Senior Data Scientist - Data & ML Pipeline Architect

Artifintech; Chantilly (VA); On-site; USD 120,000 - 180,000; Full time

Job summary

Artifintech is seeking a senior data engineer to design, develop, integrate, and analyze complex data environments. The role focuses on consolidating, transforming, and analyzing structured and unstructured data from diverse sources.

You will work with software engineers, data engineers, and analysts to implement data workflows, ensure data quality, and support ML/AI initiatives through robust data pipelines and CI/CD integration.

Qualifications

• 6+ years of experience managing, integrating, or troubleshooting data flows between applications and/or systems.
• Strong understanding of how application data is generated, managed, transformed, transferred, and consumed across interconnected systems.
• Experience analyzing complex technical problems and delivering data-driven solutions.
• Experience identifying analytical data requirements and determining appropriate data sources, structures, and processes.
• Experience with dataset management, data quality, data integration, and related processes.
• Understanding of software development and CI/CD pipelines and how data processes integrate with development and deployment.

Responsibilities

• Design, develop, and implement methods to collect, integrate, transform, manage, and analyze large datasets from disparate sources.
• Develop and apply advanced statistical concepts, queries, and automated processes to clean, model, integrate, and evaluate structured and unstructured data.
• Analyze complex data flows between applications and identify opportunities to improve data quality, integrity, accessibility, and usability.
• Collaborate with software engineers, data engineers, system administrators, analysts, and other technical stakeholders to integrate and leverage data across applications and environments.
• Support the development and integration of ML/AI capabilities by understanding data requirements, data preparation, and the use of data throughout the ML/AI lifecycle.
• Develop and maintain automated data processes and support data integration within CI/CD environments.
• Investigate complex data and system issues, determine root causes, and develop practical solutions.
• Communicate technical findings, data issues, risks, and recommended solutions clearly to technical teams and program leadership.
• Contribute to data standards, governance, documentation, and dataset management processes.

Skills

Data integration

Data quality

CI/CD pipelines

ML/AI lifecycle

Data modeling

Cross-functional collaboration

Job description

Artifintech is seeking a senior data engineer to design, develop, integrate, and analyze complex data environments. The role focuses on consolidating, transforming, and analyzing structured and unstructured data from diverse sources.

You will work with software engineers, data engineers, and analysts to implement data workflows, ensure data quality, and support ML/AI initiatives through robust data pipelines and CI/CD integration.