The PNC Financial Services Group, Inc

Solution Architect Senior - AI/ML Architecture

Enterprise Technology
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • 8+ years of relevant industry experience in solution design and system architecture.
  • Strong background in solution, platform, system, application, and data architecture.
  • Demonstrated expertise in AI/ML and Generative AI capabilities at enterprise scale.
  • Higher education (Bachelor’s, Master’s or PhD preferred) or equivalent experience in lieu of a degree.
  • Experience in using architectural frameworks like TOGAF.

Responsibilities

  • Develop and resolve complex architecture issues across multiple initiatives.
  • Design solution architecture for large programs aligned with enterprise strategies.
  • Define and govern data architecture patterns, ensuring AI readiness.
  • Provide architectural leadership for data platforms and ecosystems.
  • Communicate with stakeholders to analyze business requirements and make recommendations.

Benefits

  • Comprehensive health coverage including medical, dental, and vision.
  • 401(k) plan with employer matching contributions.
  • Generous paid time off and vacation policies.
  • Wellness programs to support physical and mental health.
  • Employee development resources and training programs.
Full Job Description

Position Overview

As a Solution Architect Senior within PNC's Technology organization, you will be based in Pittsburgh, PA; Cleveland, OH; Birmingham, AL; Dallas, TX or Denver, CO .

This senior-level position is responsible for Strategy, Architecture, and Innovation spanning business, application, platform, data, and AI/ML domains. It interacts with senior business and technology leaders, SMEs, and business architecture partners to bridge current state needs with future state objectives, culminating in technology, data, and AI strategies and solution architectures that enable business outcomes and drive transformation.
In this role, you will draw upon deep business, technology, data, and AI/ML architecture experience to partner with key stakeholders and ensure that strategic perspectives, architectures, artifacts, and roadmaps are well crafted, clearly communicated, and achieve stakeholder consensus. You will be required to understand complex business processes, system interactions, and data flows to develop modern, scalable architectures that support large scale transformation initiatives, including AI-enabled products, analytics, and automation use cases.

Candidates should have a strong background in solution, platform, system, application, and data architecture, with solid working knowledge of business architecture, and demonstrated experience enabling AI/ML and Generative AI (GenAI) capabilities at enterprise scale. This role will assess and drive integration, data, and AI platform strategies to gain operational efficiencies, optimize product offerings, and deliver a compelling client value proposition—ensuring the bank’s portfolio of business capabilities, data assets, models, and enabling platforms are leveraged to their full potential.

This position is highly visible and influential, demanding the ability to be strategic, conscientious, and deliberate. The role requires proven thought leadership, strong networking and interpersonal skills, political and emotional intelligence, excellent written communication, and the ability to understand and anticipate emerging business needs, data requirements, AI capabilities, and technology trends—while partnering with risk and governance teams to promote responsible AI (e.g., model risk management, fairness, explainability, privacy, and security).

This role:
• Develops solution, data, and AI/ML architecture and resolves complex issues across a variety of initiatives through requirements analysis, architectural leadership, and project supervision.
• Designs solution architecture for large or complex programs, including system, application, data, and AI service designs, in alignment with enterprise strategies, standards, and target state roadmaps.
• Defines and governs data architecture patterns, including logical and physical data models, canonical data structures, data domains, and master/reference data strategies, ensuring they support AI-ready data (quality, timeliness, lineage, and feature availability).
• Provides architectural leadership for data platforms and data ecosystems, including data warehousing, data lakes/lakehouses, analytical platforms, streaming architectures, and cloud based data services—enabling AI/ML platforms (e.g., feature stores, model training and inference services) where appropriate.
• Establishes and enforces best practices for data modeling (conceptual, logical, physical), data integration, data quality, metadata management, lineage, and lifecycle management, including practices that support model governance and auditability.
• Partners with business, analytics, and engineering teams to ensure architectures support reporting, analytics, AI/ML and GenAI, regulatory, and operational use cases, including defining reference architectures and reusable patterns.
• Provides consulting and guidance to IT, data engineering, and AI/ML engineering teams on data design, integration patterns, storage technologies, ML Ops practices, and architectural tradeoffs, including enablement of agentic coding workflows (e.g., AI-assisted development, test generation, code review, and secure SDLC integration).
• Defines reference architectures, patterns, and guardrails for agentic development (e.g., repository-aware coding agents, workflow orchestration, prompt/tool governance, evaluation, and telemetry), ensuring alignment with security, privacy, and regulatory expectations.
• Develops solutions that account for non functional requirements (e.g., scalability, performance, resiliency, security, privacy, and regulatory compliance) and applies appropriate architectural tactics to meet them, including AI-specific requirements such as model monitoring, explainability, and secure inference.
• Communicates with clients and stakeholders to analyze business requirements, data needs, and processes; produces architecture recommendations that align business, technology, data, and AI strategies, including prioritizing high-value AI use cases and required capabilities.
• Oversees architecture outcomes across initiatives, ensuring solution, data, and AI architectures meet functional, non functional, and governance requirements at each phase.
• Collaborates with enterprise data governance and risk partners to ensure architectures align with data governance, security, privacy, regulatory standards, and model risk management (including appropriate controls for GenAI where applicable).
• Explores new and emerging technologies and capabilities (e.g., cloud-native data services, GenAI and AI/ML platforms such as Microsoft AI Foundry, vector search, streaming, agent frameworks/orchestration, metadata and governance tooling), developing strategic viewpoints on how they enable business outcomes or introduce disruption.
• Practices strong decision making and critical thinking by fully analyzing complex business, technology, and data related issues and driving productive, well reasoned outcomes.
• Practices enterprise systems thinking, with a broad understanding of application, infrastructure, integration, and data architectures and how they collectively enable business capabilities.

PNC is an in-office company that fosters a supportive culture where employees can thrive and achieve balance. We encourage candidates to connect with their recruiter and hiring manager to understand workplace expectations and ensure the role aligns with their goals.

 

PNC will not provide sponsorship for employment visas or participate in STEM OPT for this position.

Job Description
  • Develops solution architecture and resolves complex issues in a variety of projects through the implementation of requirements analysis, expertise support and project supervision.
  • Designs solution architecture in large or complex programs, including system and application designs, software and technical architecture, in accordance with strategies and objectives.
  • Provides expertise for the solution architecture team and other IT staff on a variety of issues in software designs, system architecture and solution-oriented technologies.
  • Communicates with clients and analyses business requirements and processes; makes recommendations, and leads in shaping future plans in solution architecture.
  • Oversees solution architecture project outcomes, including hardware and software design; ensures that each project phase meets overall requirements.

PNC Employees take pride in our reputation and to continue building upon that we expect our employees to be:

  • Customer Focused - Knowledgeable of the values and practices that align customer needs and satisfaction as primary considerations in all business decisions and able to leverage that information in creating customized customer solutions.
  • Managing Risk - Assessing and effectively managing all of the risks associated with their business objectives and activities to ensure they adhere to and support PNC's Enterprise Risk Management Framework.

Qualifications

Successful candidates must demonstrate appropriate knowledge, skills, and abilities for a role. Listed below are skills, competencies, work experience, education, and required certifications/licensures needed to be successful in this position.

Preferred SkillsCompetitive Advantages, Customer Solutions, Design, Enterprise Architecture Framework, Machine Learning (ML), Risk Assessments, Technical Knowledge

CompetenciesAnalytical Thinking, Effective Communications, Effectiveness Measurement, Industry Knowledge, IT Standards, Procedures & Policies, Planning: Tactical, Strategic, Platform Architecture, Problem Solving, Software Product Design/Architecture, The Open Group Architecture Framework (TOGAF)

Work ExperienceRoles at this level typically require a university / college degree. Higher level education such as a Masters degree, PhD, or certifications is desirable. Industry relevant experience is typically 8+ years. Specific certifications are often required. In lieu of a degree, a comparable combination of education, job specific certification(s), and experience (including military service) may be considered.

EducationBachelors

CertificationsNo Required Certification(s)

LicensesNo Required License(s)

Pay Transparency

Base Salary: $112,000.00 – $228,800.00

Salaries may vary based on geographic location, market data and on individual skills, experience, and education. This role is incentive eligible with the payment based upon company, business and/or individual performance.

Application Window

Generally, this opening is expected to be posted for two business days from 04/02/2026, although it may be longer with business discretion.

Benefits

PNC offers a comprehensive range of benefits to help meet your needs now and in the future. Depending on your

About The PNC Financial Services Group, Inc

PNC is a financial service company providing bank deposit products and services to its community. The company assets (as of December 31, 2011) of approximately $271.2 billion. PNC operations include a regional banking franchise operating primarily in nineteen states and the District of Columbia with more than 2,700 branches, online and mobile services together with 7,400 ATM machines, specialized financial businesses serving companies and government entities, and asset management and processing businesses.

The PNC Financial Services Group, Inc Careers

Join the vibrant team at The PNC Financial Services Group, Inc, a leader in financial services and a beacon of innovation and professional excellence. At PNC, we are committed to fostering a workplace where every team member can thrive and contribute to our collective success.

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Embark on a career with PNC and be part of a company that values diversity, leadership, and professional growth. Our team is dedicated to helping individuals and communities thrive by living our values and demonstrating our commitment to performance and integrity.

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Whether you're starting your career or looking to make a change, PNC offers a range of job opportunities and internships that will harness your skills and ignite your passion for financial services. From entry-level positions to leadership roles, PNC is hiring across various departments, ensuring a place for every talent and ambition.

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At PNC, innovation and leadership go hand in hand. Join us at the forefront of financial services, where your ideas can lead to better customer solutions and enhanced operational efficiency. Our culture encourages curiosity and initiative, allowing you to take your career to new heights through continuous learning and leadership opportunities.

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PNC is not just a company; it's a place where you can shape your future. With robust training programs, including diversity training and professional development courses, we prepare our employees for sustained success. Career growth at PNC is supported by our commitment to mentorship and development, helping you build a rewarding career filled with exciting challenges and opportunities.

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Choosing to work at PNC means you value a culture that promotes mutual respect and teamwork. We offer competitive benefits that support the health, well-being, and financial security of our employees and their families. At PNC, we understand that our success as a company depends on the health, happiness, and productivity of our team members.

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Advance your career through PNC’s vast networking opportunities. Connect with leaders and peers within the company through various events, training sessions, and community programs. Our commitment to professional growth is evident in our proactive approach to networking and development, helping you build meaningful connections and enhance your career trajectory.

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Ready to make a significant impact? Explore the current openings at The PNC Financial Services Group, Inc and find the position that matches your skills and interests. We are looking for passionate, driven, and creative team players who are ready to take the next step in their careers.

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Explore, Innovate, Grow with PNC

At The PNC Financial Services Group, Inc, your career is what you make it. Join us and discover how your unique talents can be honed and appreciated in an environment that fosters professional and personal growth. Let’s build the future of financial services together.

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Learn more about The PNC Financial Services Group, Inc
Size
57,668 employees
Market Cap
$62.6 billion
Industry
Net Income
$7.5 billion
Founded
1845
5 Year Trend
+2.9%
NASDAQ

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