Salesforce
Enterprise · CRM
- HQ
- San Francisco, US
- Founded
- 1999
- Size
- 35,000+
- Website
- salesforce.com
Salesforce currently has 139 active job listings related to artificial intelligence. The majority of these roles, 83%, are focused on agents. Engineering is the most frequent function hiring for these positions, with 108 roles. Recent hiring activity shows a significant increase, with 135 new AI roles posted in the last 30 days, a 238% rise compared to the preceding 30-day period. Key technologies mentioned in these listings include agent orchestration, LLM observability, and tool use.
Enterprise · CRM
Currently tracking 98 active AI roles, down 53% versus the prior 4 weeks. Primary focus: Agent · Engineering.
Salesforce currently has 169 active AI-related roles in our index. The most common open titles are: Forward Deployed Engineer (7), AI Builder, Emerging Talent (3), Agentforce Forward Deployed Engineer (3), AI Builder, Emerging Talent - Arabic Market (2), AI Builder, Emerging Talent - BNL Market (2). Most positions are in Engineering and Product.
Salesforce's active AI hiring is concentrated in: agents (84%), application (8%), serving infrastructure (3%). These categories follow a seven-stage AI lifecycle: data, pre-training, post-training, serving infrastructure, agents, evaluation, and application.
Salesforce is hiring AI talent in: United States (94 roles), Mexico (19 roles), Ireland (12 roles), Spain (7 roles).
Job postings at Salesforce most frequently reference: agent orchestration, llm observability, tool use, rag, model serving.
In the past 30 days, Salesforce has posted 95 new AI-related roles. That is a -32% change versus the prior 30 days (140 → 95).
| Title | Stage | AI score |
|---|---|---|
| Senior, Member of Technical Staff Salesforce is seeking a Senior Software Engineer to join their Agentic Selling Team. The role involves designing and building production AI agents using Agentforce, Agent Script, and NGA, integrating with Salesforce CRM and Data Cloud. Responsibilities include architecting multi-node agent orchestration, memory systems, RAG patterns, and content ingestion pipelines, as well as implementing agent observability and mentoring junior engineers. The ideal candidate has 6+ years of experience, strong backend development skills, deep knowledge of LLMs, and proven experience with prompt engineering, RAG, and building LLM-based applications or agents. | Agent | 9 |
| Principal Architect Salesforce is seeking a Principal Architect to lead their AI-native engineering organization, focusing on architecting and scaling systems where human intellect and autonomous agents collaborate. The role involves defining the AI lifecycle, building agent infrastructure, establishing rigorous evaluation frameworks, and pioneering technical taste for agent-accelerated development. Requires deep experience in large-scale systems and cutting-edge AI architectures, particularly agentic loops and multi-agent orchestration. |
| AgentEval Gate |
| 9 |
| AI Architect - Software Engineering Salesforce is seeking an AI Architect to shape the development, deployment, and scaling of agentic systems within their Agentforce platform. This role involves inventing new primitives, incubating next-generation agentic systems, collaborating with customers, and defining architectural direction for enterprise AI agents in production. The position requires a blend of coding, whitepaper writing, runtime design, and executive communication. | Agent | 9 |
| Director of Product Management, Agentic Workflows Director of Product Management for Agentforce Grid, a Salesforce AI-native builder for orchestrating data, agents, actions, and business processes at enterprise scale. The role involves defining product vision, strategy, and roadmap for a platform that combines spreadsheets with autonomous agents to operationalize AI across various business functions. Success requires expertise in AI systems, workflow orchestration, developer platforms, and end-user experience, with a focus on shipping monthly and driving user adoption. | Agent | 8 |
| Senior Manager, AI Solutions Architect Salesforce is seeking a Senior Manager, AI Solutions Architect to define the technical architecture for their AI agent portfolio, govern multi-agent orchestration patterns, and own the connective tissue layer for integrating agents, APIs, and enterprise platforms. The role involves setting standards for agent development, testing, and evaluation, managing agent performance post-deployment, and ensuring system health and reliability. | Agent | 8 |
| Lead Member of Technical Staff Salesforce is seeking a Lead Software Engineer to architect and lead the development of production AI agents and multi-agent systems using their Agentforce platform. The role involves driving technical strategy for the Sales Agent platform, including memory architecture, RAG, LLM optimization, and agent orchestration, while also establishing observability and quality frameworks. The engineer will mentor other engineers and make critical design decisions for scalability and reliability in a SaaS cloud environment. | Agent | 8 |
| Applied Research Engineer Salesforce is seeking an Applied Research Engineer to bridge the gap between frontier AI technology and customer-facing reality, focusing on Generative AI and Agentic Systems for CRM. The role involves building and deploying production services, APIs, UIs, and agentic evaluators at hyper-scale, working closely with research scientists to transform breakthroughs into stable, secure, and production-ready applications. | AgentServe | 8 |
| Senior Product Manager, Service Cloud AI Salesforce is seeking a Senior Product Manager to drive the agentic transformation of their Service Cloud AI product. This role involves defining product vision, translating customer needs into strategy, and delivering AI capabilities that enhance customer experiences and business results. The position requires experience building generative and agentic AI products, understanding non-deterministic systems, and managing challenges like model evaluation, guardrails, and latency optimization. | Agent | 8 |
| Senior Software Engineer - Agentic & Automation Engineering Senior Software Engineer role focused on developing and deploying agentic and automation platforms into Salesforce's Government Cloud (GovCloud) for security operations. The role involves building Python-based playbooks, integrations, and agents, translating analyst workflows into automation, and leveraging AI-assisted development tools. It requires strong Python engineering skills, experience with cloud services and regulated deployments, and a genuine AI-first approach to development. | Agent | 8 |
| Principal AI Engineer Salesforce is seeking a Principal AI Engineer to build and maintain the core infrastructure, CI/CD pipelines, and platform services for their ML/AI platform, focusing on powering autonomous AI agents at enterprise scale. The role involves designing agent harness infrastructure, implementing agentic loop patterns, building automated pipelines for agent improvement, and creating sandboxed execution environments. A significant part of the role includes implementing evaluation frameworks, building eval datasets, instrumenting agent traces for observability, and optimizing agent quality, latency, and cost. The engineer will also automate CI/CD pipelines with evaluation gates and build developer self-service tools. | AgentEval Gate | 8 |
| Lead AI Engineer, Data Solutions Lead AI Engineer focused on building next-generation AI and ML systems, specifically intelligent decisioning systems and an agent flywheel for continuous improvement. The role involves developing ML models and AI agents, owning data and model pipelines, and implementing evaluation frameworks for production systems. It requires strong Python, ML deployment, data pipeline, and LLM/agent experience. | AgentData | 8 |
| Senior Member of Technical Staff - AI Research Salesforce is seeking a Senior Member of Technical Staff for AI Research to design, implement, and iterate on agentic AI systems. This role involves building and shipping production-grade software with AI as a core part of the development workflow, integrating AI agents into human workflows, and critically evaluating code. Experience with LLMs, agentic workflows, and deploying ML systems is required. | AgentServe | 8 |
| Partner Technical Architect - Agentforce Salesforce is seeking a Partner Technical Architect to help SI partners build and ship production-grade Agentforce solutions. This role involves prototyping, building reference implementations, reviewing partner architectures, and coaching partners. The ideal candidate has strong engineering judgment, applied AI fluency, and builder instincts, with experience in LLMs, agents, RAG, tool use, and enterprise architecture. | Agent | 8 |
| AI Builder, Emerging Talent Salesforce is seeking early-career AI Builders to join their Agentforce program. This role involves designing, developing, and deploying agentic AI solutions for enterprise clients, working within cross-functional teams to deliver real-time customer impact. The position emphasizes a builder mindset and hands-on experience with AI tools and development lifecycles. | Agent | 8 |
| Senior AI/ML Engineer - SMTS Senior AI/ML Engineer at Salesforce focusing on the Agentic AI team, specifically for Data Management. The role involves developing, implementing, and delivering scalable Agentic AI services like Agents, Copilots, Chatbots, AI Planners, and RAG solutions. It requires leading design and quality strategies for data services, analyzing technical feasibility, driving long-term design strategies, and collaborating with cross-functional teams. The position also involves troubleshooting production issues and acting as a domain expert. | Agent | 8 |
| Senior/Lead AI Software Engineer, Agentforce for Supply Chain Salesforce is seeking a Senior/Lead AI Software Engineer to join their Agentforce for Supply Chain team. This role will focus on building and architecting intelligent agents that automate complex supply chain tasks. The engineer will lead the development of planning systems, distributed systems, and ensure seamless integration of AI agents into human workflows. The position requires strong software engineering skills, experience with AI orchestration frameworks, and a focus on production-grade software development. | Agent | 8 |
| Senior Member of Technical Staff, AI Research Salesforce AI Research is seeking a Machine Learning Engineer to develop a next-generation agentic AI platform. The role involves designing, implementing, and iterating on agentic AI systems, integrating them into human workflows, and contributing to the shared system context. The position requires strong engineering skills, deep ML knowledge, and experience with LLMs, agentic workflows, and production-grade AI systems. | Agent | 8 |
| Software Engineer (SWE/SWE II), AI Platform- Slack Software Engineer role focused on building the AI Platform at Slack, enabling product teams to integrate AI features. This involves developing developer tooling, SDKs, CI/CD pipelines, and evaluation frameworks for AI agents and LLMs, with a focus on self-service and reliability. The role also involves managing cloud AI services and ensuring AI quality and safety. | AgentEval Gate | 8 |
| Missionforce - Senior/Lead Forward Deployed Engineer (FDE), Public Sector Senior/Lead Forward Deployed Engineer (FDE) for Salesforce's Public Sector team, focusing on deploying AI and transformative solutions for U.S. Department of Defense, Intelligence Community, and Aerospace clients. The role involves designing, developing, and implementing bespoke AI and LLM-based intelligent agents and automated workflows using the Agentforce platform, with a strong emphasis on hands-on coding, end-to-end technical delivery, and customer collaboration. This includes owning the data lifecycle and conducting deep-dive debugging for AI systems. | Agent | 8 |
| Data Engineer (SMTS/LMTS) - Knowledge Graph & AI Salesforce is seeking Senior/Lead Members of Technical Staff to join their Enterprise Knowledge Graph and AI Engineering team. The role involves designing, implementing, and scaling the Enterprise Knowledge Graph platform to power AI-driven experiences, agentic applications, and semantic search. Responsibilities include graph and ontology engineering, developing semantic routing frameworks, building AI-powered developer tools, and integrating various data sources. The role focuses on backend development with Python, emphasizing performance, scalability, and data integrity for enterprise-wide AI initiatives. | AgentData | 7 |
| Principal Data Engineer (PMTS) - MDM Salesforce is seeking a Principal Member of Technical Staff (PMTS) to lead the technical vision, architecture, and execution for their Enterprise Knowledge Graph platform. This role involves defining graph data models, ontologies, semantic layers, APIs, vector search, and retrieval architectures to support AI and agentic applications. The PMTS will also drive the strategy and productionization of AI-powered engineering tools and developer platforms, leveraging technologies like Claude and AI agents. The role requires deep expertise in Knowledge Graph technologies, graph databases, semantic modeling, and building scalable AI solutions, including RAG and agentic workflows, as well as AI-enabled developer tooling. | AgentServe | 7 |
| Senior Director, Product Management Salesforce is seeking a Senior Director of Product Management to define and drive the product vision for integrating Slack and Salesforce, making Slack the conversational, AI-first front door to Salesforce for all customers. The role will own the product roadmap for key initiatives like SlackCRM, SlackFirst, and Slackbot CRM, focusing on AI-powered conversational workflows, agentic UI, and seamless integration across the Salesforce ecosystem. This leadership position requires extensive experience in B2B SaaS product management, cross-functional leadership, and a proven ability to ship complex AI-driven product experiences at scale. | Agent | 7 |
| AI Forward Deployed Engineer (Senior/Lead/Principal) Senior/Lead/Principal Forward Deployed Engineer to lead complex AI agentic deployments using Salesforce's Agentforce platform and LLMs. Responsibilities include end-to-end technical delivery, designing and implementing AI agents and automated workflows, data integration, and removing technical blockers. The role requires deep customer understanding, technical strategy, and mentoring junior peers. | Agent | 7 |
| SMTS Back End Software Engineer, Agentforce This role is for a Senior Member of Technical Staff (SMTS) - AI Software Engineer focused on developing and delivering Agentforce, Salesforce's AI CRM. The role involves maintaining core execution engines, handling complex orchestration, and building the next generation of intelligent agents. Responsibilities include optimizing legacy systems like the React Planner and developing new reasoning features, integrating generative AI services, designing pipelines, and implementing guardrails for LLMs. The role requires strong backend development skills in Java and Python, experience with distributed systems, and a basic understanding of deep learning and LLMs. | Agent | 7 |
| Enterprise Security Engineer, Senior & Lead (Enterprise Security - Security AI) Salesforce is seeking a Senior/Lead Enterprise Security Engineer for their Secure AI team. This role focuses on assessing and maintaining the security of AI tooling, ensuring compliance with Salesforce security requirements for AI deployment at scale. Responsibilities include security assessments, threat modeling, developing automated security processes, defining security standards, and researching emerging AI threats and vulnerabilities. Experience with LLMs, agentic systems, and AI security attack surfaces is required. | Agent | 7 |
| Senior Data Scientist (SMTS) Salesforce Cyber Security Operations Center is seeking a Senior Data Scientist to explore, invent, build, and scale new ways to secure the Salesforce platform using AI and machine learning. The role involves analyzing large datasets, applying advanced data mining and machine learning techniques, and collaborating with threat, product, and engineering teams to develop and implement production-ready threat detection software. The focus is on building AI-driven capabilities for threat detection and agentic-based monitoring. | Agent | 7 |
| Lead Release Engineering, Agentic Platform Lead Release Engineer for an Agentic Platform at Salesforce, focusing on architecting and building infrastructure for AI coding agents to propose, validate, and ship code changes safely. The role involves defining release strategy across Java, Node.js, and iOS, implementing agentic release pipelines with automated diff review and policy-as-code, and ensuring compliance and supply chain security in an AI-driven development environment. | AgentServe | 7 |
| Director/Senior Director of Product, Agentforce Self Service Salesforce is seeking a Director/Senior Director of Product to drive the strategy and execution for their Agentic Self Service offering. This role involves owning the product vision, collaborating with cross-functional teams (engineering, UX, GTM, sales, CS), representing the customer, and managing the entire feature delivery lifecycle for AI-powered self-service products. The ideal candidate will have extensive experience in product management, particularly with Agentic AI products, LLMs, and enterprise SaaS. | Agent | 7 |
| Senior AI and Data Architect Salesforce is seeking a Senior AI and Data Architect to serve as a technical advisor for their Agentforce AI CRM product. This role involves guiding enterprise customers and internal teams on the architecture, implementation, and use cases of Agentforce, including creating agents, prompts, and flows. The position also requires developing reusable assets, documenting reference architectures, and providing feedback to Product and Engineering. Experience with RAG, vector databases, and the LLM landscape is essential, along with Salesforce-specific knowledge. | Agent | 7 |
| Principal fullstack engineer - PMTS Principal Fullstack Engineer for Salesforce's Informatica IDMC team, focusing on building an AI-native data integration platform. This role involves owning technical direction for teams, making architectural decisions at the intersection of large-scale distributed systems and AI, and shipping production-grade code for intelligent data pipelines. The position requires expertise in Generative AI, LLMs, Agentic architectures, and petabyte-scale data movement, with a strong emphasis on technical leadership and backend engineering at scale. | Agent | 7 |
| Senior Manager, Software Engineering - Agent Authoring Salesforce is seeking a Senior Manager, Software Engineering for their Agent Authoring team, which owns the full agent creation lifecycle for their agentic AI platform, Agentforce. The role involves leading engineering teams, defining product strategy, setting technical direction, and fostering a culture of experimentation and continuous improvement. The team builds the visual canvas editor, simulation and debugging tooling, developer experience layer, and an AI coding assistant, utilizing a custom language called AgentScript to blend deterministic control with AI reasoning for predictable and intelligent agents. | Agent | 7 |
| Director, Data Management Tooling Director of Software Engineering to lead Trust & Discovery, a platform team responsible for the discovery, catalog, and governance of trusted data at Salesforce. The role involves leading a team that ships using AI as an operating model, building intelligent systems for governed data accessibility by humans and AI agents, and engaging executive stakeholders on multi-year platform strategy. | AgentData | 7 |
| Director, Agentic Employee Relations Data & Systems Salesforce is seeking a Director to lead the Agentic Employee Relations Data & Systems initiative. This role will architect the evolution of the Employee Relations function into a data-centric powerhouse, leveraging autonomous agents to analyze ER data, identify trends, and develop predictive models for workplace issues. The Director will own the HR Acuity platform, partner with data engineering, and deliver executive-level insights to inform human capital strategy. | Agent | 7 |
| Lead Engineer - AI Trust & Governance Salesforce is seeking a Lead Engineer to build an AI Governance platform from the ground up. This role involves full-stack development, AWS cloud infrastructure, ML/AI platform services, CI/CD, and defining platform architecture. The engineer will focus on monitoring, observability, and building generative AI capabilities, including LLM features and agent-based functionality, ensuring safe, trusted, and scalable AI deployment across the enterprise. Experience with AI governance, risk, trust, and compliance is preferred. | AgentEval Gate | 7 |
| Director, Product Management - Agentforce Contact Center Digital Director of Product Management for Salesforce's Agentforce Contact Center Digital portfolio, focusing on AI agent-first platforms that unify customer engagement across digital channels. The role involves defining product vision, owning the roadmap for platform and services layers, driving cross-cloud alignment, and representing the portfolio externally. Requires deep expertise in enterprise contact centers, agentic AI, and SaaS product management. | Agent | 7 |
| Senior Director, Product Management - Enterprise Data & Knowledge Platforms Senior Director of Product Management to lead the enterprise data-to-activation platform and drive the Next Gen Account Hierarchy (NGAH) initiative. This role will also manage the enterprise Knowledge Graph platform, which is crucial for AI reasoning and go-to-market intelligence. The position is at the intersection of data, AI, Agents, and GTM transformation, shaping future Agentforce-powered experiences. | AgentData | 7 |
| Software Engineering LMTS Salesforce is seeking a Lead Member of Technical Staff (LMTS) Software Engineer to build the next generation of intelligent product configuration experiences. The role involves architecting and implementing agentic AI capabilities, including AI-assisted constraint modeling, intelligent product recommendations, and LLM-powered guidance, embedded within the Configurator experience. The engineer will also lead architecture, design, and delivery of the Product Configurator UI and backend services, champion engineering productivity, and collaborate with cross-functional teams. | Agent | 7 |
| Senior / Lead Software Engineer, Full Stack (Product) Salesforce is seeking a Senior / Lead Full Stack Software Engineer to build AI-powered experiences using LLMs and embeddings. The role involves shipping end-to-end product features, partnering with product and design, and ensuring AI features are observable, testable, and maintainable. The ideal candidate has experience applying AI/ML in products and a strong understanding of full-stack development. | Agent | 7 |
| Sr. Enterprise Architect, Agentforce Supply Chain This role focuses on integrating Salesforce's Agentforce platform with enterprise systems (ERP, PLM, CRM) for supply chain and manufacturing transformations. The Senior Enterprise Architect will design and build end-to-end integration strategies, architect API-led connectivity, design agentic data pipelines, and set AI integration roadmaps for customers. The role emphasizes shipping production integration solutions and working closely with customers to solve real-world problems at scale. | Agent | 7 |
| VP, Agentic Strategy Salesforce is seeking a VP, Agentic Strategy to shape the long-term strategic direction of their agentic AI portfolio. This role involves market intelligence, corporate development, and go-to-market strategy, focusing on defining Salesforce's competitive position in the autonomous AI space. The VP will act as a strategic integrator, partnering with various business units to drive high-impact pivots across Sales, Product, and Engineering, and will lead market evaluations for M&A opportunities within the agentic AI ecosystem. | Agent | 7 |
| Software Engineering Architect Salesforce is seeking a Software Engineering Architect to design high-scale, agentic systems for their Spiff (Incentive Compensation Management) platform. The role involves defining architectural initiatives for the core Commission Engine, calculation frameworks, database, infrastructure, performance optimization, and Data Cloud connectivity. Key responsibilities include architecting AI-native application services, designing agentic systems with vector database scaling and token-efficient caching, leveraging AI tools like Claude Code or Codex, orchestrating AI 'pair-architect' workflows, and implementing governance, observability, and safety guardrails. The role also involves integrating with the Salesforce Agentic Framework using RAG and Vector Databases, and owning the data architecture. | AgentServe | 7 |
| AI Solution Orchestrator Salesforce is seeking an AI Solutions Orchestrator with 8+ years of technical experience, including 2 years in complex Agentic AI Salesforce implementations. The role involves designing and building AI solutions using personal and autonomous agents to drive productivity for Account Success teams. Responsibilities include rapid POC cycling, AI solution development from concept to production, prompt engineering with a focus on context and business data, and understanding LLM limitations. A deep mastery of the Salesforce platform and AI tooling is required. | Agent | 7 |
| AgentExchange Product Management Director Director of Product Management to lead a new Partner Security, Governance, and Guardrails Platform. This role will define and execute the strategy for services and tools that ensure partner-deployed AI agents remain secure, safe, compliant, and predictable. The focus is on empowering ISVs with tools for enterprise-grade trust, operational control, and safety at scale, including features like agent kill switches and dynamic action constraints. | Agent | 7 |
| DevOps Engineer, GovCloud Mid/Senior Salesforce is seeking an experienced DevOps Engineer for their Government Cloud infrastructure. The role involves ensuring maximum availability, performance, and security through proactive enhancements and troubleshooting. A key aspect is advanced prompt engineering to make AI outputs reliable and production-ready. The engineer will lead projects in design, development, and support of the platform, collaborate on CI/CD pipelines, and build high-quality software using AI as a core part of the development workflow. Responsibilities include designing and orchestrating systems where AI agents integrate into human workflows, contributing to shared system context for AI reliability, and evaluating AI-generated code. The role requires expertise in AWS, Kubernetes, Terraform, Linux systems, security, CI orchestration, scripting languages, and log management, with a strong emphasis on an AI-first approach to engineering and advanced prompt engineering skills. | Agent | 7 |
| Forward Deployed Engineering Lead - Data Science & Integration Salesforce is seeking a Forward Deployed Engineer Lead for their Public Sector team, focusing on integrating AI/ML systems and data science pipelines for U.S. Department of Defense and Intelligence Community customers. The role involves hands-on implementation of bespoke solutions, including ML pipelines, intelligent automation, and enterprise integration using platforms like MuleSoft and Regrello. The candidate will act as a strategic partner, translating operational challenges into technical solutions and driving end-to-end delivery in regulated environments. | AgentData | 7 |
| Missionforce - Senior/Lead Forward Deployed Engineer (FDE), Public Sector Senior/Lead Forward Deployed Engineer on the Public Sector team, embedded with U.S. Department of Defense, Intelligence Community, and Aerospace clients to design and deploy bespoke AI solutions. This role involves architecting a planet-scale platform, engineering distributed systems, developing Infrastructure-as-Code, microservices, and data pipelines, and building production-grade software with AI as a core part of the development workflow. The engineer will design and orchestrate complex systems where AI agents integrate into human workflows, contribute to shared system context for AI reliability, and critically evaluate code (human or AI-generated). | Agent | 7 |
| Architect Marketing Agent Engineer Salesforce is seeking an Architect Marketing Agent Engineer to build and deploy AI agents within the Marketing function. This hands-on technical role involves identifying high-value workflows, designing and building agents to automate them, connecting them to existing enterprise tools, and measuring their impact. The ideal candidate has strong software engineering experience, experience with AI-assisted workflows, and can collaborate effectively with business teams. | Agent | 7 |
| Senior/Lead/Principal Software Engineer, Agentforce for Supply Chain Salesforce is seeking experienced engineers for their Agentforce for Supply Chain platform, focusing on building and scaling AI-powered systems that automate supply chain processes. The role involves architecting complex backend systems, integrating with Salesforce ecosystem products, and ensuring AI agents operate accurately and reliably within human workflows. | Agent | 7 |
| Product Manager Product Manager to lead key capabilities behind AI agents and enterprise search built on Salesforce Data 360. This role is ideal for a technical, builder-oriented PM who enjoys rapidly prototyping ideas, experimenting with AI systems, and vibe coding solutions to validate product concepts before they are built at scale. Will own a significant product area of these AI agents and work across engineering, design, AI research teams. | Agent | 7 |
| Missionforce - Associate Forward Deployed Engineer (FDE), Public Sector Associate Forward Deployed Engineer (FDE) for Salesforce's Public Sector team, focusing on deploying AI and transformative solutions for U.S. Department of Defense, Intelligence Community, and Aerospace clients. This role involves hands-on implementation, building AI agents, automating workflows, direct customer collaboration, and contributing to platform roadmap development, particularly within classified environments. | Agent | 7 |