Staff Machine Learning Engineer, GenAI

Key Skills

Aartificial intelligence, Apache Airflow, AWS, C++, Effective communication skills, Google Cloud Platform (GCP), Java Programming, Large Language Models - LLMs, Machine learning techniques, MLOps tools, Python Programming, PyTorch, Scala Programming, SPARK Programming, TensorFlow, Terraform

Job Description

We are looking for a Staff Software Engineer to join the GenAI Enablement squad to play a major role in driving the platform vision and strategy for the GenAI capabilities at Etsy.

As a Staff Software Engineer, you will be responsible for implementing the strategy to drive GenAI capabilities leveraging LLMs at Etsy. Different teams will use our innovative capabilities that in turn will help nearly 100M buyers and over 5M sellers navigate Etsy’s extensive marketplace and deliver many more outstanding customer experiences. Do you find joy in big picture thinking and playing long term while driving business critical metrics? If so, this could be the perfect match.

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?

• Develop sophisticated applications to take on challenging and ambitious tasks leveraging LLMs

• Create systems based on well-architected framework principles

• Help define and own the roadmap, working collaboratively and proactively with senior engineers, partner teams and team leadership. The initiatives include platforms and tools that enable customers to do state of the art machine learning leveraging LLMs at Etsy.

• Collaboratively design and develop reusable distributed components (services, libraries,sdks…) to train, fine tune and optimize LLM capabilities.

• Work with partner teams to act as a consultant on how to best use LLMs for their own use cases

• Collaborate across other engineering partner teams to continuously improve LLM development velocity and capabilities at Etsy

• 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:

• 8+ years of industry experience designing, building, and supporting Internet serving infrastructure, machine learning platforms, machine learning services and frameworks.

• Experience with LLMs, including fine-tuning, evaluation, and system architecture. LLMOps experience is a plus

• Strong track record of working with machine learning systems and/or platforms.

• 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 (plus), Monitoring/Observability, experience with production support tools of internet scale systems

• Experience with Docker or a similar container framework and container orchestration tools such as Kubernetes

Preferred Skills/experiences::

• Have worked well with data scientists, business analysts , Product Managers and machine learning infrastructure to connect the dots between business and technology partners

• A deep understanding of the machine learning process

• A growth mindset and commitment to learning

• Strong listening skills and an ability to be mindful and transparent in communication with others

• A trust in and commitment to Etsy’s vision, mission and values

• Familiar with GCP technology is a plus

Additional Information

What's Next

If you're interested in joining the team at Etsy, please share your resume with us and feel free to include a cover letter if you'd like. As we hope you've seen already, Etsy is a place that values individuality and variety. We don't want you to be like everyone else -- we want you to be like you! So tell us what you're all about.