Gen AI Solution Architect (Remote) jobs in United States
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BigStep Technologies · 1 month ago

Gen AI Solution Architect (Remote)

BigStep Technologies is seeking an experienced Senior AI/ML Engineer to lead the design and implementation of AI-powered solutions leveraging large language models and advanced generative technologies. The role involves defining the technical vision and architecture for enterprise-grade GenAI systems and collaborating with various teams to operationalize and monitor generative AI models.

Mobile AppsSoftwareWeb Development
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Growth Opportunities

Responsibilities

Design and architect end-to-end Generative AI solutions (text, image, speech, code, etc.) that meet business objectives and technical requirements
Define scalable architectures for LLM integration, prompt orchestration, retrieval-augmented generation (RAG), and multi-agent workflows
Evaluate and select appropriate AI models, frameworks, and cloud services (e.g., OpenAI, Anthropic, Hugging Face, Azure OpenAI, Vertex AI)
Develop architecture blueprints, data flows, and API integration strategies
Provide technical direction and mentorship to development teams on GenAI solution design and deployment best practices
Partner with Data Scientists, ML Engineers, and MLOps teams to operationalize and monitor generative AI models
Guide the implementation of responsible AI practices, including bias detection, data governance, and model explainability
Stay ahead of emerging GenAI technologies, frameworks, and model capabilities
Prototype and evaluate new approaches (e.g., RAG, fine-tuning, LoRA, function calling, multi-agent systems) to accelerate solution development
Drive proof-of-concepts (PoCs) and pilot initiatives to demonstrate business value
Collaborate with business leaders, product managers, and clients to identify use cases, gather requirements, and define success metrics
Translate business challenges into AI-powered solutions with measurable outcomes
Present architecture designs and recommendations to technical and executive audiences

Qualification

Generative AILLM-based solutionsOpenAI APICloud AI platformsPythonMLOps pipelinesStakeholder engagementSolution designArchitecture patterns

Required

8+ years of experience in software architecture, solution design, or AI/ML systems development
2+ years specifically in Generative AI, LLM-based solutions, or AI product architecture
Strong hands-on experience with OpenAI API, LangChain, LlamaIndex, Hugging Face, or similar frameworks
Experience with Vector databases (e.g., Pinecone, Weaviate, FAISS, Milvus)
Experience with Cloud AI platforms: Azure AI, AWS Bedrock, Google Vertex AI
Experience with Python, FastAPI, RESTful APIs, microservices, and MLOps pipelines
Deep understanding of LLM lifecycle management, prompt engineering, model evaluation, and data pipelines
Familiarity with enterprise AI architecture patterns — security, scalability, monitoring, and governance
Strong presentation and stakeholder engagement skills

Company

BigStep Technologies

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BigStep Technologies is an end-to-end digital technology solutions provider.

Funding

Current Stage
Growth Stage
Total Funding
unknown
2025-01-17Acquired
Company data provided by crunchbase