Try it with a sample candidate

Run one real scoring without touching real data.

1. Create the sample role

Go to Roles and paste this short job description:

Backend Developer, Payments team. Must-haves: 4+ years backend development, Python, production SQL, REST API design. Nice to have: Kubernetes in production, payments domain experience.

2. Score the sample CV

Click Score a CV, pick the sample role, choose paste mode and paste the CV below, then run the assessment. It takes about a minute; the activity panel shows real progress.

3. Read the report

Maya lands in the worth-an-interview band with one visible soft gap (Kubernetes), so you will see real evidence rows, a real what-to-verify item, and an interview kit with something concrete to probe.

When you are done, delete the sample role from Roles; her report goes with it.

The sample CV

MAYA SAMPLETON

Backend Developer | Tel Aviv | maya.sampleton@example.com | 054-000-0000

(Sample candidate. Not a real person.)

SUMMARY

Backend developer with 5 years building payment and billing systems in Python.

Comfortable owning a service from design to production. Looking for a team where

reliability actually matters.

EXPERIENCE

Backend Developer, Payflux (payments infrastructure startup), Tel Aviv

2023 to present

• Own the refunds service: Python, FastAPI, PostgreSQL. Handles roughly 40,000

refund requests a month.

• Cut refund processing failures from 2.1 percent to 0.4 percent by rewriting the

retry logic and adding idempotency keys.

• On-call one week a month. Wrote the runbook the whole team now uses.
• Some exposure to Kubernetes: our services run on it, but the platform team

owns the cluster. I deploy with Helm charts I did not write.

Backend Developer, Cloudlet Systems (B2B SaaS, 120 people), Herzliya

2021 to 2023

• Built the usage-metering pipeline that billing runs on: Python workers,

RabbitMQ, PostgreSQL.

• Designed and shipped the public REST API for usage exports, now used by

around 30 enterprise customers.

• Mentored one junior developer through her first production feature.

Junior Developer, Cloudlet Systems

2020 to 2021

• Bug fixes and small features across the billing codebase. Moved to the

metering team after 10 months.

SKILLS

Python (5 years), FastAPI, PostgreSQL, RabbitMQ, Redis, REST API design,

pytest, Git, basic Docker, Helm (user level)

EDUCATION

B.Sc. Computer Science, The Open University of Israel, 2020

LANGUAGES

Hebrew (native), English (fluent)