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AI Data and Solution Architect
Skills
Data AnalyticsExecutive VisibilityFood Cost AnalysisGlueManagementOptimizationRegulatory Requirements
What the job involves
The main requirements, responsibilities and hiring steps.
Requirements
- 12+ years in data engineering AI/ML or cloud architecture
- 8+ years leading large-scale data transformation initiatives with 3 delivered engagements minimum
- 5+ years hands-on with generative AI LLMs or agentic AI systems in production
- 3+ years deep AWS experience with Glue Lambda SageMaker and Bedrock
- Expert-level knowledge of agentic AI architecture and design patterns
- Hands-on experience with Claude API or similar LLM APIs
- Highly proficient in Python and PySpark
- Strong understanding of distributed computing and scalability patterns
- Solid experience with data pipeline orchestration and ETL ELT patterns at scale
- Executive presence and ability to influence C-level stakeholders
- Proven mentoring and knowledge transfer experience
Nice to have
- Financial services background
- Regulated industry experience
- AWS Certified Solutions Architect Professional
- AWS Data Analytics Specialty
- Legacy ETL migration experience
- Cost optimisation focus
- On-time delivery track record
Day to day
- Provide strategic leadership and hands-on oversight for a large-scale data-to-AI transformation programme.
- Design review and govern agentic AI systems and LLM-powered workflows end to end including prompt engineering tool calling multi-step reasoning retries fallbacks and state management.
- Architect and steer scalable data pipelines and AI/ML platforms on AWS with deep involvement in distributed computing performance and cost optimisation.
- Own the technical roadmap mentor delivery teams and translate complex AI architecture into clear business outcomes and risk-mitigated execution plans.
Hiring process
- Interested? We are partnering with AWS to deliver a high-stakes AI transformation for a leading fintech. If you want to shape the architecture, not just follow it, we want to hear from you.
