Set up your interview preparation
Allica Bank provides business banking for established small and medium-sized businesses. The checkpoints below are an editorial preparation sequence, not a verified interview loop. Confirm the actual rounds, timing, language and permitted tools with your recruiter.
Confirm the role
Read the exact opening and identify the role of API contracts in its responsibilities. Write down confirmed requirements separately from assumptions about the company.
Preparation checkpoint; no company round is asserted.
Questions & practice
Choose a category, try a prompt, then open its approach, worked solution or follow-up when you need it.
Handle transfer edge cases
mediumModel a same-currency transfer between two accounts in integer minor units. Explain how failure must leave balances unchanged.
Approach
- Require a positive amount, distinct accounts and an explicit currency. Reject missing accounts and unauthorized access before the write. Integer minor units avoid binary floating-point rounding, but real currencies do not all have two decimal places.
- Debit and credit inside one transaction. Guard the debit against an insufficient balance and roll back if either side fails. Define locking or conditional-write behavior for two simultaneous debits; checking the balance in an earlier request is insufficient.
- Add an immutable operation record and a unique scoped request key when building the service around the transaction. Reconciliation and audit records must agree with the ledger. A two-row demonstration does not establish a production banking architecture.
Worked solution 40 min
Execute an all-or-nothing transfer
In this SQLite reference exercise, transfer 30 minor units from account A to B. Failures must preserve both balances. This is a transaction demonstration, not a production ledger.
- Begin one database transaction and perform a conditional debit. Read the affected-row count immediately; zero means the debit did not occur and the operation must fail.
- Credit the recipient inside the same transaction and require exactly one matching account. If the recipient is missing, raise an error so the earlier debit rolls back.
- Use integer amounts and test the total balance before and after. Add authorization, operation IDs, currency rules and a ledger before treating this as a service design. SQLite writer serialization does not establish the isolation behavior of a different production database.
def transfer(db, source, target, amount):
if amount <= 0 or source == target:
raise ValueError("invalid transfer")
with db:
changed = db.execute(
"UPDATE accounts SET balance=balance-? "
"WHERE id=? AND balance>=?",
(amount, source, amount)
).rowcount
if changed != 1:
raise ValueError("missing source or insufficient funds")
changed = db.execute(
"UPDATE accounts SET balance=balance+? WHERE id=?",
(amount, target)
).rowcount
if changed != 1:
raise ValueError("missing target")Follow-up
- What changes for fees, multiple currencies or a transfer that spans independent systems?
No practice prompts in this category yet.
Design a reliable REST API
mediumDesign an API that accepts a transfer request and lets a client recover after a timeout. Define what accepted means before discussing scale.
Approach
- Use resource identities and a documented state machine: received, processing, completed and failed are different outcomes. Authenticate the caller and authorize access to both the source account and the returned transfer. Never infer authority from an account ID supplied in JSON.
- For a retryable command, scope an idempotency key to the account and compare a request fingerprint. Identical retries should recover the same operation; reusing the key for a different amount is a conflict. Persist acceptance before promising that the work exists.
- Separate request latency from completion latency. Bound request size, pagination and concurrency. Describe versioning and error semantics before adding caches or replicas; a fast response with an ambiguous contract remains difficult to use safely.
Worked solution 40 min
Trace a lost transfer response
The API committed operation T-17 but the response was lost. The caller retries with the same key and amount.
- Persist an operation keyed by authenticated account and client key. Store the normalized command fingerprint alongside the operation ID; compare currency, amount and destination rather than only the request key.
- If the key exists with identical input, return the existing operation and its current status. If the input differs, return a conflict. Coordinate key reservation and operation creation atomically so two initial attempts cannot both win.
- If background work is needed, persist its dispatch record in the same transaction and retry dispatch separately. Make completion idempotent and define how operators reconcile an accepted operation that does not progress.
Follow-up
- What can the caller infer after a network timeout?
- How would you recover if persistence succeeds but event delivery fails?
Keep persistence boundaries explicit
mediumExplain how you would organize a Spring Boot service using JPA while keeping business rules and database behavior testable.
Approach
- Put the business operation behind a service boundary and define the transaction around the invariant, not around every repository call independently. Map external input into a controlled command rather than exposing an entity as the public API contract.
- Check lazy-loading behavior and query count with representative data. A loop over entities can trigger additional queries; fetching every relationship eagerly can replace that with a very large join. Choose the access pattern from the endpoint contract.
- Use database-backed integration tests for constraints, locking and rollback, and unit tests for pure decisions. A mocked repository can show that a method was called but cannot prove isolation behavior or that a query returns the intended records.
Follow-up
- How would you detect an N+1 query without relying on a production incident?
Test behavior beyond coverage
mediumHow would you combine JUnit and Mockito with integration tests for a transaction service?
Approach
- Begin with observable behavior: valid requests change the intended state, rejected requests leave it unchanged, and retries do not repeat the operation. List boundary and failure cases before deciding which collaborators to mock.
- Use mocks at external boundaries when testing orchestration, and assert meaningful results rather than every internal call. Avoid teaching a mock the same implementation as the code under test; that can make two matching mistakes pass together.
- Run a smaller integration suite against the database to exercise uniqueness, rollback and concurrent writes. Coverage can expose untouched paths, but a high percentage does not establish that assertions protect the required behavior.
Follow-up
- Which bug could survive 100 percent line coverage?
Diagnose a busy service
mediumAn endpoint slows under load. Show how you would separate queueing, computation and database waits.
Approach
- Compare affected requests with a baseline by endpoint, payload size and release version. Measure latency distributions and concurrency rather than only averages. Ask whether the service is doing more work per request or waiting longer for a limited resource.
- Trace database queries and connection-pool wait alongside CPU and memory. A saturated pool can be caused by slow queries or long transactions; increasing pool size may overload the database further.
- Test one hypothesis with a bounded change and keep correctness checks in place. Report what changed in scanned rows, query count or wait time and whether tail latency improved at the same offered load.
Worked solution 40 min
Separate pool wait from SQL execution
An endpoint p95 rises after a release while average CPU remains modest. The trace shows several database requests per response.
- Compare query count per endpoint with the previous version and inspect connection checkout time separately from SQL execution. Include request volume and payload size so unlike workloads are not compared.
- Use a representative list response to look for N+1 loading. Test a targeted fetch strategy or query rewrite, then verify returned data and query count. Avoid increasing connection capacity before understanding the database workload.
- Run the same offered load again and compare queue time, tail latency, database utilization and error rate. Keep a rollback threshold tied to user impact and record which observation supports the bottleneck hypothesis.
Follow-up
- When would adding application replicas make the bottleneck worse?
Your two-week plan
Allow about one hour per session and move time toward the actual assessment. This is an editorial learning schedule, not the length of the hiring process.
Build the foundations
Code, query and define your contracts.
0 / 7 done01Map the actual role60 min
- Read the official company resource and the specific vacancy.
- List unknowns about interview format and tools.
Deliverable: A role brief separating stated requirements from assumptions
02Design a reliable REST API60 min
- Attempt the prompt before reading its approach.
- Explain one boundary case and answer its follow-up.
Deliverable: A written answer with a concrete example and one corrected assumption
Practice prompt ↗03Keep persistence boundaries explicit60 min
- Attempt the prompt before reading its approach.
- Explain one boundary case and answer its follow-up.
Deliverable: A written answer with a concrete example and one corrected assumption
Practice prompt ↗04Test behavior beyond coverage60 min
- Attempt the prompt before reading its approach.
- Explain one boundary case and answer its follow-up.
Deliverable: A written answer with a concrete example and one corrected assumption
Practice prompt ↗05Handle transfer edge cases60 min
- Attempt the prompt before reading its approach.
- Explain one boundary case and answer its follow-up.
Deliverable: A written answer with a concrete example and one corrected assumption
Practice prompt ↗06Diagnose a busy service60 min
- Attempt the prompt before reading its approach.
- Explain one boundary case and answer its follow-up.
Deliverable: A written answer with a concrete example and one corrected assumption
Practice prompt ↗07Make a service easy to maintain60 min
- Attempt the prompt before reading its approach.
- Explain one boundary case and answer its follow-up.
Deliverable: A written answer with a concrete example and one corrected assumption
Practice prompt ↗Connect & rehearse
Design, explain and revise with evidence.
0 / 7 done08Execute an all-or-nothing transfer60 min
- Complete the worked exercise independently.
- Run or manually trace its checks and compare with the expected result.
Deliverable: An implementation or decision diagram plus recorded checks
Practice prompt ↗Worked solution ↗09Trace a lost transfer response60 min
- Complete the worked exercise independently.
- Run or manually trace its checks and compare with the expected result.
Deliverable: An implementation or decision diagram plus recorded checks
Practice prompt ↗Worked solution ↗10Separate pool wait from SQL execution60 min
- Complete the worked exercise independently.
- Run or manually trace its checks and compare with the expected result.
Deliverable: An implementation or decision diagram plus recorded checks
Practice prompt ↗Worked solution ↗11Connect the boundaries60 min
- Draw the user request, state owner and one failure path.
- Explain where retries, ordering or lifetime assumptions could fail.
Deliverable: An annotated workflow with a recovery check
12Prepare an evidence-based story60 min
- Choose an actual project relevant to the role.
- Explain your decision, a rejected option and feedback that changed it.
Deliverable: A two-minute story with an honest account of your contribution
13Run a timed mock60 min
- Pick one technical prompt and one follow-up.
- Record where you relied on an unstated assumption or could not explain a result.
Deliverable: A short list of specific gaps from the mock
Practice prompt ↗14Repair and consolidate60 min
- Redo the weakest exercise without looking at the answer.
- Prepare questions about ownership, review and success in this exact team.
Deliverable: A tested final attempt and three questions for the interviewer
Expand any day for tasks and deliverables. Checkmarks stay in this local session.
Explain a decision with evidence
Connect your experience to API contracts and Transaction integrity. Use an actual example; do not turn the hypothetical exercises into claims about your work.
Make a service easy to maintain
mediumDescribe how you made a service understandable to the next engineer, including one failure scenario.
Approach
- Explain the user-facing contract, the state owner and the small number of decisions future changes must preserve. Keep routine names readable and reserve comments for non-obvious constraints or rejected alternatives.
- Provide an executable setup path, a representative request and a way to reproduce a known edge case. Documentation that cannot be followed from a clean checkout is weak evidence of maintainability.
- Describe how review feedback changed an abstraction or test. Distinguish your personal contribution from team work and use a real example rather than inventing production impact.
Follow-up
- What would you remove from documentation because the code or tests express it more reliably?
- 01
Describe a requirement you clarified before changing an implementation. What example resolved the ambiguity?
- 02
Explain a tradeoff where correctness or maintainability changed your first approach. What did you test?
- 03
Describe feedback that changed your design. Identify your own action and what you would do differently now.
Prepare once. Adapt to the role.
The story outline, evidence notes and review checklist are shared across guides. Expand only what you need.
01SCAELE story structureShape one truthful story, then adapt it to the question.
Situation
What was happening? Identify the user, the system and the consequence.
Constraint
What limited the solution: time, data quality, compatibility, budget or risk?
Action
What did you personally decide and do? Explain the alternative you rejected.
Evidence
What observation, test, artifact or measured result supports the claim?
Lesson
What changed in your understanding? State a limitation without hiding it.
Extension
What would you change next time, or under a different constraint?
02Three-column portfolio notesConnect a requirement to evidence and a question to verify.
Requirement or theme
1Language or framework
2Data or reporting
3Integrations or APIs
4Support or reliability
5Collaboration
Evidence you can show
1Small implementation, test and review note
2Query with a clearly defined row grain
3Sequence diagram with timeout and retry paths
4Incident timeline and prevention check
5Truthful project story with your own decision
Assumption to verify
1Version, runtime and code-review expectations
2Timezone, freshness and source ownership
3Source of truth and failure recovery
4Escalation and change-control boundaries
5How the team evaluates a useful outcome
03Review at three levelsCorrectness → operability → communication.
- 01
Correctness
Does the answer preserve its contract?
- Exercise empty input, duplicates and boundaries.
- Check whether the query preserves the intended rows.
- Name the design’s source of truth.
- 02
Operability
Can someone run, observe and recover it?
- Trace a slow or unavailable dependency.
- Use an identifier to connect logs, requests and data.
- Describe how stuck work is detected and recovered.
- 03
Communication
Can another engineer assess your reasoning?
- State assumptions before solving.
- Explain the alternative you rejected.
- Make the claim testable and invite a follow-up.
Frequently asked questions
Are these confirmed Allica Bank interview questions?
The topics were selected from a third-party company guide. PracHub wrote the clarified exercises, solution approaches and follow-ups. Their presence in that source is not independent confirmation of what a current interviewer will ask.
Dataford: Allica Bank Software Engineer guide ↗What interview rounds should I expect?
The available evidence does not establish a verified team-specific sequence. Ask about screening, practical assessments, project discussions, tool rules and evaluation criteria for your actual opening. The visual checkpoints here describe preparation activities.
Must I use the language in the worked example?
Use the assessment language when specified. The reference snippets make a contract easy to test; they do not establish the employer stack. Explain how the same invariant maps to your chosen language, library and database.
How should I use the practice cards?
Choose a category, attempt the prompt and then open the approach. For a worked solution, compare both output and edge cases. Close it and try again with one changed requirement; recognition alone is not a reliable sign of understanding.
What should I prioritize with only a weekend?
Work through design a reliable rest api, attempt execute an all-or-nothing transfer and prepare one honest project story. Record the assumptions you cannot defend, then resolve those before expanding the topic list.
How does editorial practice differ from the PracHub question bank?
These exercises live within this guide and do not create company question-bank records. The main practice button uses the current available bank for the company or role. Its count is separate from the number of editorial prompts.
PracHub: Software Engineer questions ↗Sources & methodology 7 sources ↗
Official role evidence, timestamped platform data and clearly labeled preparation advice.
- 01Allica Bank: official resource ↗
Business context: business banking for established small and medium-sized businesses. This source is not used to invent interview rounds.
official · Accessed 2026-09-12 - 02Dataford: Allica Bank Software Engineer guide ↗
Third-party source of selected topics; current employer attribution is not independently confirmed.
platform · Accessed 2026-09-12 - 03PracHub: Software Engineer questions ↗
Role-level practice destination; separate from editorial prompts.
platform · Accessed 2026-09-12 - 04Spring Data JPA: transactionality ↗
Review transaction boundaries for repository and service operations.
official · Accessed 2026-09-12 - 05PostgreSQL: joins between tables ↗
Review join semantics; executable exercises here use SQLite where identified.
official · Accessed 2026-09-12 - 06Google SRE: monitoring distributed systems ↗
Build an investigation from actionable measurements.
official · Accessed 2026-09-12 - 07Python data structures ↗
Review sequence and mapping behavior used in the reference exercises.
official · Accessed 2026-09-12