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Staff Machine Learning Engineer II, Content Evaluation

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Etsy

Sep 20

  • Job
    Full-time
    Senior Level
  • Data
    Software Engineering
  • Dublin

AI generated summary

  • You must have expertise in statistical techniques, ML fields, experience in deploying systems, strong coding skills, and knowledge of Python/SQL, deep learning frameworks, and cloud platforms.
  • You will prototype and optimize ML models, design experiments, coach junior team members, collaborate across teams, and drive improvements in ML and MLOps for marketplace quality and safety.

Requirements

  • You have a track record of applying statistical techniques in addressing real-world problems.
  • You are an expert in one of the following fields: text classification, LLMs, image classification, visual text search, optimization, forecasting, reinforcement learning, human-in-the-loop.
  • You habitually communicate your work to stakeholders, and participate in company / industry forums.
  • You are an experienced tech leader, you have experience training, deploying, monitoring, debugging and iterating on production machine learning systems.
  • You can successfully create requirements and lead your team from design through to delivery.
  • You write understandable, testable code and you have an eye towards maintainability.
  • You care about the implications of your work on end users.
  • You value working with people who are curious, enthusiastic, generous, and responsible.
  • You have experience with coding languages such as Python/SQL, deep learning frameworks such as pytorch and/or Tensorflow, workflow management tools such as Airflow, and cloud platforms such as GCP/Azure/AWS.

Responsibilities

  • Prototype, optimize, and productionize large-scale ML models to improve the quality of our evaluations and drive core business metrics for Trust & Safety at Etsy
  • Design and implement experiments (Hypothesis testing, A/B testing etc.) to measure marketplace effects
  • Coach and train junior team members
  • Work closely with product managers, ML engineers, full-stack engineers, and designers to measure and improve the quality of our marketplace via real time detection of non-compliant inventory and spammy conversations
  • Collaborate with Product, Design, Research, Analytics, and others to craft plans that translate our business goals in technology solutions
  • Be a technology leader to drive improvements in the Etsy ML and MLOps environment
  • 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

FAQs

What is the primary focus of the Staff Machine Learning Engineer II position at Etsy?

The primary focus is to develop systems that help detect policy violations in user-generated content to ensure Etsy remains a trusted and safe marketplace.

What type of projects will the Staff Machine Learning Engineer be involved in?

The role involves developing multiple complex projects related to machine learning, optimizing and productionizing large-scale ML models, and designing experiments to measure marketplace effects.

What are the essential qualifications needed for this role?

Candidates should have expertise in fields such as text classification, LLMs, image classification, optimization, or human-in-the-loop approaches, as well as experience in deploying and maintaining machine learning systems.

Is there an expectation for team collaboration in this role?

Yes, the role involves working closely with product managers, other engineers, designers, and cross-functional stakeholders to enhance the quality of the marketplace.

Will the Staff Machine Learning Engineer be involved in mentoring?

Yes, the role includes coaching and training junior team members.

What coding languages and tools should candidates be familiar with?

Candidates should be experienced with Python/SQL, deep learning frameworks like PyTorch and TensorFlow, workflow management tools such as Airflow, and cloud platforms like GCP, Azure, or AWS.

What is the work location requirement for this position?

The role requires presence in Etsy’s Dublin office once or twice a week, depending on proximity to the office.

What does Etsy value in terms of workplace culture?

Etsy values a diverse, equitable, and inclusive workplace and encourages individuals from all backgrounds to apply.

Is there an opportunity for compensation beyond salary in this role?

Yes, the position includes an equity package, an annual performance bonus, and competitive benefits.

How should interested candidates apply for this role?

Candidates should share their resume with Etsy and may include a cover letter, expressing their individuality and what they bring to the team.

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Etsy

Keep Commerce Human

Technology
Industry
1001-5000
Employees
2005
Founded Year

Mission & Purpose

Etsy is an online marketplace that connects millions of buyers and sellers around the world, specializing in unique, handmade, vintage items, and craft supplies. The platform empowers small business owners and individual creators to showcase and sell their products to a global audience. Etsy’s mission is to keep commerce human by building a more fulfilling and lasting world through creative entrepreneurship. Its purpose is to foster a community where people can discover and be inspired by creativity while supporting independent businesses.