Auriga - Software Development Engineer II - Generative AI

Description : About the job :

Job Summary :

Were seeking a hands-on GenAI & Computer Vision Engineer with 35 years of experience delivering production-grade AI solutions.

You must be fluent in the core libraries, tools, and cloud services listed below, and able to own end-to-end model development - from research and fine-tuning through deployment, monitoring, and iteration.

In this role, youll tackle domain-specific challenges like LLM hallucinations, vector search scalability, real-time inference constraints, and concept drift in vision models.

Key Responsibilities :

Generative AI & LLM Engineering :

• Fine-tune and evaluate LLMs (Hugging Face Transformers, Ollama, LLaMA) for specialized tasks
• Deploy high-throughput inference pipelines using vLLM or Triton Inference Server
• Design agent-based workflows with LangChain or LangGraph, integrating vector databases (Pinecone, Weaviate) for retrieval-augmented generation
• Build scalable inference APIs with FastAPI or Flask, managing batching, concurrency, and rate-limiting

Computer Vision Development :

MLOps & Deployment :

Cross-Functional Collaboration :

Required Qualifications :

You must be proficient in at least one tool from each category below :

LLM Frameworks & Tooling :

Agent & Retrieval Tools :

Inference Serving :

Computer Vision Frameworks & Libraries :

Model Optimization :

MLOps & Versioning :

Monitoring & Observability :

Cloud Platforms :

Programming Languages :

Additionally :

Typical Domain Challenges Youll Solve :

(ref : hirist.tech)