AI architecture patternsModel evaluation frameworks
Full Job Posting
Your responsibilities will include
Architectural Blueprinting & Design Recommend the reference architectures for AI related solutions across the enterprise.
Design end-to-end pipelines for Generative AI, Machine Learning, and Agentic workflows.
Ensure that AI solutions are modular, reusable, and aligned with enterprise security and compliance standards.
Recommend the optimal technical stack for specific business use cases.
Partner with AI & Data Governance to ensure architectures align with risk, compliance, and lifecycle requirements.
Technical Feasibility & Scoping Conduct evaluation of the technical feasibility of AI related initiatives.
Conduct rapid prototyping, POCs, MVPs, to validate AI-specific technical assumptions.
Support defining technical requirements, model dependencies, and integration points for AI related initiatives.
Collaborate with Security, Data, and Infrastructure teams to validate architectural assumptions and verify technical fit within the enterprise environment.
Provide high-level effort estimations and resource requirements for AI implementations.
Product Definition & Scalability Support defining what AI models need to move beyond "lab" environments into robust, scalable production systems.
Support defining requirements for scaling
Recommend optimized architectures for latency, cost-efficiency (token management), and reliability.
Assess cost impact of model choices, inference patterns, and orchestration designs to recommend sustainable options.
Establish patterns for AI safety, bias mitigation, and "Human-in-the-loop" architectural components, ensuring architectural decisions follow the AI governance model, including risk reviews, lifecycle stages, and required documentation.
Technical Leadership & Mentorship Act as the "North Star" for tech people involved in the implementation of AI related solutions.
Provide technical oversight and architecture reviews for AI related projects.
Monitor emerging AI patterns (RAG, Fine-tuning, Multi-agent systems).
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Connected Services Field Coach
Drive Success. Build Relationships. Transform Dealership Performance.
Are you passionate about technology, coaching, and helping others succeed? As a Connected Services Field Coach, you'll
Connected Services Field Coach
Drive Success. Build Relationships. Transform Dealership Performance.
Are you passionate about technology, coaching, and helping others succeed? As a Connected Services Field Coach, you'll
Connected Services Field Coach
Drive Success. Build Relationships. Transform Dealership Performance.
Are you passionate about technology, coaching, and helping others succeed? As a Connected Services Field Coach, you'll
Connected Services Field Coach
Drive Success. Build Relationships. Transform Dealership Performance.
Are you passionate about technology, coaching, and helping others succeed? As a Connected Services Field Coach, you'll
Connected Services Field Coach
Drive Success. Build Relationships. Transform Dealership Performance.
Are you passionate about technology, coaching, and helping others succeed? As a Connected Services Field Coach, you'll
Are you looking for a new opportunity?
If you have experience in automotive technical evaluations, then we may be looking for you.
What We Are Looking For:
Do you currently or have you in the past been an ASE certified t
The EU Data Act Compliance Operations Specialist to manage customer and business requests relating to its EU Data Act (EUDA) services. The role supports the delivery of compliant, efficient, and customer-focused operatio
Are You an Automotive Program Leader Who Turns Teams Into Top Performers!
MSX International is seeking an experienced, results-driven Program Manager to lead a geographically dispersed field team supporting a major autom
Collaborate with the AI & Data Transformation Lead to support Value Streams and Support Functions on advisory support for AI uses cases, maintaining and evolving a set of reusable AI architecture patterns and component templates to support enterprise scaling.
Technology Validation & Model Evaluation Design and execute the technical assessment of AI models, and emerging technologies to ensure enterprise-grade performance.
Apply structured LLM validation frameworks to assess model performance, accuracy, safety, and technical suitability.
Review external AI products and services from a technical perspective to gauge architectural fit and integration readiness.
Stay at the forefront of AI research to identify and integrate new technical capabilities (e.g., multimodal models, advanced embedding techniques, reasoning models).
Ensure AI related solutions maintain technical flexibility and avoid architectural lock-in through modular design and standardized AI interfaces.
Maintain concise architectural documentation that supports decision-making, governance, and auditability.
Success in this role means: • AI solutions successfully deployed from concept to production • Scalable, reusable architecture patterns adopted across the enterprise • Optimized cost, performance, and reliability of AI systems • Strong alignment between business needs, engineering delivery, and governance requirements
Education: Bachelor’s or Master’s Degree in Computer Science, Data Science, Software Engineering, or a related quantitative field is required. Solid foundational knowledge in Machine Learning and Software Architecture is essential.
Experience: 5+ years of significant experience in designing end-to-end technical architectures for Machine Learning and Generative AI solutions. Proven track record in conducting technical feasibility assessments, rapid prototyping (POCs/MVPs), and bridging business requirements with engineering execution. Experience with enterprise-scale systems, security standards, and AI governance is critical.
Skills: Expertise in AI design patterns (such as RAG, Fine-tuning, and Agentic workflows) and model evaluation frameworks. Strong technical leadership and mentorship abilities, exceptional stakeholder management across cross-functional teams (Security, Data, Infrastructure), and the capability to optimize architectures for scalability, cost-efficiency, and reliability.
Languages: Professional proficiency in English required ; Italian and/or additional European languages are a plus.
With over 5,000 employees based in more than 80 countries across the globe, our teams provide industry leading expertise that spans:
Consumer Engagement
Parts, Accessories & Service Performance
Actionable Insights
Repair Optimization & Compliance
Learning Solutions
Distribution & Sales Performance
Our proven track record means that we now partner with almost every car manufacturer on the market.
The MSX Purpose
To empower Movers and Makers to thrive in our ever-changing world
The MSX Mission
To harness our expertise in mobility, the creativity of our global teams, and the power of technology, to craft tailored, sustainable and innovative solutions.
The MSX Vision
To be the clients’ first choice, recognized for our operational excellence and commitment to driving change and innovation in the mobility industry.
MSX is an equal opportunities employer and encourages applications from suitably qualified and eligible candidates regardless of sex, race, disability, neurodiversity or other personal characteristics and backgrounds, age, sexual orientation, gender reassignment, religion or belief, or marital and parental status. As users of the Disability Confident scheme, we interview all disabled applicants who meet the minimum criteria for the vacancy.
About MSX International
Automotive5000 employeesFounded 1996
Provides outsourced business services and technology to automotive manufacturers.