Data Scientist

Rue Gilt Groupe; Boston (MA); On-site; USD 100,000 - 130,000; Full time

Job summary

A leading off-price e-commerce company in Boston is looking for an experienced Data Scientist to join their Data Science and Machine Learning Team. This role involves developing innovative AI solutions to enhance shopping experiences for over 50M customers. The ideal candidate has a PhD or Master’s degree with relevant experience in machine learning and deep learning frameworks. Competitive salary offered, with a full-time position within a dynamic team.

Qualifications

• 1+ years of industry experience with a PhD or 3+ years with a Master's.
• Experience in Reinforcement Learning and Bandit frameworks.
• Demonstrated experience in an agile environment.

Responsibilities

• Work on AI/ML projects like NLP and computer vision.
• Develop innovative solutions leveraging AI/ML algorithms.
• Productionize scalable data science solutions in the cloud.

Skills

Experience with Deep Learning frameworks

Knowledge of Spark or similar big data platforms

Proficiency in Python and SQL

Expertise in machine learning

Strong interpersonal skills

Education

PhD or Master's degree in a relevant field

Tools

TensorFlow

Keras

PyTorch

Apache Airflow

Job description

Overview

Rue Gilt Groupe is looking for a Data Scientist to join our industry-leading Data Science and Machine Learning Team. In this role, you will work with our seasoned data scientists and engineers to build innovative AI solutions that power our profitable, off-price, luxury e-commerce business with three uniquely established brands: Rue La La, Gilt, and ShopSimon.

We inspire confidence and spark delight in over 50M customers, and we are evolving our machine learning models and data science platform to unlock significant opportunities for continued growth and success. Come help us build the next generation of our products!

Base pay range

$100,000.00/yr - $130,000.00/yr

About You:

At Rue Gilt Groupe, diversity enriches our passion, collaboration, kindness, and innovation. We’re committed to fostering an inclusive environment where every Associate is empowered to learn, grow, and bring their full self to work. Even if you don\'t check off every qualification in the job description, that\'s okay. We encourage you to apply to any role that excites you and sparks delight! We can\'t wait to learn more about you.

Responsibilities:

• Work on challenging AI/ML projects like NLP, computer vision, recommender systems, advanced statistical prediction models, and other AI technologies to drive revenue and enhance the personalized shopping experiences of our 50M members
• Develop innovative solutions to business problems leveraging both classic and cutting-edge AI/ML algorithms/frameworks
• Build end-to-end large-scale batch and real-time data pipelines and scalable architectures and services to efficiently handle large amounts of data
• Work with a state-of-the-art data technology stack (Spark, Tensorflow, Pytorch, Snowflake, Airflow, AWS Ecosystem) that operates in the cloud to empower predictive modeling services for both internal and external customers
• Productionize scalable and distributed data science solutions in cloud-based ecosystems and be responsible for day-to-day production support
• You will be involved in the design and implementation of applications and tools based on AI (including GenAI) that will revolutionize the way our software interacts with users while maintaining a responsible approach to the use of these technologies
• Identify opportunities for data science to increase the organization’s efficiency and lift our core business
• Collaborate with a wide range of business stakeholders and departments ranging from Marketing, Merchandising, and Planning to Executive Leadership
• Work in multi-functional agile teams to experiment continuously, iterate, and deliver on data-driven product objectives
• Work closely with fellow engineers from other teams to design and develop cross-team data exchange microservices, effectively communicating your needs and understanding theirs

Qualifications:

• PhD in Computer Science, Data Science, Engineering, or a related field with 1+ years of industry experience or a Masters degree in Computer Science, Data Science, Engineering, or a related field with 3+ years of industry experience
• Proficiency with Deep Learning frameworks such as TensorFlow, Keras, and PyTorch
• Experience in Reinforcement Learning and Bandit frameworks
• Strong knowledge of Spark or similar big data platforms and technologies
• Demonstrated experience working in an agile environment, delivering iteratively and efficiently
• Expertise in machine learning, feature engineering, and software development
• Proven experience with statistical modeling and large-scale data analytics
• Skilled in writing clean, efficient code in Python and SQL
• Experience working with structured and unstructured data and table design
• In-depth understanding of system design, data structures, and algorithms
• Experience with workflow orchestration tools, such as Apache Airflow
• Familiarity with production-grade Large Language Models (LLMs) and Generative AI
• Familiarity with building scalable microservices for high-volume data delivery on AWS or similar platforms
• Excellent interpersonal and communication skills, with the ability to collaborate effectively in a team environment, accept feedback, and foster a collaborative spirit
• Result-driven approach to executing AI/ML solutions to drive business growth

About the Data Science and AI Team:

The Data Science and AI Team gives you the freedom to use the latest cutting-edge techniques and technologies in their experimentation to move the data science and personalization efforts forward with the goal of increasing the magic of our 50M members\' online shopping experience and our annual revenues. We are uniquely positioned in the sense that the team is responsible for both creating data science solutions and productionizing the solutions in a scalable cloud environment, which removes the barrier between the science and engineering that we typically see in the industry.

About Us:

Rue Gilt Groupe is a leading off-price e-commerce portfolio company, connecting the next-generation shopper to world-class brands. We\’ve defined the online treasure hunt through our daily sale events, allowing a large, loyal member base to discover over 5,000 premium and luxury brands at prices up to 70% off full-price retail.

Rue Gilt Groupe operates three complementary sites – Rue La La, Gilt, and Shop Premium Outlets.

Our vision at RGG is to spark delight through daily discovery – we make shopping an occasion to celebrate. At the forefront of fashion and technology, we’re also in the business of sparking delight for our Associates. We inspire each other, our Members, and ourselves to push past the expected – every day. Our culture is rooted in our values, and together we work to demonstrate being Kind, Passionate, Collaborative, Innovative, Tenacious, and Empowered.

Seniority level

• Mid-Senior level

Employment type

• Full-time

Job function

• Research and Information Technology
• Industries
• Retail