Referso Jobs

The founding Forward Deployed Engineer role involves building AI agents and search integrations with customers, taking them to production, and partnering with engineers to refine architecture.

Locations (2)

New York, New York, United States
San Francisco, California, United States

Compensation

Base pay is $170K to $235K, depending on level. The package adds 10% to 15% variable pay and equity.

Responsibilities

Turn the customer's goal into a working flow of Search, Extract, and Web Search Agent calls, wired into the customer's own code.
Build the first version on the customer's real queries, side by side with the customer's engineer.
Define representative evaluation sets and success criteria with the customer.
Benchmark quality, latency, and cost as you iterate, and instrument production workflows to detect failures and regressions.
Write the orchestration code that keeps the flow stable in production, with fan-out, dedupe, retries, and cost caps.

AI/ML Engineer (Python + LLM)

Jade Global · Posted May 18, 2026

Open

Hyderabad, Telangana, India
4–8 years

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Responsibilities

Strong hands‑on experience in Python development, building data‑driven applications, creating APIs, debugging, testing, and deploying production‑ready solutions.
Must have experience in developing data‑based chatbots using Large Language Models, Retrieval‑Augmented Generation, and structured/unstructured data sources.
Must have hands‑on experience with LLM workflows including prompt engineering, fine‑tuning, model evaluation, response quality analysis, and performance optimization.
Should have strong experience in data processing and preprocessing using Python libraries such as Pandas, NumPy, and other relevant data‑handling frameworks.
Must have experience in FastAPI and REST API development, including creating, consuming, testing, and maintaining scalable APIs.

Requirements

Nice to have: Frontend basics
Nice to have: Microservices
Nice to have: Vector Databases
Nice to have: RAG pipelines
Nice to have: Docker

Skills

Python FastAPI REST APIs Data Processing

LLM evaluations jobs

Compensation

Responsibilities

Skills

Responsibilities

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Skills

Locations (2)

Compensation

Responsibilities

Responsibilities

Requirements

Skills

Requirements

Skills