AI Solutions Architect (GenAI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
AI Solutions Architect (GenAI): Designing and deploying mission-critical AI applications and agentic workflows on the Data Platform for government agencies with an accent on MLOps pipelines and secure, air-gapped environments. Focus on optimizing model inference, building RAG architectures, and transforming legacy data silos into AI-ready formats.
Location: Remote (US) - Active Top Secret Security Clearance and CI/FS Polygraph required
Company
empowers organizations to transform complex data into actionable insights through its open-source powered data platform.
What you will do
- Design and implement AI model strategies, selecting between LLMs, SLMs, or traditional ML based on mission needs.
- Build agentic workflows and RAG architectures to ground AI responses in verified agency facts.
- Develop robust data pipelines using Spark, NiFi, and Kafka to prepare legacy data for AI.
- Optimize model inference via quantization and pruning, managing LLMOps to monitor performance and drift.
- Collaborate with government AI Centers of Excellence to ensure FedRAMP/IL5 compliance and ethics guardrails.
Requirements
- 5+ years in Data Engineering, ML, or Software Engineering, with 2+ years focused on Generative AI or Deep Learning.
- Expertise in Python and deep learning frameworks such as PyTorch, TensorFlow, and Hugging Face.
- Proficiency with orchestration tools like LangChain, LlamaIndex, or Haystack.
- Experience with (CDP), Spark, and SQL/NoSQL/Vector databases.
- Active Top Secret Security Clearance and Active Counterintelligence (CI) or Full Scope (FS) Polygraph.
- Must be authorized to work in the US without immigration sponsorship.
Nice to have
- Experience with PEFT and LoRA for domain-specific fine-tuning of foundational models.
- Experience with air-gapped deployments and managing AI workloads in disconnected environments.
- Experience installing and operating Kubernetes.
- Advanced degree (MS or PhD) in Computer Science or Data Science.
Culture & Benefits
- Generous PTO policy and "Unplugged Days" to support work-life balance.
- Flexible WFH policy and phone/internet reimbursement program.
- Comprehensive benefits and competitive compensation packages.
- Access to continued career development and paid volunteer time.
- Mental and physical wellness programs.
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