THE FUTURE OF WORK-BASED HIRING

What if hiring tested the work, not the interview?

Traditional interviews test how candidates answer questions. Jobcraft is building a new way to evaluate people through realistic work simulations — so companies can see how candidates actually solve problems.

JOBCRAFT / ENGINEERING SIMULATION
SIMULATION ACTIVE
SIMULATION ACTIVITY LOG session_id: #sim-8942
  • 09:42 Opened repository
  • 09:46 Investigating connection pool
  • 09:51 ! Test failed
  • 09:54 Debugging timeout
  • 10:02 Implemented fix
  • 10:08 Added tests
  • 10:14 Requirement changed
  • 10:21 Refactored
  • 10:31 All tests passed _
WORK SIGNAL COMPUTED REALTIME
Problem Solving 91
Debugging 94
Testing 88
Architecture 86
AI Collaboration 92

The interview isn't the job.

A candidate can perform brilliantly in an interview and still struggle with the actual work. And someone who doesn't perform well in a traditional interview may be excellent at solving real problems.

01

Interview Performance

How well can someone solve an interview problem under artificial constraints?

02

Real Work

How well can someone understand, build, test and debug an actual system?

03

The Gap

Hiring teams often have limited evidence of what happens between the two.

Your engineers are spending time interviewing.

Candidate
Technical Round
System Design
Debugging
Hiring Manager
Decision

Hours of engineering time per candidate.

Every technical interview consumes time from the engineers conducting it. Jobcraft is designed to move more of the evaluation into realistic work simulations, leaving engineers with better evidence and a more focused review.

Let candidates do the work.

01

Give them a real problem

A realistic scenario based on the role.

02

Let them work

Candidates explore, implement, test, debug and make decisions using the tools they normally use.

03

Capture the evidence

Jobcraft captures meaningful work signals and assessment outcomes.

04

Help teams evaluate

Hiring teams receive structured evidence that helps them make the final decision.

Show what you can actually do.

Your engineering ability is more than how quickly you can solve an interview question.

Problem solving

Demonstrate how you analyze complex codebases, untangle constraints, and break down ambiguous requirements.

Debugging

Show your process for isolating race conditions, tracing failures, and fixing root causes under real conditions.

Architecture

Make trade-offs between speed, maintainability, and scalability in a realistic multi-module environment.

Testing

Write unit, integration, and edge-case tests to prove your solution works reliably before shipping.

Adaptability

Respond effectively when product requirements shift mid-task — just like in real engineering sprints.

AI collaboration

Use modern AI assistants to accelerate research and implementation while taking ownership of the output.

Spend less time discovering. More time deciding.

TRADITIONAL PROCESS

Multiple rounds of quizzing

Interview
Interview
Interview
Subjective Notes
Debrief
Uncertain Decision
WITH JOBCRAFT

Evidence-first evaluation

Work Simulation
Structured Evidence
Engineering Review
Focused Interview
Confident Decision

Move more evaluation into realistic work and make remaining interviews more focused.

AI changed how we build software.
Hiring needs to catch up.

AI can write code. It can generate tests. It can explain systems and help debug problems.

"Can someone engineer effectively when AI is available?"

Jobcraft is designed around modern engineering workflows where AI can be part of the candidate's toolbox.

We care about the quality of human + AI collaboration, not whether someone used AI.

A different kind of assessment.

EVIDENCE-BACKED EVALUATION
PREVIEW MODE
AM

Alex Morgan

Senior Backend Engineer
OVERALL SIGNAL
87/100

ASSESSMENT BREAKDOWN

Problem Solving
91
Architecture
86
Debugging
94
Testing
88
Code Quality
89
AI Collaboration
92

EVIDENCE TIMELINE

10:04 Investigated connection pool
10:12 Identified timeout issue
10:19 Added failing test
10:27 Implemented fix
10:31 Verified concurrency behavior
10:42 Requirement changed
10:49 Adapted implementation
Scores are intended to be supported by observable work and assessment outcomes.

Start with engineering. Build for work.

ENGINEERING IN DEVELOPMENT
PRODUCT FUTURE
DATA FUTURE
DESIGN FUTURE
SALES FUTURE
KNOWLEDGE WORK LONG TERM

Engineering is where we're starting because the problem is concrete and measurable.

The long-term vision is a work-simulation layer that helps companies evaluate people based on how they approach realistic work.

Help shape the future of hiring.

We're currently speaking with software engineers, Engineering Managers, CTOs and hiring teams to understand what today's hiring process gets right — and what it gets wrong.

SOFTWARE ENGINEER

Software Engineer

Tell us about your interview experience.

Share Your Experience
HIRING TEAM

Hiring Team

Tell us how you evaluate candidates today.

Share Your Experience

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