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Senior Machine Learning Engineer

Galway, Ireland

Senior Machine Learning Engineer

About Rent the Runway 

Founded in 2009, Rent the Runway is disrupting the trillion-dollar fashion industry and changing the way women get dressed through the Closet in the Cloud, the world’s first and largest shared designer closet. RTR’s mission has remained the same since its founding: powering women to feel their best every day. Through RTR, customers can subscribe, rent items a-la-carte and shop resale from hundreds of designer brands. The Closet in the Cloud offers a wide assortment of millions of items for every occasion, from evening wear and accessories to ready-to-wear, workwear, denim, casual, maternity, outerwear, blouses, knitwear, loungewear, jewellery, handbags, activewear, ski wear, home goods and kidswear. RTR has built a two-sided discovery engine, which connects deeply engaged customers and differentiated brand partners on a powerful platform built around its brand, data, logistics and technology. Under CEO and Co-Founder Jennifer Hyman’s leadership, RTR has been named to CNBC’s “Disruptor 50” five times in ten years, and has been placed on Fast Company’s Most Innovative Companies list four times, while Hyman herself has been named to the “TIME 100: Most Influential People in the World" and as one of People Magazine’s “Women Changing the World.”

Galway Office 

Rent The Runway established its European Technology Hub in Galway in April 2019.  Based in the historic Claddagh area of the city, the growing team in Galway tackles core technology challenges and influences the next generation of services critical to Rent The Runway’s success and continued growth. 

The Galway office is Rent the Runway's first international office outside the US, enabling the company to significantly expand its software engineering, product development, machine learning engineering, and data science footprint. Rent The Runway’s Galway-based employees have the opportunity to grow their careers across several roles and career paths in Technology.

Our engineering team is smart, pragmatic, and entrepreneurial. We practice continuous integration & test-driven development, engage in constant peer code reviews & pair programming, and work hard to give back to the software community through open-source contributions.

About the Role:

Machine Learning Engineers at Rent the Runway create data products that have tangible effects on our customer experience and internal operations. You will be responsible for managing projects from start to finish. This includes identifying the problems to address, transforming data from our extensive ecosystem into actionable insights, and ultimately developing and integrating algorithms into our network of services. You will collaborate closely with our product and software engineering teams throughout this process.

You will have the opportunity to impact all parts of our business: determining what inventory assortment to buy, optimizing the lifespan of that inventory, establishing the right network of warehouses and transportation methods to best serve our customers, personalizing the user experience, optimizing user acquisition & retention, investigating how we can improve customer service by serving the right information at the right time, optimally pricing clothing rentals and sales, forecasting demand and more. 

What You’ll Do:

  • Design, build, and maintain robust and scalable MLOps pipelines using Google Cloud Platform solutions such as Vertex AI, BigQuery and DataFlow.
  • Collaborate with business stakeholders, engineering, and Data Scientists to deliver ML capabilities that delight customers and internal users.
  • Implement and automate CI/CD processes for model training, evaluation, and deployment in production environments.
  • Develop and maintain monitoring and alerting systems to track model performance, system health, and business KPIs.
  • Contribute to developing best practices for MLOps within the team and across the organisation.
  • Stay up-to-date with the latest advancements in machine learning, MLOps, and cloud technologies, and share your knowledge with the team.

About You:

  • 5+ years experience in an ML and/or MLOps-related role, with a strong focus on building, deploying, and maintaining robust machine learning capabilities in production environments. 
  • Experience with at least one cloud platform, such as Google Cloud Platform or AWS.
  • Proficiency in programming with Python or any other primary language such as 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 working with at least one ML framework such as Tensorflow or PyTorch.
  • Proficiency in data analysis using SQL and Pandas or any related data analytics library.
  • Experience in building CI/CD pipelines for deploying machine learning models.
  • Experience with Terraform or similar infrastructure-as-code tools is a plus.
  • Good understanding of building monitoring and alerting systems.
  • Excellent problem-solving and communication skills.
  • Passion for building and scaling machine learning solutions that drive business impact.

Bonus Points:

  • Experience with retail or eCommerce platforms.
  • Experience in building recommendation systems for end-user personalisation capabilities.

Benefits:

At Rent the Runway, we’re committed to the happiness and well-being of our employees and aim to create a workplace that fosters both personal and professional growth. Our inclusive benefits include, but are not limited to:

  • Generous Paid Time Off including annual leave, paid bereavement, and family sick leave - every employee needs time to take care of themselves and their family.
  • Universal Paid Parental Leave for both parents + flexible return to work program  - because we know your newest family member(s) deserve your undivided attention.
  • Paid Sabbatical after 5 years of continuous service - unplug, recharge, and have fun.
  • Competitive Stakeholder Pension - taking care of your future. 
  • Comprehensive health, dental care, and dependents care from day 1 of employment - Your health comes first, and we’ve got you covered. 
  • Company-wide events and outings - our team spirit is no joke - we know how to have fun!
  • Hybrid Work -This hybrid role requires 2-3 days per week in our Galway, Ireland office with the option to work 2 days remotely.

Rent the Runway is an equal-opportunity employer. In accordance with applicable law, we prohibit discrimination against any applicant or employee on any legally-recognised basis, including, but not limited to: gender, marital status, family status, age disability, sexual orientation, race, religion, and membership of the Traveller community.

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By submitting your application below, you agree that you have read and acknowledge Rent the Runway's Candidate Privacy Policy, found here. 

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WHEN YOU APPLY TO A JOB ON THIS SITE, THE PERSONAL DATA CONTAINED IN YOUR APPLICATION WILL BE COLLECTED BY RENT THE RUNWAY (“CONTROLLER”), WHICH CAN BE CONTACTED BY EMAILING RECRUITING@RENTTHERUNWAY.COM.  YOUR PERSONAL DATA WILL BE PROCESSED FOR THE PURPOSES OF MANAGING CONTROLLER’S RECRUITMENT RELATED ACTIVITIES, WHICH INCLUDE SETTING UP AND CONDUCTING INTERVIEWS AND TESTS FOR APPLICANTS, EVALUATING AND ASSESSING THE RESULTS THERETO, AND AS IS OTHERWISE NEEDED IN THE RECRUITMENT AND HIRING PROCESSES. SUCH PROCESSING IS LEGALLY PERMISSIBLE UNDER ART. 6(1)(F) OF REGULATION (EU) 2016/679 (GENERAL DATA PROTECTION REGULATION) AS NECESSARY FOR THE PURPOSES OF THE LEGITIMATE INTERESTS PURSUED BY THE CONTROLLER, WHICH ARE THE SOLICITATION, EVALUATION, AND SELECTION OF APPLICANTS FOR EMPLOYMENT. *

WHEN YOU APPLY TO A JOB ON THIS SITE, THE PERSONAL DATA CONTAINED IN YOUR APPLICATION WILL BE COLLECTED BY RENT THE RUNWAY (“CONTROLLER”), WHICH CAN BE CONTACTED BY EMAILING RECRUITING@RENTTHERUNWAY.COM. YOUR PERSONAL DATA WILL BE PROCESSED FOR THE PURPOSES OF MANAGING CONTROLLER’S RECRUITMENT RELATED ACTIVITIES, WHICH INCLUDE SETTING UP AND CONDUCTING INTERVIEWS AND TESTS FOR APPLICANTS, EVALUATING AND ASSESSING THE RESULTS THERETO, AND AS IS OTHERWISE NEEDED IN THE RECRUITMENT AND HIRING PROCESSES. SUCH PROCESSING IS LEGALLY PERMISSIBLE UNDER ART. 6(1)(F) OF REGULATION (EU) 2016/679 (GENERAL DATA PROTECTION REGULATION) AS NECESSARY FOR THE PURPOSES OF THE LEGITIMATE INTERESTS PURSUED BY THE CONTROLLER, WHICH ARE THE SOLICITATION, EVALUATION, AND SELECTION OF APPLICANTS FOR EMPLOYMENT. *

Rent the Runway Candidate Privacy Notice

As part of our candidate application and recruitment process, Rent the Runway processes certain personal data about you.

The purpose of this privacy notice (“ Notice ”) is to provide candidates (“ you ” or “ your ”) with information about how Rent the Runway collects, uses, stores and transfers your personal data.

Rent the Runway, Inc. and (if different) the Rent the Runway entity (listed in Schedule 1) with whom you are seeking to enter into an employment contract or to which you otherwise seek to provide services are data controllers of your personal data. (“ Rent the Runway ”, “ we ”, “ us ” or “ our ”)

1. Types of information we collect

In order to manage your application, we need to process certain personal data about you. “ Personal data ” is information which relates to you and which identifies you or is capable of identifying you as an individual, and may be provided to us by you or generated as a result of being recruited by or applying to work at Rent the Runway.

We collect and process your personal data including, but not limited to, the following:

  • Personal details and contact information : This includes information such as name, contact information (e.g. home address, telephone number and personal email address) and proof of identity.
  • Recruitment and application details, education and training information : This includes information contained in letters of application and CVs, previous employment background and references, technical skills, educational background, professional qualifications and registrations, training courses attended, language capabilities and other relevant skills, nationality and right to work.
  • Assessment details : If we ask you to attend for interview (either in person or by telephone or video), we may generate information about you such as assessments or interview notes.
  • Results of regulatory screening checks : If we make a conditional offer of employment, we will consider the results of these checks where permitted by local law.

2. How we use this information

We use the above information for the purpose of progressing applications and assessing the suitability of candidates for employment with Rent the Runway. Where you have given us permission, we also keep this information as part of our talent database so that we can contact you about current and future open positions at Rent the Runway.

By collecting and processing the above categories of personal data, Rent the Runway is pursuing its legitimate business interests in hiring suitable candidates and seeking assurances from previous employers and referees as to candidates’ work performance and reliability. It is also necessary in the legitimate interests of Rent the Runway to maintain a talented workforce and in your legitimate interests of ensuring that you are considered for future roles at Rent the Runway.

We also use the information to fulfil legal or regulatory requirements if necessary. For example, if we make a conditional offer of employment, we may be required to confirm the identity of our personnel and their right to work in a particular country under immigration and employment rules.

We may also be required to carry out pre-employment screening against global exclusion and sanction lists for the purposes of international and US export control regulations. To do this, we ask one of our service providers to search third party databases to ensure you are not on a sanction list.

When collecting your personal data is mandatory, this will be stated at the time of collection of the personal data. If you choose not to provide the mandatorily required personal data, this might affect your application.

3. How we share this information

Where necessary, and in accordance with the purposes set out in this Notice, your personal data will be shared internally with individuals involved in the hiring process and with other Rent the Runway group affiliates and/or third party service providers. These will include, for example, service providers who provide pre-employment screening services to us and other third party service providers who provide services on our behalf such as recruiters and our applicant tracking system provider.

When you use third-party apps, websites or other products integrated with our systems to apply for a role, they may collect information about you subject to their own terms and privacy policies.

4. How long will we retain your personal data?

Rent the Runway maintains appropriate technical and organisational measures to protect against accidental or unlawful destruction, loss, alteration, unauthorised disclosure of, or access to personal data. The information you provide will be held securely by us and/or our data processors whether the information is in electronic or physical format.

If you are successful, the information you provide during the application process will be retained by us as part of your employee file for the duration of your employment at Rent the Runway and for an extended period of time to comply with our legal obligations, to resolve disputes and to enforce our agreements.

If you are unsuccessful at any stage of the process, the information you have provided until that point will be retained for a period of 18 months so that we can comply with our legal obligations and resolve disputes. With your permission, your information will be retained for a further 2 years so that we can contact you about current and future open positions at Rent the Runway.

5. Data Transfers

Rent the Runway is a global business and we may disclose and transfer your personal data to persons or companies located outside the European Economic Area (“ EEA ”) for any of the purposes set out in this Notice. Some of these countries may not have the same levels of data protection or similar rules regulating government agency access to personal data as are present in the EEA. In these cases, we take steps to protect your personal data. Rent the Runway will typically transfer and disclose your information in compliance with the Standard Contractual Clauses approved by the European Commission. You can request a copy of the Standard Contractual Clauses by emailing Privacy@renttherunway.com.

6. How can you update your personal data and exercise your statutory rights?

Please make sure that your personal data is accurate and up to date, and please inform us of changes in a timely manner.

If you live in the EEA, with some limited exceptions, you may inquire about the personal data we maintain about you and exercise your rights to access, correct, export, and delete your personal data, including information contained in your employee file. In addition, when we process your personal data based on our legitimate interests (as set out above), you have a right to object to our processing of your personal data. If you would like to exercise any of these statutory rights, please contact Privacy@renttherunway.com . You may also have a right to lodge a complaint with your local data protection authority.

You also have a right to obtain a copy of your information in an easily accessible format. In certain circumstances, you may also request us to transfer this some of information to third parties.

You have the right to withdraw your consent to our processing of your information at any time. Please email us at Privacy@renttherunway.com should you wish to exercise this right.

7. Changes to this Notice

We may update this notice from time-to-time. We will take reasonable steps to notify you of any changes.

8. Contact us

If you have questions or suggestions about our personal data processing practices or if you would like to exercise your statutory rights, you can contact John-Paul Sukkar at jsukkar@renttherunway.com. 

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