Staff Machine Learning Engineer

Company Description
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 Inc. employee, whether a team member of Etsy, Reverb, or Depop, you will tackle unique, meaningful, and large-scale problems alongside passionate coworkers, all the while making a rewarding impact and Keeping Commerce Human.

Salary Range:

$210,000.00 - $246,000.00

What’s the role?

The individual in this role will lead the ML Enablement Models team to bring the latest innovative MLOps solutions to modeling teams (Search, Ads, Perso, T&S) and enable them to experiment and iterate faster.

This is a full-time position reporting to the Senior Engineering Manager.. In addition to salary, you will also be eligible for an equity package, an annual performance bonus, and our competitive benefits that support you and your family as part of your total rewards package at Etsy. 

 

For this role, we are considering candidates based in the United States. Candidates living within commutable distance of Etsy’s Brooklyn Office Hub or in the San Francisco Bay Area may be the first to be considered. For candidates within commutable distance, Etsy requires in-office attendance once or twice per week depending on your proximity to the office. Etsy offers different work modes to meet the variety of needs and preferences of our team. Learn more details about our  work modes and workplace safety policies here.

What does the day-to-day look like?

• Project lead, with a strong focus on execution

• Architect and software designer with a proven ability to drive initiative planning/strategy at macro (yearly/quarterly) and tactical (sprint-level milestones) scales.

• Strong technologist with excitement and proven ability to build internet scale, production grade code as well as POCs and investigative work.

• Thought leader and innovator, sets technical direction for the team and builds stakeholder alignment.

• Hands-on software developer experienced with on call and production support; 

• Excited to represent the Models team and ML Enablement organizations in planning, project coordination, technical thought leadership.

• Humble and supportive to mentor the team and raise the technical caliber.

• Comfortable proposing and taking calculated risks

• Execution focused and meticulous attention to detail

• Great interpersonal skills to build working relationships across multiple organizational levels

• Strong and empathetic communicator with ability to influence and motivate

• 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:

• Hands-on ML and Data Science background: hands-on modeling and training experience with PyTorch and Tensorflow, NumPy, scikit learn, CUDA (optional)

• Hands-on experience in end2end to ML development processes and MLOps, which includes knowledge with some theoretical foundations of NN implementation, inference, model fine-tuning/training, compute and memory architectures, experience with compute clusters and distributed systems in the cloud.

• Programming languages: Python, Java or Scala, C++ (optional)

• Frameworks: Tensorflow, PyTorch, Spark, Airflow, KFP; 

• Platform: Terraform, GCP and GCP VertexAI, AWS and AWS AI platform 

• Monitoring/Observability, experience with production support tools of internet scale systems.

• (must) Back-end enginee