AI Data Engineer - Cortex AI

About the role

TechTorch data and AI teams design and build modern data platforms that power analytics, AI agents, and GenAI-enabled business workflows. We work across Snowflake, AWS, and enterprise systems to enable scalable data products, AI-driven insights, and automation for private equity-backed organizations. Teams operate globally and collaborate across data engineering, analytics, AI, and delivery disciplines to deliver high-impact, production-grade solutions. As an AI Data Engineer , you will design and build modern data pipelines and AI-ready data platforms with Snowflake as the core warehouse , leveraging Snowflake Cortex AI , AWS Bedrock , and other mainstream AI services. Your work will enable advanced analytics, LLM-powered use cases, and AI-driven automation across enterprise environments. This role sits at the intersection of data engineering and applied AI . You will ensure data is high-quality, well-modeled, and accessible for downstream analytics, machine learning, and GenAI applications.

Responsibilities

• Design, build, and maintain scalable data pipelines using Snowflake as the central data platform
• Develop AI-ready data models and feature layers to support analytics, ML, and GenAI use cases
• Leverage Snowflake Cortex AI for embedding, classification, summarization, and AI-assisted analytics
• Integrate and operationalize AI workflows using AWS Bedrock and related AWS services (e.g., Lambda, Step Functions)
• Build and optimize ELT pipelines using tools such as dbt , SQL, and Python
• Integrate data from diverse sources including APIs, SaaS platforms, databases, and event streams
• Ensure data quality, observability, and governance across pipelines and AI workloads
• Collaborate with AI engineers, data scientists, and business teams to translate use cases into scalable data solutions
• Document data models, pipelines, and AI-related design decisions clearly for long-term maintainability

Requirements

• 4+ years of experience in data engineering, with strong hands-on Snowflake experience
• Practical experience building AI-enabled data solutions or preparing data for ML/LLM workloads
• Strong proficiency in SQL and Python for data transformation and pipeline development
• Experience with Snowflake Cortex AI or similar warehouse-native AI capabilities
• Hands-on experience with AWS , ideally including AWS Bedrock , Lambda, S3, and IAM
• Experience with ELT tooling such as dbt , Airflow, or similar orchestration frameworks
• Solid understanding of data modeling, data warehousing, and performance optimization
• Comfortable working in cloud-native, enterprise environments with high delivery expectations
• Strong communication skills and ability to collaborate across technical and business teams
• Experience with vector databases or embedding workflows (e.g., Snowflake, OpenSearch, Pinecone)
• Familiarity with LLM orchestration frameworks (e.g., LangChain, Bedrock Agents)
• Experience supporting AI agents, RAG pipelines, or GenAI analytics use cases
• Exposure to regulated or security-conscious environments
• Our Values
• Client First - We focus relentlessly on delivering outcomes that create value for our clients
• We, Not Me - We win together. Collaboration drives transformation at scale
• Get Stuff Done - We execute with speed and precision - because in PE, time matters
• AI First - We embed AI at the core, enabling scalable, high-leverage solutions
• Own It - We take accountability for results, delivering on what we promise
• Agile Mindset - We adapt quickly and proactively seek better ways to move forward

Benefits

Additional Information

About TechTorch TechTorch is a high-growth enterprise technology consultancy that partners with the world's leading private equity-backed businesses. We deliver AI-powered solutions, accelerators, and data-driven transformation initiatives that drive measurable value at speed and scale. Our mission is to redefine enterprise technology consulting for private equity. We combine the agility of a scale-up with the discipline and rigor demanded by the most sophisticated investors and operators. TechTorch was founded by seasoned leaders - including former Bain consultants, CIOs, and tech executives - with deep expertise in technology, transformation, and value creation. We are not a typical startup. We were built to succeed and to deliver results that matter.

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