# Edxperimental Labs Candidate Application Packet

Edxperimental Labs is hiring for visible work. A useful application includes one artifact that proves research taste, benchmark discipline, builder speed, or sales-engineering clarity.

## How to Apply

Email Sanjay Prasad at sanjay@edxperimentallabs.com with:

- Your preferred role track.
- A short note explaining why this work fits you.
- One artifact link or attachment.
- Three links to prior work, code, writing, analysis, demos, or public notes.
- Your availability for project-based work or a first conversation.

## Role Tracks

### AI research analyst

Status: Open to exceptional candidates

Work sample: Write a source-backed memo on one model, benchmark, provider, or cost curve. Include one original chart, three primary sources, and a buyer decision.

Evaluation: Source quality; Chart clarity; Decision usefulness; Failure-mode honesty.

### Benchmark engineer

Status: Project-based first

Work sample: Design a workflow benchmark packet with expected output, hidden checks, scoring rubric, trace schema, and replay plan.

Evaluation: Task realism; Rubric precision; Replayability; Leakage control.

### Sales engineer

Status: Selective outreach

Work sample: Prepare a discovery memo for a client evaluating AI in one workflow. Convert the problem into a one-week benchmark sprint and handoff plan.

Evaluation: Client diagnosis; Scope discipline; Technical translation; Next-step quality.


## Artifact Menu

- Benchmark note: A short critique of SWE-bench, BrowserGym, HELM, LiveBench, OSWorld, tau-bench, or an enterprise workflow benchmark.
- Cost model: A spreadsheet, notebook, or code snippet estimating cost per accepted output for a real AI workflow.
- Workflow task: A task packet with expected output, evidence requirement, scoring rubric, and likely failure modes.
- Studio demo: A small interface, notebook, or script that makes an AI evaluation easier to inspect.

## Contacts

- Sanjay Prasad (Research direction, benchmark design, and technical delivery): sanjay@edxperimentallabs.com
- Saujas (Sales engineering, client discovery, and solution design): saujas@edxperimentallabs.com