Bounteous

1 month ago

Applied AI Engineer

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI

Last checked: 14 hours agoStatus: Live

Job Summary

Senior-level AI/ML engineer focused on building and operating enterprise GenAI platforms in production. You will design reusable GenAI workflows, develop ingestion and data extraction capabilities, build AI-powered assistants, and shape governance, reliability, and evaluation practices for mission-critical AI systems.

Location: Montreal

Workplace: Hybrid

Employment Type: Full time

Job Function: Data Science & Machine Learning

Key Responsibilities

•Design and evolve reusable GenAI workflows used across Lending business lines.
•Develop an enterprise-grade AI-based document ingestion and data extraction capability, including traceability, confidence scoring, and human-in-the-loop review.
•Build AI-powered assistants embedded in Lending systems using agentic workflows.
•Deliver automated content and deck generation workflows for reporting and approvals.
•Provide expert advice on GenAI architecture including model selection, orchestration patterns, and evaluation strategy.

Key Requirements

•2+ years applying GenAI solutions in an enterprise setting and designing GenAI orchestration frameworks in production (beyond vendor demos)
•5+ years of full-stack engineering experience with AI/ML platforms and workflows (Python or Java)
•Proven track record building and operating production-grade GenAI/LLM platforms using patterns like RAG, tool/function calling, and agentic workflows
•Strong LLMOps expertise including evaluation harnesses, prompt/version management, regression testing, observability, and reliability in production
•Hands-on experience building AI-first data ingestion pipelines with measurable quality, accuracy, and reliability

Experience:2+ yearsEnterprise AIGenAILLMRAGData ingestionProduction-grade platforms

Skills:CommunicationProblem-solvingCollaborationLeadership

Tech Stack:PythonJavaLangChainColBERTVector searchLLMOpsRetrievalRAG

Company Brief

Bounteous

Bounteous is a digital experience consultancy that designs, builds, and optimizes digital products, platforms, and customer experiences for enterprise brands across marketing, commerce, and analytics.

Industry: Consulting

Company Size: Enterprise (1,001+ employees)

Growth: Established Company

Headquarters: Chicago, United States

Founded: 2003

Website LinkedIn

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Bounteous

1 month ago

Applied AI Engineer

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI

Last checked: 14 hours agoStatus: Live

Job Summary

Location: Montreal

Workplace: Hybrid

Employment Type: Full time

Job Function: Data Science & Machine Learning

Key Responsibilities

•Design and evolve reusable GenAI workflows used across Lending business lines.
•Develop an enterprise-grade AI-based document ingestion and data extraction capability, including traceability, confidence scoring, and human-in-the-loop review.
•Build AI-powered assistants embedded in Lending systems using agentic workflows.
•Deliver automated content and deck generation workflows for reporting and approvals.
•Provide expert advice on GenAI architecture including model selection, orchestration patterns, and evaluation strategy.

Key Requirements

•2+ years applying GenAI solutions in an enterprise setting and designing GenAI orchestration frameworks in production (beyond vendor demos)
•5+ years of full-stack engineering experience with AI/ML platforms and workflows (Python or Java)
•Proven track record building and operating production-grade GenAI/LLM platforms using patterns like RAG, tool/function calling, and agentic workflows
•Strong LLMOps expertise including evaluation harnesses, prompt/version management, regression testing, observability, and reliability in production
•Hands-on experience building AI-first data ingestion pipelines with measurable quality, accuracy, and reliability

Experience:2+ yearsEnterprise AIGenAILLMRAGData ingestionProduction-grade platforms

Skills:CommunicationProblem-solvingCollaborationLeadership

Tech Stack:PythonJavaLangChainColBERTVector searchLLMOpsRetrievalRAG

Company Brief

Bounteous

Industry: Consulting

Company Size: Enterprise (1,001+ employees)

Growth: Established Company

Headquarters: Chicago, United States

Founded: 2003

Website LinkedIn