Solutions Architect - AI
Philadelphia, PA 19106, United States
USD 26K-26K (estimate) Senior-level Full Time
Tasks
- Architect defenses against AI attack vectors
- Architect end-to-end AI solutions
- Build model feedback loop infrastructure
- Define Generative AI and LLM usage standards
- Define enterprise AI architecture
- Define integration patterns for retail platforms
- Define secure by design AI standards
- Design AI systems for search recommendations personalization and forecasting
- Design prompt orchestration and agent workflow patterns
- Design reusable LLM deployment and fine tuning patterns
- Develop AI reference architectures
- Establish GenAI and LLM observability standards
- Establish MLOps and AIOps practices with CI CD for models
- Establish open source governance standards
- Evaluate and recommend AI cloud services and frameworks
- Implement AI observability framework and monitoring
- Lead AI red teaming and adversarial testing
- Lead build vs buy vs open source architecture decisions
- Mandate AI native productivity tooling usage
- Own AI security threat model
- Select evaluate and integrate open source AI frameworks
- Translate retail business problems to AI solution blueprints
Perks/Benefits
- N/A
Skills/Tech-stack
AI Observability | AIOps | AWS | Adversarial Attacks | Agentic Workflows | Amazon SageMaker | Azure | Azure Machine Learning | CI/CD | Cost monitoring | Data Drift | Data Drift Detection | Data Pipelines | Data Streaming | Data poisoning | Databricks | Drift Detection | Evidently AI | Feast | Google Cloud | Guardrails | Hugging Face | Human-in-the-loop | LLM Deployment | LLM security | Lakehouse | Langchain | Llama.cpp | Llamaindex | MLOps | MLflow | Machine Learning | Model Monitoring | Model inversion | Ollama | OpenLLM | Prompt engineering | Prompt injection | Prompt orchestration) | PyTorch | Python | RAG | Ray | Red Teaming | Scikit-learn | Secure LLM | Secure LLM Deployment | Snowflake | TensorFlow | The Loop | Tool-Calling | VLLM | Vector Search | Vertex AI | WhyLogs
Education
N/A
Regions
Countries
States
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