Senior Data Scientist
at Rue Gilt Groupe
Dublin, County Dublin, Ireland -
Start Date | Expiry Date | Salary | Posted On | Experience | Skills | Telecommute | Sponsor Visa |
---|---|---|---|---|---|---|---|
Immediate | 19 Aug, 2024 | Not Specified | 20 May, 2024 | 8 year(s) or above | Merchandising,Nlp,Revenue,Snowflake,Computer Vision,Data Science,Recommender Systems,Spark | No | No |
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Description:
WE’RE LOOKING FOR…
Rue Gilt Groupe is looking for a Senior Data Scientist to join our industry-leading Data Science and Machine Learning team at one of the most successful luxury consumer businesses where you can grow your career in data science with a rare consumer focus and a cutting-edge toolkit at the forefront of technology. 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 Shop PO.
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.
- Advanced degree in Computer Science, Data Science, Engineering, or a related field
- 8+ Years of relevant experience in AI/ML
- Expertise in machine learning, feature engineering, and software development
- Experience working in an agile environment producing deliverables in a quick and iterative manner
- Experience with statistical modeling and large-scale data analytics
- Experience working with & writing clean and efficient code in Python, SQL
- Experience with Deep Learning frameworks (Tensorflow, Keras and/or Pytorch)
- Knowledge of Spark or similar big data tools and technology
- Experience working with structured, unstructured data and table design
- Deep understanding of system design, data structures, and algorithms
- Experience with workflow orchestration tools (e.g. Apache Airflow)
- Experience building scalable microservices for delivery of high-volume data on AWS or other cloud platforms
- Familiarity with LLMs and generative AI
- Result-driven execution of AI/ML solutions to drive the business forward
- Fluency in English
- Outstanding interpersonal and communication skills, the ability to work well in a close-knit team, ego-less coding habits, and a collaborative spirit
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
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 that 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
- Gain exposure to a wide range of business stakeholders and departments ranging from Marketing, Merchandising, Planning, and the Executive Leadership team
- Work in multi-functional agile teams to continuously experiment, 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 their needs as wel
Responsibilities:
WHAT YOU’LL DO:
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 that 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
- Gain exposure to a wide range of business stakeholders and departments ranging from Marketing, Merchandising, Planning, and the Executive Leadership team
- Work in multi-functional agile teams to continuously experiment, 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 their needs as well
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.
- Advanced degree in Computer Science, Data Science, Engineering, or a related field
- 8+ Years of relevant experience in AI/ML
- Expertise in machine learning, feature engineering, and software development
- Experience working in an agile environment producing deliverables in a quick and iterative manner
- Experience with statistical modeling and large-scale data analytics
- Experience working with & writing clean and efficient code in Python, SQL
- Experience with Deep Learning frameworks (Tensorflow, Keras and/or Pytorch)
- Knowledge of Spark or similar big data tools and technology
- Experience working with structured, unstructured data and table design
- Deep understanding of system design, data structures, and algorithms
- Experience with workflow orchestration tools (e.g. Apache Airflow)
- Experience building scalable microservices for delivery of high-volume data on AWS or other cloud platforms
- Familiarity with LLMs and generative AI
- Result-driven execution of AI/ML solutions to drive the business forward
- Fluency in English
- Outstanding interpersonal and communication skills, the ability to work well in a close-knit team, ego-less coding habits, and a collaborative spiri
REQUIREMENT SUMMARY
Min:8.0Max:13.0 year(s)
Information Technology/IT
IT Software - System Programming
Software Engineering
Graduate
Computer Science, Engineering
Proficient
1
Dublin, County Dublin, Ireland