AI Enablement Engineer

Glint Tech Solutions; Buffalo (NY); Hybrid; USD 120,000 - 180,000; Full time

Job summary

Glint Tech Solutions is seeking an AI Enablement Engineer to own the enterprise AI use-case intake framework. You will design submission, screening, stage gates, and ROI measurement, and build tooling for portfolio management and governance.

This engineering role evaluates use cases against platform capabilities, ties usage data to value, and collaborates with FinOps. Remote in the USA or onsite in Buffalo, NY / Wilmington, DE, with initial client-office workweeks arranged as needed.

Qualifications

• Bachelor's degree or equivalent experience in a relevant field.
• Experience designing and operating intake or stage-gate processes for tech initiatives.
• Strong financial and value analysis skills including ROI modeling.
• Fluency with AI/GenAI concepts and enterprise delivery lifecycles (SDLC/Agile).
• Excellent facilitation and stakeholder management across business and tech teams.
• Proficiency with Excel and Power BI for analysis and reporting.

Responsibilities

• Design, implement, and operate the enterprise AI use-case intake framework.
• Define intake requirements, templates, and oversight model.
• Maintain the AI use-case portfolio and pipeline as a system of record.
• Facilitate intake reviews and prioritization with sponsors and governance.
• Develop ROI and value-measurement methodologies for AI use cases.
• Partner with FinOps to connect usage and spend data to business cases.
• Produce portfolio-level reporting on value delivered and cost trends.
• Provide guidance to analysts and developers on use-case documentation.
• Drive adoption of the intake process across business lines.

Skills

Business systems analysis

Portfolio management

ROI modeling

AI/GenAI concepts

SDLC/Agile

Stakeholder management

Power BI

Excel

Workflow tooling

Education

Bachelor's degree or equivalent experience

Tools

ServiceNow

Jira

Job description

Job Title: AI Enablement Engineer

Location: Remote within the USA, or onsite in Buffalo, NY / Wilmington, DE (client preference for candidates near these areas). New hires are required to work onsite at the client's office for the first 2-3 weeks (treated as a business trip; travel expenses covered by the company).

Company Overview

Glint Tech Solutions is a women-owned, global IT staffing and recruiting firm serving enterprise clients across the USA and Canada.

Project Description

A leading financial services client is seeking an AI Use Case Intake & Value Lead who will own the front door of the bank's AI program — the use-case intake framework, stage gates, prioritization methodology, and value/ROI measurement that determine what the bank builds, in what order, and with what expected return. This is an engineering seat: the role builds the intake and portfolio tooling itself (workflow automation, GenAI-assisted intake screening, usage-data integration for value tracking), technically evaluates proposed use cases against platform capabilities and constraints, and constructs value measurement from real platform telemetry.

Key Responsibilities

• Design, implement, and operate the enterprise AI use-case intake framework, including submission, screening, risk-tier alignment, stage gates, and approval workflow integrated with governance and platform onboarding
• Define intake requirements and templates (business case, data classification, oversight model, success criteria)
• Maintain the AI use-case portfolio and pipeline as a managed system of record
• Facilitate intake reviews and prioritization forums with business sponsors, governance, and platform stakeholders
• Build and maintain the ROI and value-measurement methodology for AI use cases, including baseline capture, benefit hypotheses, and realized-value tracking
• Partner with the observability/FinOps function to connect usage and spend data to business cases
• Produce portfolio-level reporting for leadership on value delivered, adoption, cost trends, and prioritization recommendations
• Develop benefit-realization checkpoints into the use-case lifecycle
• Serve as the primary intake partner for business lines bringing AI use cases forward, coaching sponsors through requirements and gate readiness
• Translate between business intent and technical delivery, working with solution architecture and platform engineering
• Provide work direction and quality review to business analysts and developers supporting use-case documentation
• Drive awareness and adoption of the intake process across business lines through communications and enablement sessions
• Continuously improve the intake process based on cycle-time, sponsor feedback, and governance findings

Mandatory Skills

• Bachelor's degree and 5+ years' experience in business systems analysis, product/portfolio management, or technology program analysis (or 9 years combined education/relevant work experience in lieu of degree)
• Demonstrated experience designing and operating intake, demand-management, or stage-gate processes for technology initiatives, with technical depth to evaluate AI feasibility, platform fit, and consumption economics
• Strong financial and value analysis skills — business cases, ROI modeling, cost/benefit tracking, executive reporting
• Working technical fluency with AI/GenAI concepts, consumption-based cost models, and enterprise delivery lifecycles (SDLC/Agile)
• Strong facilitation, communication, and stakeholder management skills across business and technology audiences
• Advanced proficiency with analysis and reporting tools (Excel, Power BI, or equivalent)

Nice-to-Have Skills

• Experience with AI/GenAI portfolio management, FinOps concepts, or usage-based cost allocation
• Experience in financial services or another highly regulated industry
• Familiarity with governance and risk processes (risk tiering, data classification, third-party risk)
• Experience with workflow/intake tooling (ServiceNow, Jira, or equivalent)