Publicis Digital Experience is a division of Publicis Groupe that focuses on developing digital capabilities and solutions for clients. The Data Scientist role involves deploying end-to-end machine learning production, building infrastructure, and integrating ML models while collaborating with stakeholders to enhance data-driven decision-making.
Responsibilities
- Build the infrastructure required for optimal extraction, transformation, and loading of data from a wide variety of data sources using cloud technologies
- Develop solutions that will deliver high quality personalized recommendations across different channels to our customers
- Develop end-to-end (Data/Dev/MLOps) pipelines based on in-depth understanding of Cloud Platforms, AI/ML lifecycle, and business problems to ensure solutions are delivered efficiently and sustainably
- Work with Data science team to ensure seamless integration and support of machine learning models operation
- Collaborate with team members and deliver projects on-time with full quality
- Manage multiple projects concurrently to ensure successful completion of projects
Skills
- Master's or Bachelor's Degree in Computer Science, Engineering, Data Science, or related field
- 1-2 years of experience as Data Engineer, or ML Engineer deploying hands-on projects
- 1+ years of experience in Python, PySpark, Databricks, Data Pipelines, ETL Processes, Data Modeling, Relational and Non-relational databases (NoSQL is a plus)
- Good working experience in Cloud Technologies (AWS or Azure)
- Familiar with Data Lake Architecture, Integration of Structured and Unstructured data, ML Flow tools, Automated Unit test frameworks
- Understanding of version control (Git) and software engineering best practices
- Working knowledge of Machine learning algorithms (supervised/unsupervised, model evaluation)
- Exposure to MLOps tools (Docker, CI/CD, model deployment) is a plus
- Good written and spoken communication skills
- Great team player and ability collaborate with larger team
Benefits
- Paid Family Care for parents and caregivers for 12 weeks or more
- Monetary assistance and support for Adoption, Surrogacy and Fertility
- Monetary assistance and support for pet adoption
- Employee Assistance Programs and Health/Wellness/Comfort reimbursements to help you invest in your future and work/life balance
- Tuition Assistance
- Paid time off that includes Flexible Time off Vacation, Annual Sick Days, Volunteer Days, Holiday and Identity days, and more
- Matching Gifts programs
- Flexible working arrangements
- 'Work Your World' Program encouraging employees to work from anywhere Publicis Groupe has an office for up to 6 weeks a year (based upon eligibility)
- Business Resource Groups that support multiple affinities and alliances
Company Overview
- A division of Publicis Groupe, Publicis Digital Experience is a network of top-tier agencies designed to develop capabilities and solutions to enable growth and provide scaled access to the digital capabilities of Publicis Groupe in service of our clients. It was founded in undefined, and is headquartered in New York, NY, US, with a workforce of 5001-10000 employees. Its website is .