We are seeking a highly skilled and motivated Solution Architect with experience in Generative AI. You will design the blueprints for our AI ecosystem—selecting models, designing RAG (Retrieval-Augmented Generation) pipelines, and ensuring our AI initiatives are scalable and ethical.
Responsibilities
System Design: Architect end-to-end GenAI solutions, including model selection (LLMs, SLMs, Multi-modal), vector database orchestration, and API integration; Infrastructure & Scaling: Design high-performance inference pipelines and determine the best deployment strategies (Cloud vs. On-prem); RAG & Data Strategy: Build robust Retrieval-Augmented Generation architectures to connect LLMs with our proprietary data; Governance & Security: Implement "AI Guardrails" to manage hallucination, data leakage, and prompt injection risks; Cost Management: Optimize token usage and compute costs—ensuring we aren't "burning money" on over-engineered solutions; Prototyping: Rapidly build Proofs of Concept (PoCs) to test the feasibility of new AI featuresRequirements
Bachelor's or Master's degree in Computer Science, Engineering, Artificial Intelligence, or a related field; Proven experience (typically 3+ years) as a Solution Architect or a similar role, ideally with exposure to AI/ML; Deep expertise in LangChain, VertexAI; Hands-on experience with Gemini, Anthropic (Claude), and Open Source models (Llama 3, Mistral); Proficiency with Graph & Vector DBs; Strong Python skills and experience with API frameworks like FastAPI or Flask; Experience with AWS Bedrock and Google Vertex AI; Solid understanding of software development lifecycle (SDLC), Agile methodologies, and DevOps practices (CI/CD, infrastructure-as-code); Experience with containerization technologies (e.g., Docker, Kubernetes); Excellent problem-solving, analytical, and critical thinking skills; Strong communication, presentation, and interpersonal skills, with the ability to explain complex technical concepts to both technical and non-technical audiences; Awareness of potential compliance risks and commitment to act with integrityBenefits
Flexible working arrangementsJak aplikować
Aplikuj online: https://www.jobs.pl/oferta/100002158/aplikuj
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