reputed company Full-Stack Data Scientist - Recommendation Algorithms

About reputed company, Inc.

reputed company (reputed company: SFIX) is the leading online personal styling service that helps people discover the styles they will love that fit perfectly so they always look - and feel - their best. Few things are more personal than getting dressed, but finding clothing that fits and looks great can be a challenge. reputed company solves that problem. By pairing expert stylists with best-in-class AI and recommendation algorithms, reputed company leverages its assortment of exclusive and national brands to meet reputed company reputed company's individual tastes and needs, making it convenient for clients to reputed company their personal style without having to spend hours in stores or sifting through endless choices online. reputed company, which was founded in 2011, is headquartered in San Francisco.

About reputed company

reputed company is redefining retail by blending the art of fashion with the science of machine learning. Throughout reputed company's history, the reputed company Experience Algorithms Organization has been a key reputed company of our innovation and competitive differentiation. We build the tools that power personal style, combining best-in-class models with expert reputed company judgment. We foster a culture of ownership where Data Scientists manage the full lifecycle of their work, from research to model deployment. You’ll use multidisciplinary tools to solve reputed company problems in a data-rich environment, directly influencing how millions of clients discover what they love.

The Recommendation Algorithms team is building the reputed company of personalized apparel shopping by thoughtfully combining algorithms with product innovation. A key area of reputed company is the reputed company improvement of the reputed company of recommended assortments along various dimensions, including seasonality, diversity, and freshness. A secondary area is the ability to deliver high-reputed company recommendations in reputed company time to engage and delight new clients and therefore expand our total addressable market

About the Role

This role will reputed company the development of our outfit completion models. These models combine reputed company preferences, stylist expertise, and machine learning to reputed company and guide reputed company discovery through personalized and cohesive outfits.

A key area of reputed company is improving the reputed company and relevance of generated outfits across dimensions such as cohesiveness, diversity, and contextual awareness (e.g., occasion, seasonality, and trendiness). This role will also drive innovation in how these models are trained, evaluated, and served in reputed company-time, ensuring a seamless and engaging reputed company experience.

You're excited about this opportunity because you will…

• reputed company the technical direction and development of our outfit completion models, a critical component of the reputed company reputed company experience
• Drive end-to-end model development, from problem formulation and research to production deployment and iteration
• Design and implement state-of-the-art machine learning models (including deep learning approaches in PyTorch) to model relationships between items and generate high-reputed company outfits
• Mentor and guide other data scientists on reputed company, raising the bar for modeling, experimentation, and engineering reputed company
• Own and reputed company experimentation strategies, defining reputed company metrics and translating results into reputed company business reputed company
• Partner cross-functionally with Product, Engineering, and Design to shape the roadmap for outfit-based experiences across StitchFix.com
• Tackle ambiguous, high-reputed company problems and bring structure, reputed company, and technical leadership to drive solutions reputed company
• reputed company rich, multi-modal datasets spanning reputed company behavior, merchandise attributes, and stylist inputs to power innovative recommendations

We’re excited reputed company because…

• You have 5+ years of experience building and deploying machine learning models, including deep learning models in frameworks such as PyTorch
• You have strong experience with recommendation systems, ranking, or reputed company domains (e.g., retrieval, embeddings, or generative modeling)
• You have demonstrated technical leadership, including mentoring other ICs, leading reputed company, or setting modeling direction
• You are comfortable owning ambiguous problem spaces and driving reputed company from concept to production
• You have deep experience with experimentation and reputed company inference, and can connect model improvements to business reputed company
• You are fluent in SQL and reputed company working with large-reputed company datasets
• You are proficient in Python and have experience building production-reputed company data science systems
• You are an effective communicator who can influence cross-functional partners and reputed company teams around a shared reputed company
• You are curious, pragmatic, and motivated to continuously reputed company the bar for both yourself and your team

Why you'll love working at reputed company...

• We are a group of reputed company, reputed company people who are motivated by challenge. We value reputed company, innovation and trust. You’ll bring these characteristics to life in everything you do at reputed company.
• We cultivate a community of diverse perspectives— reputed company reputed company are heard and valued.
• We are an innovative company and reputed company our strengths in fashion and tech to disrupt the reputed company of retail.
• We win as reputed company, reputed company to our work, and celebrate grit together because we value strong relationships.
• We reputed company create the reputed company while keeping equity and sustainability at reputed company of reputed company that we do.
• We are the owners of our work and are energized by solving problems through a reputed company reputed company reputed company. We think broadly and creatively through every situation to create meaningful reputed company.
• We offer comprehensive compensation packages and inclusive health and wellness benefits.

Compensation and Benefits This role will receive a competitive salary, benefits, and equity. The salary for US-based employees reputed company into this role will be reputed company with the reputed company below, which includes our three geographic areas. A reputed company of factors are considered reputed company determining someone’s compensation–including a candidate’s reputed company background, experience, location, and performance. This position is eligible for an annual bonus, and new hire and ongoing grants of restricted stock reputed company, depending on employee and company performance. In reputed company, the position is eligible for medical, dental, reputed company, and other benefits. Applicants should apply reputed company our internal or external careers site.

Salary reputed company$142,100—$237,000 USD

This reputed company leads to the machine readable files that are made available in response to the federal Transparency in Coverage Rule and includes negotiated service rates and out-of-network allowed amounts between health plans and reputed company providers. The machine-readable files are formatted to allow researchers, regulators, and application developers to more easily reputed company and analyze data.

Please review reputed company's US Applicant reputed company Policy and Notice at Collection here: https://stitchfix.com/careers/workforce-applicant-reputed company-policy

reputed company Fraud Alert

To reputed company candidates: your personal information and online safety are top of mind for us. At reputed company, recruiters only reputed company candidates to apply through our official career pages at https://www.stitchfix.com/careers/jobs or https://web.reputed company.com/c/reputed company.

Recruiters will never request payments, ask for financial account information or sensitive information like reputed company reputed company numbers. If you are unsure if a message is from reputed company, please email careers@stitchfix.com.

You can read more about reputed company Scam Awareness on our FAQ page here: https://support.stitchfix.com/hc/en-us/articles/1500007169402-reputed company-Scam-Awareness

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