FREE ACCESS
5,000–10,000 jobs/day
See all jobs on Scoutfield
Search thousands of fresh jobs every day.
Discover
- Fresh listings
- Fast filters
- No subscription required
Create a free account and start exploring right away.

Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates extensive experience in leading AI solutions teams, with a strong focus on architecture, deployment, and operational readiness of AI systems. Capable of prioritizing initiatives, managing resources, and ensuring compliance with security and privacy standards.
Highest-signal resume keywords
10+ Years Designing Production Systems3+ Years Leading Technical TeamsExperience with LLM-Based SolutionsStrong Technical Scoping and EstimationExperience in AI Deployment Across Environments
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Architecture DesignIntegrationDeploymentOperational ReadinessData ModelingAPIsCloud DeploymentHybrid DeploymentPrompt DesignTool Orchestration
Soft Skills
LeadershipCommunicationProblem-SolvingTeam DevelopmentStakeholder Management
Tools & Technologies
AI PlatformsSecurity StandardsPrivacy StandardsObservability ToolsDelivery Playbooks
Industry Keywords
AI SolutionsCybersecurityEnterprise AIHigh-Consequence EnvironmentsFDE
Tech Stack
Tools & technologiesCloudCyber Security
About the role
Key responsibilities & impact- Build and lead a deeply technical AI Solutions team
- Hire, develop, and lead AI solutions engineers, data engineers, and AI product talent
- Own intake and prioritization of internal AI opportunities
- Evaluate business value, feasibility, risk, and reuse
- Sequence the portfolio and communicate prioritization decisions
- Lead discovery with business and technical teams
- Define solution architecture, scope, success measures, dependencies, and effort estimates
- Allocate engineering, data, and product capacity across concurrent initiatives
- Secure support from functional teams, IT, AI Platform, Architecture, Privacy, and Security
- Remove delivery blockers
- Review critical architectures, implementation approaches, evaluations, and production-readiness decisions
- Ensure solutions meet standards for security, privacy, reliability, observability, cost, and human oversight
- Deliver solutions against agreed scope and complete clean handoffs
- Review value after launch
- Turn recurring needs into reusable solution patterns, evaluation assets, and delivery playbooks
- Feed platform gaps back to AI Platform and Architecture
Requirements
What you’ll need- 10+ years designing, building, or deploying production systems
- 3+ years leading technical teams
- Experience taking LLM-based or agentic solutions from discovery through production
- Direct involvement in architecture, integration, deployment, evaluation, and operational readiness
- Experience leading a solutions architecture, applied AI, engineering, platform, or shared-services team serving multiple business units
- Responsibility for prioritization and capacity allocation
- Strong technical scoping and estimation
- Working knowledge of agent and tool orchestration, prompt and context design, guardrails, evaluation, data modeling, APIs, identity, and cloud or hybrid deployment
- Experience hiring and developing senior AI, engineering, data, and product talent
- Experience building or leading an internal FDE, solutions architecture, applied AI, or enterprise AI delivery organization
- Experience creating validated designs or reference architectures spanning AI models, data, infrastructure, security, and enterprise systems
- Experience delivering agentic AI for cybersecurity or another high-consequence operational environment
- Experience deploying AI across cloud, data center, and hybrid environments
Benefits
Comp & perks- Market leader in compensation and equity awards
- Comprehensive physical and mental wellness programs
- Competitive vacation and holidays for recharge
- Paid parental and adoption leaves
- Professional development opportunities for all employees regardless of level or role
- Employee Networks, geographic neighborhood groups, and volunteer opportunities to build connections
- Vibrant office culture with world class amenities
- Bonuses
- Equity grants
- Health insurance
- 401k
- Paid time off