hours
Job source

Tech stack

Clean Code Principles A/B Testing Databases Software Debugging Machine Learning Natural Language Processing SQL Databases Reinforcement Learning Scripting Large Language Models Deep Learning Etsy
+1 more
Machine Learning Operations

Job description

  • How can we help our sellers improve their listings, including titles, descriptions, and images?
  • How can we use reviews to quickly identify when product issues arise?
  • How can we enhance the onboarding process for new sellers regarding listing best practices?
  • How can we integrate this new understanding into delivering meaningful improvements to our product experience?

What does the day-to-day look like?

  • Lead the creation of engineering plans to address challenging problems by breaking down complex tasks into manageable components, and identifying/estimating milestones.
  • Mentor junior team members to help them produce high-quality code and machine learning solutions.
  • Collaborate with engineering teams to share ideas and discuss model capabilities with product managers.
  • Implement the latest advancements in machine learning to enhance buyer and seller experiences on Etsy.
  • Develop, optimize, and deploy large-scale machine learning models to achieve key outcomes.
  • Run A/B tests to evaluate the effectiveness of machine learning powered products.
  • Partner with product managers, ML engineers, full-stack engineers, and designers to deliver content to millions of users.
  • This is just a sample of the kinds of work this role will require! You should assume that your role will encompass other tasks, too, and that your job duties and responsibilities may change from time to time at Etsy’s discretion, or otherwise applicable with local law.
  • Of course, this is just a sample of the kinds of work this role will require! You should assume that your role will encompass other tasks, too, and that your job duties and responsibilities may change from time to time at Etsy’s discretion, or otherwise applicable with local law.

Qualities that will help you thrive in this role are:

  • You collaborate and communicate effectively with teammates and cross-functional partners.
  • You can develop project plans that span multiple teammates, squads, and systems and can lead their implementation.

Requirements

  • You have a proven track record of using machine learning techniques to solve real-world problems, including expertise in fields such as natural language processing, image processing, reinforcement learning, deep learning, multi-modal learning, or large language models.
  • You quickly learn new technologies and strategically integrate them into existing workflows, while also being proficient in databases, SQL, and scripting languages.
  • You have experience in training, deploying, monitoring, debugging, and iterating on production machine learning systems, demonstrating your ability to apply statistical techniques to real-world challenges.
  • You have successfully taken projects from design to delivery, both independently and as part of a team, and you produce clear, testable, and maintainable code.
  • You are mindful of the impact your work has on end users.

Benefits & conditions

In addition to salary, you’ll be eligible for an equity package, an annual performance bonus, and our competitive benefits that support you and your family. Base salary is determined by your location, skills, and experience.

About the company

Etsy is the global marketplace for unique and creative goods. We build, power, and evolve the tools and technologies that connect millions of entrepreneurs with millions of buyers around the world. As an Etsy employee, you will tackle unique, meaningful, and large-scale problems alongside passionate coworkers, all the while making a rewarding impact and Keeping Commerce Human.

We believe exceptional companies are built by exceptional teams, and we’re intentional about it. That means hiring great people, setting them up for success from day one, and giving them real reasons to grow their careers here. We invest in development that goes beyond promotions, and we foster the trust and relationships that help people do their best work together.

What’s the Role?

Etsy is hiring a Senior Machine Learning Engineer to join the Inventory team. Our team develops custom machine-learning models that can drive product vision and customer impact. We’re a cross-functional group of engineers, machine learning scientists, and product managers, and we interface with a diverse set of staff, ranging from data scientists, designers, product facing engineers, managers, and more! As an engineer on our team, you will play a major role in improving the shopping experience for millions of Etsy buyers and the selling experience for millions of etsy sellers. We are looking for individuals who are product and delivery-driven, and are passionate about using modern ML solutions to help sellers create Etsy’s high-quality and diverse inventory.

This is a fantastic opportunity for someone interested in building state-of-the-art ML systems for a two-sided marketplace with 90+ million buyers, 6+ million sellers, and hundreds of millions of unique, handmade, vintage listings.

This is a full time role reporting to the Engineering Manager.

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