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Senior Machine Learning Engineer at Rent the Runway

Senior Machine Learning Engineer at Rent the Runway in Galway, Ireland.
Remote
Hybrid
On-Site
Ireland
Undisclosed salary
Rent the Runway is seeking a Senior Machine Learning Engineer to join their team in Galway, Ireland. This role involves creating data products that impact customer experience and internal operations. The engineer will manage projects from start to finish, including identifying problems, transforming data, and integrating algorithms. They will collaborate with product and software engineering teams and have the opportunity to impact various parts of the business.

What this role involves:
  • Designing, building, and maintaining MLOps pipelines using Google Cloud Platform solutions.
  • Collaborating with business stakeholders, engineering, and Data Scientists.
  • Implementing and automating CI/CD processes for model training, evaluation, and deployment.
  • Developing and maintaining monitoring and alerting systems.
  • Contributing to developing best practices for MLOps within the team.
  • Staying up-to-date with advancements in machine learning and cloud technologies.

Requirements:
  • 5+ years of experience in an ML and/or MLOps-related role.
  • Experience with at least one cloud platform, such as Google Cloud Platform or AWS.
  • Proficiency in Python or Java.
  • Experience with an enterprise data warehouse such as Snowflake or BigQuery.
  • Deep understanding of machine learning concepts and algorithms such as Neural Networks.
  • Experience with at least one ML framework such as Tensorflow or PyTorch.
  • Proficiency in data analysis using SQL and Pandas.
  • Experience in building CI/CD pipelines for deploying machine learning models.
  • Good understanding of building monitoring and alerting systems.
  • Excellent problem-solving and communication skills.

Rent the Runway offers:
  • Generous Paid Time Off.
  • Universal Paid Parental Leave.
  • Paid Sabbatical after 5 years of service.
  • Competitive Stakeholder Pension.
  • Comprehensive health and dental care.
  • Company-wide events and outings.
  • Hybrid Work (2-3 days in office)
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Rent the Runway

Rent the Runway (RTR) is revolutionizing fashion through its "Closet in the Cloud" concept. Established in 2009, it offers a sustainable and accessible way for women to access designer apparel and accessories. RTR operates via customizable subscriptions, one-time rentals, and direct ownership options. The company utilizes proprietary technology and a unique reverse logistics system to manage its extensive collection from numerous brand partners. RTR provides infinite points of access to its shared closet, disrupting the traditional fashion industry.