Associate Director, Platform AI Architect

Position Summary We are looking for an Associate Director to join Vista's Value Creation Team (VCT) in the Product and Technology (P&T) Practice. This role sits at the strategic intersection of architecture, investment diligence, and value creation requiring the rare combination of deep technical credibility, business acumen, and the ability to influence C-level technology leaders across a portfolio. You'll evaluate software architectures through an investment lens, helping identify technical risks that could derail our thesis and building pragmatic roadmaps that unlock value. The ideal candidate can speak fluently to both CTOs and Architects, translating complex architectural challenges into business impact and investment implications. Partner with Vista's investment teams, portfolio company executives, and VCT colleagues across practices to evaluate software architectures, design scalable solutions, and build actionable roadmaps that improve reliability, scalability, cost efficiency, and drive cloud architecture transformation. You'll need to move seamlessly between technical depth (reviewing code, infrastructure, and data flows) and business context (understanding how architecture impacts margins, growth capacity, and competitive positioning). Additionally, You will contribute to various value creation initiatives such as – Cloud FinOps by helping engineering leaders implement cloud cost governance frameworks and optimize architecture for performance and spend efficiency Organizational transformation by helping product and engineering leaders implement AI-first organization for fast, efficient, and high-quality product delivery Engineering Ops and AI impact assessment by partnering with third-party vendors (Jellyfish, DX, Cursor, Windsurf, etc.) and engaging with architecture and engineering leaders to implement balanced metrics scorecard that drives transparency with executives and board alike This is a hands-on, high-impact, cross-functional role that requires the credibility to engage with CPOs, CTOs, architects, and product engineering leaders - distilling complex architectural challenges into clear, strategic recommendations and roadmap priorities that enable growth and innovation across Vista’s enterprise software portfolio. Lead portfolio companies through technology and cloud architecture assessment and create roadmaps for technical debt remediation, resiliency improvements, and Agentic AI innovations. This role will give exposure to investment decision making, value creation, and transformation. It will help you gain practical experience scaling the world’s premier enterprise software/technology businesses. Former members of this team have gone on to accelerate their careers in larger leadership roles within Vista and joined companies in the Vista portfolio as product and engineering leaders. The role is based in Austin, TX, or remote (US-based) locations and is available for an immediate start. We support flexible ways of working with expectation of regular in-person collaboration for critical engagements. Travel required for portfolio company visits, diligence site visits, and Vista team meetings. Responsibilities Evaluate technology and cloud architectures during product and technology diligence to identify scalability risks, technical debt, and architectural constraints that may limit future growth or pose significant threat / exposure to the business. Advise on modernization and transformation strategies, including migration to cloud-native architectures, infrastructure rationalization, multi‑cloud workloads, platform architecture (APIs, tenancy, extensibility), SRE/operability (observability, incident/postmortem rigor), and security by design. Support the Cloud FinOps program by helping portfolio companies implement cloud cost optimization strategies - including architectural reviews, workload right-sizing, and governance models that align spend with value delivery. Develop and communicate architecture roadmaps that balance technical feasibility with investment objectives, identifying pragmatic steps to remediate risks and unlock platform scalability. Collaborate with CTOs and technical leaders across the portfolio to assess current-state architectures, challenge assumptions, and guide design decisions that enable sustainable, efficient growth. Contribute to technology diligence efforts by developing architecture assessment frameworks, performing gap analyses, and helping Vista investment teams understand the technical implications of potential acquisitions. Lead or participate in architectural design sessions, representing Vista as a trusted advisor and credible peer among technology executives. Assess AI/ML infrastructure maturity, including model deployment pipelines, inference optimization, vector database architectures, and agentic system orchestration with focus on LLM ops, prompt engineering infrastructure, and AI observability. Support post‑merger technical integration planning, including architecture consolidation strategies, system rationalization, and unified platform roadmaps. Stay abreast of emerging technology trends across cloud, SaaS, integration, and infrastructure - ensuring Vista portfolio companies leverage modern and efficient approaches to architecture and operations. Qualifications Passion and curiosity for technology, software and data, as well as what makes successful technology companies and investors 7+ years of experience in Enterprise or Cloud Architecture, engineering leadership, or technology transformation roles, with a track record of designing and guiding modern software architectures. Broad exposure across multiple technology stacks, cloud platforms (AWS, Azure, GCP, etc.), and architectural patterns (e.g., distributed systems, microservices, cloud-native, data architecture, integration, and security). Experience leading or significantly contributing to an architecture guild, modernization program, or large‑scale platform redesign. Strong understanding of cloud economics and FinOps practices, with experience improving architectural efficiency and cloud cost visibility. Ability to evaluate architecture maturity, scalability, and risk during technical diligence or due diligence processes. Exceptional communication skills, with the ability to convey complex architectural concepts clearly to both technical and non-technical audiences. Proven ability to collaborate effectively with CTOs, engineering leaders, and investors, influencing decision-making through insight and credibility. Bachelor’s degree in Computer Science, Engineering, or related field; advanced degree preferred. Experience managing vendor relationships and evaluating emerging technology solutions Strong communication and project management skills Excellent analytical and problem‑solving skills, both in individual and collaborative environments Ability to drive cross‑functional analysis, integrating perspectives on technology, business and finance Ability to bring structure to large, complex questions with limited guidance Ability to multi‑task, operate independently, and deliver on tight deadlines Willingness to travel up to 25% of time The annualized base pay range for this role is expected to be between $160,000-215,000. Actual base pay could vary based on factors including but not limited to experience, subject matter expertise and the applicant's skill set. The base pay is just one component of the total compensation package for employees. Other rewards may include an annual cash bonus and a comprehensive benefits package. Company Overview Vista is a leading global investment firm that invests exclusively in enterprise software, data and technology‑enabled organizations across private equity, credit, public equity and permanent capital strategies. The firm brings an approach that prioritizes creating enduring market value for the benefit of its global ecosystem of investors, companies, customers and employees. The focus of Vista’s Value Creation Team is to accelerate the corporate maturity of its companies – building software businesses that excel in product superiority and operational efficiency. Their collective counsel and resources allow companies to unlock opportunity, scale their business and grow sustainably to deliver value to all stakeholders. #J-18808-Ljbffr Vista Equity Partners Management, LLC