Senior Machine Learning Engineer II

Senior Machine Learning Engineer II

This job is no longer open
At GOAT Group, the Engineering team is an integral part of our dynamic company. By joining the team, your skills will be front and center, working alongside other passionate individuals to solve problems and build software. From launching compelling new consumer experiences, tackling global logistics challenges to scaling infrastructure to facilitate our rapid growth – technology is essential to driving our vision forward. The work you do will change the way the world shops, while also empowering entrepreneurs, including individual sellers, brands and boutiques. The Machine Learning Engineering team supports almost every part of the business, including operations, fulfillment, recommendations, search, fraud detection, marketing, business development, and many more. The team uses ML together with GOAT's massive scale and data to maximize impact across the company. At GOAT, Machine Learning Engineers are expected to work full-stack and end-to-end, from communicating with stakeholders and coming up with project ideas all the way to deploying models to production. We work closely with the Machine Learning Platform team to develop the tools and systems necessary to enable this.

In this role you will:

    • Design, develop, and deploy cutting-edge ML solutions to maximize impact across every area of the business.
    • Immerse yourself in the day-to-day work of various stakeholders to identify new opportunities to apply ML, while also helping them prioritize strategic initiatives.
    • Take ownership of projects from scratch and work end-to-end to drive them from idea to delivered results.
    • Maintain existing ML models and services and continuously improve them.
    • Work closely with Machine Learning Platform team to help shape their overall roadmap and accelerate the impact of ML throughout the organization.
    • Evangelize ML throughout the organization, communicating results and methodology effectively within the team and to external stakeholders.

We are looking for:

    • 5+ years of industry experience in machine learning or data science (bonus points for e-commerce and/or marketplace experience).
    • A track record of working end-to-end and shipping both offline and online machine learning solutions to production.
    • Exceptional programming skills (Python and SQL especially) and knowledge of software engineering best practices and development principles in an ML context.
    • Some familiarity with AWS or another cloud platform.
    • Experience with relevant tools and technologies (PyTorch, Scikit-Learn, XGBoost, Deep Learning, NLP, Computer Vision, etc).
    • A self-starter who is ready to wear many hats, independently conceive and execute on large initiatives, and always brings a positive, collaborative attitude
This job is no longer open
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