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AI Solutions Architect – FS, CI Polygraph Required
ClouderaAI Solutions Engineer transforming data chaos into actionable AI applications for the Public Sector Consulting team. Working with government organizations on Cloudera Data Platform implementations.
Tech Stack
Tools & technologiesAngularDjangoETLJavaKafkaNoSQLPythonPyTorchReactScalaSparkSQLTensorflow
About the role
Key responsibilities & impact- Evaluate and select optimal model architectures (LLMs, SLMs, or traditional ML) based on mission requirements, considering tradeoffs between accuracy, latency, and cost.
- Guide customers on "Build vs. Buy vs. Fine-tune" decisions, prioritizing open-source models (Llama, Mistral, Falcon) that can run securely within a sovereign data perimeter.
- Experience building Agentic Workflows (AI agents that can execute API calls and multi-step tasks).
- Design and implement robust data pipelines within CDP to transform "messy" legacy data into AI-ready formats.
- Develop and optimize Vector Databases and Retrieval-Augmented Generation (RAG) architectures to ground AI responses in verified agency facts.
- Build Data pipelines with Spark, Nifi, Kafka or other ETL tools.
- Optimize model inference for production environments using quantization, pruning, and hardware acceleration (NVIDIA GPU orchestration).
- Implement LLMOps to monitor model performance, detect hallucination rates, and manage model versioning and drift.
- Collaborate with the customer’s AI Center of Excellence (CoE) to establish automated guardrails for ethics, bias mitigation, and FedRAMP/IL5 compliance.
- Translate complex technical AI concepts into mission-value briefings for GS-level stakeholders and agency leadership.
Requirements
What you’ll need- 5+ years in Data Engineering, Machine Learning, or Software Engineering, with at least 2 years focused on Generative AI or Deep Learning.
- Expertise in Python and deep learning frameworks (PyTorch, TensorFlow, Hugging Face).
- Hands-on experience with Cloudera (CDP), Spark, or similar big data ecosystems.
- Proficiency in orchestration tools like LangChain, LlamaIndex, or Haystack.
- Experience developing visual data representations and dashboards (Django, React, or Angular).
- Experience using a compiled programming language, preferably one that runs on the JVM (Java, Scala, etc).
- Proven ability to build ETL/ELT pipelines and work with both SQL and NoSQL/Vector databases (e.g., Pinecone, Milvus, or PGVector).
- Understanding of government security frameworks (NIST AI RMF, FedRAMP, SRGs, STIGs).
- Active Top Secret Security Clearance.
Benefits
Comp & perks- Generous PTO Policy
- Support work life balance with Unplugged Days
- Flexible WFH Policy
- Mental & Physical Wellness programs
- Phone and Internet Reimbursement program
- Access to Continued Career Development
- Comprehensive Benefits and Competitive Packages
- Paid Volunteer Time
- Employee Resource Groups
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
Pythondeep learning frameworksPyTorchTensorFlowHugging FaceETL/ELT pipelinesSQLNoSQLVector databasesGenerative AI
Soft Skills
collaborationcommunicationtechnical translationcustomer guidanceethicsbias mitigation
Certifications
Top Secret Security Clearance