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Engineering Career Studio

Multi-criteria decision analysis (GOS), topological action milestone roadmaps (ACT), reproducible What-If Monte Carlo simulation (WFI), and deterministic portfolio readiness audits (PAR).

Local Ephemeral Session (Zero Server Persistence)

Candidate Profile & Decision Weights

All inputs are kept strictly in ephemeral browser sessionStorage. Zero server persistence.

MCDA Preference Weights (Normalized sum = 1.0)Calibrate to candidate priorities
Statutory Feasibility35%
Net Compensation25%
Skill Proximity25%
Market Demand15%
⚠️
Statutory Disclaimer & Non-Autonomous Decision SupportSatisfying a statutory threshold does not constitute legal visa eligibility or guarantee permit issuance. Scores are candidate-preference relative and do not assign universal normative rankings.
DE • mob-route-de-eu-blue-card

Software Architect

59/100
Preference Score
Statutory Threshold Matched (Advisory)Actionable
Criterion Contributions (MCDA)
STATUTORY FEASIBILITY35 pts
NET COMPENSATION9.3 pts
SKILL ALIGNMENT0 pts
MARKET DEMAND14.3 pts
Evidence Requirements Pending:
  • Target role requires demonstrated competency in skill ID: cm-skill-clean-architecture.
  • Target role requires demonstrated competency in skill ID: cm-skill-distributed-systems.
Sensitivity analysis:Offer +10% ➔ 61 pts
DE • mob-route-de-eu-blue-card

Site Reliability Engineer (SRE)

59/100
Preference Score
Statutory Threshold Matched (Advisory)Actionable
Criterion Contributions (MCDA)
STATUTORY FEASIBILITY35 pts
NET COMPENSATION9.3 pts
SKILL ALIGNMENT0 pts
MARKET DEMAND14.3 pts
Evidence Requirements Pending:
  • Target role requires demonstrated competency in skill ID: cm-skill-kubernetes-cloud-native.
  • Target role requires demonstrated competency in skill ID: cm-skill-observability-tracing.
  • Target role requires demonstrated competency in skill ID: cm-skill-incident-postmortem-resilience.
Sensitivity analysis:Offer +10% ➔ 61 pts
NL • mob-route-nl-highly-skilled-migrant

Software Architect

53/100
Preference Score
Statutory Threshold Matched (Advisory)Actionable
Criterion Contributions (MCDA)
STATUTORY FEASIBILITY35 pts
NET COMPENSATION3.8 pts
SKILL ALIGNMENT0 pts
MARKET DEMAND14.3 pts
Evidence Requirements Pending:
  • Target role requires demonstrated competency in skill ID: cm-skill-clean-architecture.
  • Target role requires demonstrated competency in skill ID: cm-skill-distributed-systems.
Sensitivity analysis:Offer +10% ➔ 55 pts
NL • mob-route-nl-highly-skilled-migrant

Site Reliability Engineer (SRE)

53/100
Preference Score
Statutory Threshold Matched (Advisory)Actionable
Criterion Contributions (MCDA)
STATUTORY FEASIBILITY35 pts
NET COMPENSATION3.8 pts
SKILL ALIGNMENT0 pts
MARKET DEMAND14.3 pts
Evidence Requirements Pending:
  • Target role requires demonstrated competency in skill ID: cm-skill-kubernetes-cloud-native.
  • Target role requires demonstrated competency in skill ID: cm-skill-observability-tracing.
  • Target role requires demonstrated competency in skill ID: cm-skill-incident-postmortem-resilience.
Sensitivity analysis:Offer +10% ➔ 55 pts

Frequently Asked Questions

How does the Career Decision Studio safeguard candidate privacy?

The Studio runs entirely client-side using browser sessionStorage and ephemeral React state. Zero candidate profiles, salaries, or scenario inputs are transmitted to external servers, persisted in databases, or tracked in telemetry.

What are the 5 integrated tabs in the Decision Studio?

The Studio coordinates 5 specialized workflows: GOS (Global Opportunity Decision MCDA), ACT (Action Plan Roadmap DAG), WFI (Monte Carlo What-If Simulation), PAR (Portfolio Readiness Audit), and Tiers (Commercial Entitlements Grid).

How does the Mulberry32 PRNG ensure deterministic What-If simulations?

The simulation engine seeds a 32-bit Mulberry32 pseudo-random number generator with candidate parameters, guaranteeing identical, reproducible percentile cash flows and savings distributions (P10 ≤ P25 ≤ P50 ≤ P75 ≤ P90).

AI Summary

The Career Decision Studio provides an ephemeral, privacy-first decision workspace. It coordinates Multi-Criteria Decision Analysis (GOS), topological action planning (ACT), deterministic Monte Carlo financial forecasting (WFI), structured portfolio audit (PAR), and commercial readiness entitlements.