Just Hired

FOR_ENGINEERING / TECHNICAL_JOB_INTELLIGENCE

They want Go and Kubernetes.
You have Python and Docker.

Stack mismatches get you filtered before a human sees your name. Generic AI tools hallucinate experience you don’t have — a career-ending risk in engineering. Just Hired repositions your actual stack in the language of the role, without inventing a single technology.

STACK_ANALYSIS ACTIVE
YOUR STRATEGY FOR THIS ROLE
“Lead with your cloud-native CI/CD experience — the Kubernetes requirement is a stated preference, not a blocker. Your Docker and container orchestration work covers 80% of what they actually need.”
78%
POTENTIAL ALIGNMENT
2 min
TO APPLY
STACK MATCH ANALYSIS
Python / FastAPIMATCH
Docker → KubernetesREFRAME
CI/CD (GitHub Actions)MATCH
THE ENGINEERING SEARCH PROBLEM

The ATS doesn’t know that Docker
and Kubernetes are 90% the same job.

Engineering job searches are won and lost on keyword matching. ATS systems filter for exact technologies and tools, even when your transferable experience is directly relevant. Worse: most AI resume tools hallucinate experience you don’t have — a dangerous practice in a field where technical screening will immediately surface lies. Just Hired never fabricates. It repositions what’s already there.

I have 5 years of distributed systems experience but I get filtered out of roles because I use Kafka instead of RabbitMQ. The underlying concepts are identical.
I tried using ChatGPT to tailor my resume and it added experience with tools I’ve never used. A technical screen would have exposed me immediately.
Every posting says “proficiency required” for tools that are listed as nice-to-have elsewhere. I can’t tell which requirements are real blockers and which are aspirational.
HOW_JUST_HIRED_HELPS / ENGINEERING

Intelligence built for technical job searches.

01

Recruiter’s View separates genuine blockers from wish-list requirements

Not every “required” technology is actually required. Recruiter’s View analyses the full posting to identify which gaps are Must-Haves (deal-breakers if missing) and which are Nice-to-Haves (advantages but not filters). Stop disqualifying yourself from roles where the stack gap is bridgeable — and stop wasting time on roles where it genuinely isn’t.

02

Anti-hallucination guarantee — your actual stack, repositioned

Just Hired never adds experience you don’t have. The AI only repositions technologies and skills that already exist in your resume, framing your Docker experience in container orchestration language, your AWS work in cloud-native terms, your Python scripts in the data pipeline language the role uses. What you present to a technical interviewer is always grounded in your real background.

“Your distributed systems experience in Python maps directly to their Go microservices architecture — emphasize the patterns, not the language syntax.”
03

Insider Intel decodes whether “proficiency” means daily use or general familiarity

Job postings in engineering are written by recruiters who often don’t understand the technical stack in depth. Insider Intel decodes the responsibilities, infers what tools are actually used day-to-day vs. mentioned aspirationally, and tells you what “strong fundamentals” really means at this company. Go into every application knowing what the technical screen will actually test.

04

ATS Keyword Injection surfaces your transferable technical skills without fabrication

Just Hired’s ATS keyword injection adds the exact terminology the role’s ATS is filtering for — matched to real experience you have. If you’ve built CI/CD pipelines, that experience gets surfaced in the pipeline tooling language this specific role uses. Your professional summary is rewritten to pass the ATS scan while remaining technically accurate in a screening interview.

YOUR_WORKFLOW / ENGINEERING_SEARCH

How engineers use Just Hired.

STEP 01

Upload your current resume

Just Hired reads your stack, your architecture patterns, your contributions, and your domain experience. 58-second setup. The system understands technical context — it knows Docker and Kubernetes aren’t the same but understands the overlap.

STEP 02

Identify bridgeable roles and decode the real requirements

Filter your board for POTENTIAL alignment — roles where your stack has genuine overlap. Run Insider Intel to understand whether the “required” technologies are daily-use blockers or interview conversation starters. Apply only where the gap is bridgeable.

STEP 03

Tailor your stack narrative and apply in 2 minutes

One click rewrites your resume to match the role’s technical language — without hallucinating a single tool. The extension fills your application on any career page in 2 minutes. You go into every technical screen with a resume that says exactly what the ATS was scanning for.

START YOUR ENGINEERING SEARCH

Your stack is more relevant
than the ATS thinks.

3 free intelligence runs every week. No hallucinations. No fabricated experience. 58-second setup.

FREE · 58-SECOND SETUP · NO CREDIT CARD