AI Agent Scientist – Dataiku & Snowflake Cortex Engineer

The AES Group; Morton (IL); On-site; USD 120,000 - 160,000; Full time

Job summary

The AES Group is seeking a skilled Data Scientist 3 to lead AI agent initiatives in data-intensive environments. You will build AI agents using Dataiku and Snowflake Cortex, automate workflows in Dataiku and Python, and design scalable multi-agent architectures for enterprise data workflows.

You will collaborate with cross-functional teams to deploy agent-driven solutions, evaluate performance, and ensure governance and security across platforms.

Qualifications

• 5–7 years of professional experience in data science, analytics, AI, or related field.
• Bachelor's degree in AI, Data Science, Computer Science, or related field.
• Strong experience building AI Agents in Dataiku and Snowflake Cortex.
• Strong experience with Dataiku recipes and Python for workflow automation.
• Experience with LangGraph, LangChain, or CrewAI.
• Strong understanding of multi-agent architecture and orchestration.
• Experience with enterprise data access, API integrations, and workflow automation.
• Experience with AI agent security, governance, access control, and guardrails.
• Strong Python programming skills.
• Experience with statistical methods and ML techniques.
• Strong problem-solving, analytical, collaboration, and communication skills.
• Ability to work onsite in a team environment.

Responsibilities

• Develop and implement AI Agents using Dataiku and Snowflake Cortex.
• Use Dataiku recipes and Python to build workflow automation and programming logic.
• Design and implement multi-agent architectures and orchestration patterns.
• Develop reusable agent frameworks and reference architectures.
• Implement security, access control, governance, RBAC, and guardrails.
• Integrate AI agents with Microsoft Teams, SharePoint, email, PDFs, APIs, and enterprise data sources.
• Design event-driven and batch-processing workflows.
• Develop agent evaluation, testing, observability, and monitoring processes.
• Evaluate groundedness, relevance, hallucination risk, task success, and overall agent performance.
• Implement automated regression testing and performance monitoring.
• Apply prompt engineering and reusable agent design patterns.
• Develop human-in-the-loop workflows, approval processes, escalation paths, and feedback mechanisms.
• Build and support Dataiku WebApps and production-ready user experiences.
• Support deployment automation, operationalization, scalability, monitoring, and governance.
• Optimize LLM selection, latency, token consumption, performance, and operational costs.
• Apply advanced statistical analysis and machine learning techniques to business problems.
• Collaborate with cross-functional teams to understand objectives, develop solutions, test outputs, and refine implementations.
• Share knowledge and upskill team members on Dataiku Agentic AI technologies.

Skills

Python

Data science

Dataiku

Snowflake Cortex

AI Agents

Multi-agent orchestration

Education

Bachelor's degree in AI/Data Science/CS

Tools

LangGraph

LangChain

CrewAI

Job description

The AES Group is seeking a skilled Data Scientist 3 to lead AI agent initiatives in data-intensive environments. You will build AI agents using Dataiku and Snowflake Cortex, automate workflows in Dataiku and Python, and design scalable multi-agent architectures for enterprise data workflows.

You will collaborate with cross-functional teams to deploy agent-driven solutions, evaluate performance, and ensure governance and security across platforms.