AI/ML Data Engineer for Advanced Analytics

Valiant Technologies LLC; Minnetonka (MN); On-site; USD 77,000 - 110,000; Full time

Job summary

Valiant Technologies LLC is seeking a skilled Data Engineer to support enterprise AI/ML initiatives by building scalable data platforms and pipelines. The role focuses on modern data architectures that enable machine learning and advanced analytics.

The candidate will design batch and streaming pipelines, integrate multiple data sources, and ensure data quality and governance. This position offers an hourly engagement with flexible extension potential.

Qualifications

• Experience with ETL/ELT frameworks and large-scale data processing.
• Knowledge of distributed data processing technologies and modern data architectures.
• Experience with data lake, warehouse, and lakehouse platforms.
• Understanding of data governance, security, and data quality practices.
• Experience supporting AI/ML platforms and Data Science workloads.
• Familiarity with feature stores, MLOps, and model deployment pipelines.
• Experience with real-time streaming technologies.

Responsibilities

• Design, develop, and maintain scalable data pipelines supporting AI/ML and analytics workloads.
• Build and optimize batch and real-time data ingestion frameworks.
• Develop data integration solutions across multiple internal and external data sources.
• Engineer reliable datasets and feature stores that support machine learning model development.
• Implement data transformation, cleansing, enrichment, and validation processes.
• Design and maintain modern data lake, lakehouse, and data warehouse architectures.
• Ensure data quality, integrity, security, and governance standards are met.
• Collaborate with Data Scientists and Analysts to support feature engineering and model deployment requirements.
• Enable MLOps and ML platform capabilities to support model operationalization.
• Implement monitoring, observability, and operational support processes for data platforms.
• Maintain documentation, data lineage, and metadata management standards.

Skills

Data Engineering

ETL/ELT

Distributed Processing

Data Lake/Warehous

Data Governance

Real-time Streaming

MLOps

Job description

Valiant Technologies LLC is seeking a skilled Data Engineer to support enterprise AI/ML initiatives by building scalable data platforms and pipelines. The role focuses on modern data architectures that enable machine learning and advanced analytics.

The candidate will design batch and streaming pipelines, integrate multiple data sources, and ensure data quality and governance. This position offers an hourly engagement with flexible extension potential.