Developer D
Mobile Engineer (iOS) · dev.d@example.com · primary skill: Mobile · owns Mobile
Skills
| Skill | Verified | Self | Target | Checklist | Primary |
|---|---|---|---|---|---|
| Backend | D | D | C | 0/29 | |
| Web | C | B | C | 0/13 | |
| MobilePrimary | A | A | A | 0/24 |
Assessment history
- Verified gradeBackendDFundamentalQ&A 62.5%Low confidence25 Aug 2026
Confirmed at this level against the evidence on file.
Q&A — 20 questions
- CorrectWhat is the difference between a primary key and a foreign key? · Database · Basic 1pt
- CorrectExplain one-to-many and many-to-many relationships, and how each is stored. · Database · Basic 1pt
- CorrectWhat does NULL mean in SQL, and why does `WHERE col = NULL` not work? · Database · Basic 1pt
- CorrectWhat are the common HTTP methods and what is each used for in a REST API? · API · Basic 1pt
- CorrectWhat do the status code families mean? Give an example of each: 2xx, 4xx, 5xx. · API · Basic 1pt
- CorrectWhat is the difference between authentication and authorization? · API · Basic 1pt
- CorrectWhat is the difference between INNER JOIN and LEFT JOIN? When would you use a LEFT JOIN? · Database · Intermediate 2pt
- CorrectWhat is the difference between WHERE and HAVING? · Database · Intermediate 2pt
- CorrectWhat is an index, what does it cost, and when should you add one? · Database · Intermediate 2pt
- CorrectWhat is a transaction, and what does ACID stand for? · Database · Intermediate 2pt
- CorrectWhat does idempotent mean? Which HTTP methods are idempotent? · API · Intermediate 2pt
- CorrectWhere should input validation happen, and what should the API return for invalid input? · API · Intermediate 2pt
- CorrectHow does token-based authentication with a JWT work, and where are its weaknesses? · API · Intermediate 2pt
- CorrectCompare offset pagination with cursor pagination. · API · Intermediate 2pt
- CorrectExplain transaction isolation levels and one anomaly that READ COMMITTED allows. · Database · Advanced 3pt
- WrongA report query became slow in production. How do you investigate and fix it? · Database · Advanced 3pt
- WrongHow do you run a schema migration on a large live table without downtime? · Database · Advanced 3pt
- WrongHow would you ship a breaking change to an API that mobile apps already use? · API · Advanced 3pt
- WrongHow do you protect an API against abuse or traffic spikes? · API · Advanced 3pt
- WrongA request is slow only sometimes in production. How do you find the cause? · API · Advanced 3pt
Dimensions
- KnowledgeC
- ImplementationD
- Code UnderstandingD
- DebuggingE
- DesignE
- CommunicationD
Independence from AI
Can explain AI-generated codePartlyCan modify AI-generated codePartlyCan identify incorrect AI-generated codeNoCan debug without AINoCan make technical decisions without blindly following AINoLargely dependent on AI output (20%).
Evidence cited (1)
- Knowledge questions
Assessor: Developer B· Skill owner review· next assessment 29 Oct 2026
- Verified gradeWebCWorkingQ&A 71.9%Medium confidence25 Aug 2026
Good grasp of the concepts, and explains the happy path well. Could not yet talk through the failure modes without help.
Q&A — 16 questions
- CorrectWhy does semantic HTML matter? Give examples of semantic elements. · Web fundamentals · Basic 1pt
- CorrectExplain the CSS box model. · Web fundamentals · Basic 1pt
- CorrectWhen would you use flexbox and when grid? · Web fundamentals · Basic 1pt
- CorrectWhat is the difference between `let`, `const` and `var`? · Web fundamentals · Basic 1pt
- CorrectWhat are props and state in a component, and how do they differ? · Application development · Basic 1pt
- CorrectExplain the event loop, and in what order `setTimeout(…, 0)` and a resolved Promise callback run. · Web fundamentals · Intermediate 2pt
- CorrectHow does `async`/`await` relate to Promises, and how do you handle errors with it? · Web fundamentals · Intermediate 2pt
- CorrectWhen should state be lifted up, and when do you need shared or global state? · Application development · Intermediate 2pt
- CorrectWhen calling an API from a screen, which states must the UI handle? · Application development · Intermediate 2pt
- CorrectWhy do list items need a stable `key`, and why is the array index a bad key? · Application development · Intermediate 2pt
- CorrectHow do you make a form accessible? · Quality · Intermediate 2pt
- CorrectCompare client-side rendering, server-side rendering and static generation. How do you choose? · Application development · Advanced 3pt
- CorrectWhat are Core Web Vitals, and how would you improve a poor LCP? · Quality · Advanced 3pt
- WrongExplain XSS and how to prevent it. · Quality · Advanced 3pt
- WrongWhat is CORS and why does the browser enforce it? · Quality · Advanced 3pt
- WrongA page feels slow when typing in a search box. How do you find and fix the cause? · Quality · Advanced 3pt
Dimensions
- KnowledgeB
- ImplementationC
- Code UnderstandingC
- DebuggingD
- DesignD
- CommunicationC
Independence from AI
Can explain AI-generated codeYesCan modify AI-generated codeYesCan identify incorrect AI-generated codePartlyCan debug without AIPartlyCan make technical decisions without blindly following AIPartlyMostly in control, some reliance (70%).
Evidence cited (2)
- Practical task
- Knowledge questions
- Weak areas
- State management and accessibility.
- Recommended learning
- Rebuild one screen with hoisted state, then run a keyboard-only pass.
Assessor: Developer C· Skill owner review· next assessment 28 Dec 2026
- Verified gradeMobileAAdvancedQ&A 91.4%High confidence25 Aug 2026
Confirmed at this level against the evidence on file.
Q&A — 18 questions
- CorrectWhat are the main states of a mobile app lifecycle, and why do they matter? · Mobile fundamentals · Basic 1pt
- CorrectWhy must long-running work never run on the main (UI) thread? · Mobile fundamentals · Basic 1pt
- CorrectWhat is an optional in Swift, and what are safe ways to unwrap it? · iOS · Basic 1pt
- CorrectWhat is the difference between a struct and a class in Swift? · iOS · Basic 1pt
- CorrectHow does Kotlin handle null safety? · Android · Basic 1pt
- CorrectWhat happens to an Activity on a configuration change such as rotation, and how do you keep data? · Android · Basic 1pt
- CorrectHow do you handle an unreliable network in a mobile app? · Mobile fundamentals · Intermediate 2pt
- CorrectExplain `@State`, `@Binding` and `@Observable` / `@StateObject` in SwiftUI. · iOS · Intermediate 2pt
- CorrectHow do you make a network request with async/await and update the UI safely? · iOS · Intermediate 2pt
- CorrectWhat is a retain cycle and how do you avoid one with closures? · iOS · Intermediate 2pt
- CorrectWhat is recomposition in Jetpack Compose, and why hoist state? · Android · Intermediate 2pt
- CorrectDescribe MVVM on Android: what belongs in the ViewModel and what in the repository? · Android · Intermediate 2pt
- CorrectWhat is structured concurrency with coroutines, and why use `viewModelScope`? · Android · Intermediate 2pt
- CorrectHow do you release a mobile app safely, given users update slowly? · Mobile fundamentals · Advanced 3pt
- CorrectWhat problems do actors and `@MainActor` solve in Swift concurrency? · iOS · Advanced 3pt
- CorrectExplain certificates, provisioning profiles and how an app gets onto TestFlight. · iOS · Advanced 3pt
- CorrectExplain cold vs hot flows, and the difference between `StateFlow` and `SharedFlow`. · Android · Advanced 3pt
- WrongHow do you sign and release an app on Google Play, and how does a staged rollout help? · Android · Advanced 3pt
Dimensions
- KnowledgeA
- ImplementationA
- Code UnderstandingA
- DebuggingA
- DesignA
- CommunicationA
Independence from AI
Can explain AI-generated codeYesCan modify AI-generated codeYesCan identify incorrect AI-generated codeYesCan debug without AIYesCan make technical decisions without blindly following AIYesUnderstands and controls the solution (100%).
Evidence cited (5)
- Architecture explanation
- Code review
- Real project contribution
- Debugging task
- Knowledge questions
Assessor: Developer A· Skill owner review
- Self assessmentBackendDFundamental20 Aug 2026
Completed the concept session and the first block of the checklist.
Dimensions
- KnowledgeC
- ImplementationD
- Code UnderstandingD
- DebuggingE
- DesignE
- CommunicationD
Recorded by the member· Self assessment
- Self assessmentWebBProficient20 Aug 2026
Completed the concept session and the first block of the checklist.
Dimensions
- KnowledgeA
- ImplementationB
- Code UnderstandingB
- DebuggingC
- DesignC
- CommunicationB
Recorded by the member· Self assessment
- Self assessmentMobileAAdvanced20 Aug 2026
Primary skill — day-to-day work in this area.
Dimensions
- KnowledgeA
- ImplementationA
- Code UnderstandingA
- DebuggingA
- DesignA
- CommunicationA
Recorded by the member· Self assessment
Active assignments
- Backend → C
due 13 Oct 2026
Focus on tables, keys and relationships first.
Sessions presented
Has not presented a session yet.
Attended 2 sessions.