- Company Name
- Projective Group
- Job Title
- GenAI Engineer
- Job Description
-
Job Title: GenAI Engineer
Role Summary: Design, implement, and optimize generative AI solutions for financial services, integrating large language models, retrieval‑augmented generation, and AI agents into scalable, secure production pipelines.
Expectations: Deliver high‑quality, reliable GenAI products; minimize hallucinations; enforce guardrails; manage prompt library; collaborate with domain experts and back‑end teams; continuously refine models and prompts for accuracy and safety; document processes and promote best practices across the organization.
Key Responsibilities:
- Design and deploy GenAI architectures, including LLMs, RAG pipelines, vector databases, and agent frameworks.
- Develop and iterate prompts, prompt chains, system prompts, and prompt templates; version and evaluate prompt performance.
- Configure and test AI agents, including multi‑agent coordination, balancing automation and human oversight.
- Integrate back‑end services, APIs, and business logic to ensure end‑to‑end functionality and scalability.
- Manage the organization’s prompt library, maintaining a curated repository and ensuring consistent usage.
- Monitor inference costs, apply safety filters, guardrails, and mitigate prompt‑injection risks.
Required Skills:
- Strong programming in Python and TypeScript.
- Practical experience with LLM and embedding models, RAG frameworks (e.g., LangChain, Semantic Kernel, LlamaIndex).
- Knowledge of vector databases and similarity search (Pinecone, Elasticsearch, Azure AI Search, Chroma, Weaviate).
- Prompt engineering, orchestration, templating, versioning, and evaluation techniques.
- Deployment and automation of GenAI workflows, cost management, and AI safety practices.
- Fluency in English.
Required Education & Certifications:
- Master’s degree in Computer Science, Data Science, Mathematics, Artificial Intelligence, or a related quantitative field.
- No specific certifications required beyond the Master’s degree, although relevant AI/course certifications are encouraged.