AI Engineer
Core
Design and deploy Gen AI and ML features to enhance cybersecurity solutions for business-critical applications.
Role type
Senior IC AI Engineer (Gen AI/LLM)
Builds
Intelligent cybersecurity features for SAP and Oracle landscapes
Domain
Cybersecurity / Generative AI
Deliverable
production ML models
Required skills
Python, REST API, API architecture, multi-tenant system design, Apache Spark, Databricks, Snowflake, AWS, deep learning, Transformer architectures, model quantization, AI evaluation frameworks, LLM observability, LLM orchestration, multi-agent system design, Model Context Protocol (MCP), vector databases
Preferred skills
AWS Sagemaker, AWS Bedrock
Technologies
vLLM, LoRA, QLoRA, RAG, CAG, KAG
Responsibilities
Partner with data engineers to enable data ingestion and consumption via Model Context Protocol (MCP); Adapt and tune open-weights Small Language Models (SLMs) using LoRA and QLoRA fine-tuning; Design and implement hybrid retrieval architectures including RAG, CAG, and KAG; Implement production-grade LLM/NLI observability and evaluation tools; Host, serve, and scale fine-tuned models using low-latency runtimes like vLLM; Translate complex agentic workflows into clean software architectures
Seniority
Senior, hands-on IC