Principal AI Solutions Architect
Job Description
The Principal AI Solutions Architect will support complex, large-scale Specialty Software Engineering initiatives at Wells Fargo (contingent resource assignment). This hybrid role is based in Concord, CA, and emphasizes consulting on high-impact engineering challenges while partnering with client stakeholders. Work authorization in the U.S. without visa sponsorship is required.
Responsibilities
- Consult on complex initiatives with broad impact, including large-scale planning for Specialty Software Engineering efforts.
- Review and analyze complex, multi-faceted, larger scale, or longer-term Specialty Software Engineering challenges that require in-depth evaluation across multiple factors, including intangibles or unprecedented considerations.
- Contribute to the resolution of complex and multi-faceted situations by applying solid understanding of function, policies, procedures, and compliance requirements to meet deliverables.
- Strategically collaborate and consult with client personnel.
Requirements
- Specialty Software Engineering experience, or an equivalent combination demonstrated through work or consulting experience, training, military experience, or education.
- Applicants must be authorized to work for any employer in the United States.
- This position is not eligible for visa sponsorship.
Technical Skills
- Python software engineering
- REST API development
- Microservices architecture
- Distributed systems design
- Backend service development
- FastAPI
- AsyncIO
- Multiprocessing
- Performance tuning and profiling
- Caching strategies
- Database/query optimization
- Event-driven architecture
- High-availability and fault-tolerant system design
Generative AI and LLM Skills
- Generative AI application development
- Large Language Models (LLMs)
- Agentic AI systems
- Multi-agent workflow design
- Retrieval-Augmented Generation (RAG)
- Hybrid RAG architectures
- Knowledge graph-enhanced RAG
- Prompt engineering
- Prompt orchestration
- Tool calling
- LLM routing and fallback strategies
- Fine-tuning evaluation
- Model evaluation frameworks
- Hallucination detection
- Human-in-the-loop validation
- Text-to-SQL using LLMs
- Schema-aware prompting
- Embeddings and semantic search
AI Platform and Architecture Skills
- Enterprise AI platform architecture
- Scalable AI workflow design
- AI governance standards
- AI guardrails implementation
- Responsible AI controls
- PII redaction
- Audit logging
- Model usage monitoring
- Latency, cost, and accuracy optimization
- AI/ML feature engineering
- Recommendation systems
- Feedback loops for model improvement
Data Engineering Skills
- Kafka
- Streaming data pipelines
Databases and Vector Search
- Vector database architecture
- Semantic retrieval
- Re-ranking
- Embedding pipelines
Benefits
- Health Insurance
- Life insurance
- 401K
- Voluntary Benefits
Location: Concord, CA (hybrid)
Compensation: USD 120 - 128 per hourly
Job Type: contract
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