ICE · 21 hours ago
Senior Data Engineer
Atlanta, GA
Full-time
Onsite
Senior Level
5+ years expICE is seeking a talented Senior Data Engineer to join their Enterprise Architecture team. In this pivotal position, you'll lead the design and implementation of scalable data pipelines with a focus on data quality and governance, collaborating with key stakeholders to build critical ML and AI data workflows.
E-CommerceFashionJewelryMarketplace
Responsibilities
Design, build, and maintain our on-premises data orchestration platform using the best-in-breed open source tools
Create self-service capabilities that empower teams across the organization to build and deploy data pipelines without extensive engineering support
Implement robust data quality testing frameworks that ensure data integrity throughout the entire data lifecycle
Establish data engineering best practices, including version control, CI/CD for data pipelines, and automated testing
Collaborate with ML/AI teams to build scalable feature engineering pipelines that support both batch and real-time data processing
Develop reusable patterns for common data integration scenarios that can be leveraged across the organization
Work closely with infrastructure teams to optimize our Kubernetes-based data platform for performance and reliability
Mentor junior engineers and advocate for engineering excellence in data practices
Qualification
Required
5+ years of professional experience in data engineering, with at least 2 years working on enterprise-scale data platforms
Demonstrated experience with orchestrating workflows, performance optimization, and operational management
Strong understanding of data transformation techniques, including experience with testing frameworks and deployment strategies
Experience with stream processing frameworks and technologies
Proficiency with SQL and Python for data transformation and pipeline development
Familiarity with containerized application deployment
Experience implementing data quality frameworks and automated testing for data pipelines
Ability to work cross-functionally with data scientists, ML engineers, and business stakeholders
Preferred
Experience with self-hosted data orchestration platforms (rather than managed services)
Background in implementing data contracts or schema governance
Knowledge of ML/AI data pipeline requirements and feature engineering
Experience leveraging AI tools (e.g., GitHub Copilot, Cursor, Claude Code) to debug, develop unit tests and generate test cases from requirements documents
Experience with real-time data processing and streaming architectures
Familiarity with data modeling and warehouse design principles
Prior experience in a technical leadership role
Company
ICE
We are building the largest jewelry marketplace.
10001+ employees
H1B Sponsorship
ICE has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2020 (1)
Funding
Current Stage
Late StageTotal Funding
$49MKey Investors
Polaris Partners
2017-12-07Acquired
2016-03-15Series Unknown
2015-07-01Seed· $2M
Leadership Team
Joseph Albert
Chief Technology Officer
David Farrell
Chief Operating Officer, ICE Futures U.S.
Recent News
Business News Americas
2025-12-18
2025-10-28
Company data provided by crunchbase