Rolequiry

SampleAnalyze another posting

AI Solutions Engineer

MoaAI (fictional case)

Demo case

Demo case

What this posting reveals

Posting evidence

By posting claim

  • Supported 0
  • Counter-signals 1
  • Unverified 2

My criteria

Provisional

Aligned 0Possible conflict 0Information needed 3Needs review 0

Same role, different priorities

Fictional candidates with the same experience. Try changing their priorities.

One thing to check first

Clear technical decision boundaries and approval processes for the features I own

What technical decisions can this role make directly, and which require approval?

Why this question matters

Participation in client implementations does not confirm technical decision authority. Ask for a decision made directly and where approval is required.

Check against my criteria

Against my criteria, what should I check first?

Connect important conditions to the posting and start with the questions your decision needs.

Linked experience

Python and TypeScript hands-on experience · Related experience evidence

“I spent 4 years developing and operating a customer-facing search service and admin screens in Python and TypeScript.”

My conditions and what to check further

Aligned 0Possible conflict 0Information needed 3Needs review 0

Check the “Clear technical decision boundaries and approval processes for the features I own” condition first.

This is a provisional judgment of how it relates to your criteria. It is separate from the posting evidence status.

Importance for items to check is reflected in the investigation order. Confirming how each condition relates to your criteria is a separate step.

View experience and condition details

This demo was made from a fictional resume and conditions.

Work I want more of
I want more time to develop product features myself.
Work to avoid
Repetitive customer support
Must-have conditions
Clear technical decision boundaries and approval processes for the features I own

Qualifications and my experience

Requirements are compared with the resume. They are not included in research on the company's working conditions.

  • Requires 3 or more years of experience developing and operating customer-facing services in Python and TypeScript.

    Related experience evidence

    Resume evidence: “I spent 4 years developing and operating a customer-facing search service and admin screens in Python and TypeScript.”

    The fictional resume shows related operating experience with the required skills. Confirm the actual scope of work in the interview.

My job criteria and company conditions

Whether the posting is true and whether it fits your conditions are reviewed separately. Choose the relationship, then confirm each item.

  • Work I want more of

    Information needed · Provisional suggestion

    My criterion: “I want more time to develop product features myself.”

    Condition text: “Focus on coding customer-facing AI services and implementing product features yourself.”

    Posting basis

    The posting emphasizes hands-on implementation, but the fictional project retrospective signals that customer support took most of the time. The actual coding share still needs to be checked.

    Posting evidence status: Evidence differs from the posting

    Check question: In the past month, what percent of total work time went to feature implementation?

  • Must-have conditions

    Information needed · Provisional suggestion

    My criterion: “Clear technical decision boundaries and approval processes for the features I own”

    Condition text: “You lead the client's technical problems from design through deployment.”

    Posting basis

    Participation in client implementations does not confirm technical decision authority. Ask for a decision made directly and where approval is required.

    Posting evidence status: A core condition is unclear

    Check question: What technical decisions can this role make directly, and which require approval?

  • Work to avoid

    Information needed · Provisional suggestion

    My criterion: “Repetitive customer support”

    No linked posting information · check directly

    The posting has no linked information. You need to check this directly.

    Check question: Can this role honor ‘Repetitive customer support’? Please share actual operating examples and exceptions.

Changes to the fictional sample reset on refresh.

What to look at next

This is the question that splits the decision now.

What technical decisions can this role make directly, and which require approval?

Confirm your investigation priorities

Confirm the suggested priorities above to apply them to the investigation order. Review each condition relationship separately.

How ranking works

Eligible unresolved claims are ranked by 40% candidate priority, 30% unresolvedness, and 30% tension.

Ties use stable dimension text, then claim ID.

For lived experience, evidence coverage weights employer claims at 20%, public reports at up to 30%, and a resolving interview answer at 50%.

This is a public ranking rule, not a fit score.

What the posting says

Focus on coding customer-facing AI services and implementing product features yourself.

Hands-on coding share · Medium

Challenged
120

Included in the next-question ranking

View evidence (3)
Employer source1

  • Fictional demo material

    SupportsSyntheticCase input
    Focus on coding customer-facing AI services and implementing product features yourself.
Public2

  • Fictional project retrospective

    ChallengesSyntheticCase input
    Fictional project retrospective: last month, customer inquiries and operations support took 3 or more days a week, and new feature implementation took about 1 day a week.

  • Fictional employee interview

    ChallengesSyntheticCase input
    Fictional employee interview: during the latest customer implementation period, most of the work was technical support and requirements coordination, and product feature implementation was handled by another engineering team.
You lead the client's technical problems from design through deployment.

Actual technical decision authority · Critical

Unverified
120

Included in the next-question ranking

View evidence (3)
Employer source1

  • Fictional demo material

    SupportsSyntheticCase input
    You lead the client's technical problems from design through deployment.
Public2

  • Fictional public client implementation case

    UnverifiedSyntheticCase input
    Fictional client implementation case: the solutions engineer took part in on-site requirements gathering, search feature implementation, and deployment verification. The final approver of the technical architecture is not listed.

  • Fictional public tech talk

    UnverifiedSyntheticCase input
    Fictional public tech talk: it describes the solutions engineer's implementation work, but does not distinguish which technologies the person can choose independently from decisions that need separate approval.
Client visits happen at most once per quarter.

Client visits and travel · Low

Unverified
110

Included in the next-question ranking

View evidence (2)
Employer source1

  • Fictional demo material

    SupportsSyntheticCase input
    Client visits happen at most once per quarter.
Public1

  • Fictional demo material

    SupportsSyntheticCase input
    Fictional public review: in the last two quarters, each client was visited once as a same-day trip, and the schedule was shared 2 weeks in advance.

What is visible outside

Due diligence dossier

What is known, what is still open, and what to ask next.

1 decision blocker remaining

Critical

  • Actual technical decision authorityAsk in interview

Medium

  • Hands-on coding shareContradicted — weigh explicitly

Low

  • Client visits and travelAsk in interview

What to ask next

  1. Ask the hiring manager

    What technical decisions can this role make directly, and which require approval?

    Participation in client implementations is visible, but final approval authority for the technical architecture and the scope that can be decided without team approval have not been confirmed.

  2. Ask the team member

    In the last two quarters, how many client-visit days and overnight stays did each person have, and how many days in advance was the schedule shared?

    How many travel days and overnight visits did this team have in the last two quarters?