12-Hour Crash
Junior AI Systems Engineer • Remote BD • US Hours

STAR stories, fluency and remote readiness.

For the 10/10 English, US-hours and teamwork parts of the loop.

12-hour crash planBDT 50k-70k / monthRemote BD • US hoursDiagrams + quiz per module
Fast-learner loop (use for every module): 1) Look at the diagram first — get the shape. 2) Read once, fast. 3) Say it out loud in 30 seconds. 4) Take the quiz. Anything you miss, re-read only that part.

Tell me about yourself (structure)

Present (current skills: AI tools, APIs, automation) → Past (1–2 projects with results) → Future (why this role, growth with senior team, US-hours remote). Keep it to 60–90 seconds.

STAR stories to prepare (write yours)

StoryPrompt it answersMust include
Hard bug you fixed“Tell me about a difficult problem…”Reproduce → isolate → fix → verify; what you logged
Automation that saved time“Project you're proud of”Before/after numbers, tools, data flow
Learned a tool fast“How do you learn new tech?”Docs → spike → small project → eval
Mistake / failure“Tell me about a failure”Ownership, fix, prevention — no blame
Working with feedback“How do you handle criticism?”Specific change you made

English fluency (10/10 requirement)

Remote + US hours — ready answers

“Can you work US hours?”

“Yes. I'll work [e.g. 9am–5pm ET = 7pm–3am BD, adjust to your plan], I have stable internet + backup, and a quiet workspace. I've already adjusted my schedule.” Only say what is true for you.

“Why remote / why us?”

Tie to the work: AI systems + automation + senior mentorship. Not just 'remote is convenient'.

Questions YOU should ask them

Salary conversation (৳50–70k posted)

The range is published. Anchor on fit and scope: “The posted range works for me; I'm focused on the role and growth.” If pressed for a number, stay inside the range based on your experience — don't invent a number on the spot.

flowchart LR S["S — Situation
context in 2 sentences"] --> T["T — Task
your responsibility"] T --> A["A — Action
tools, steps, trade-offs"] A --> R["R — Result
numbers + what you'd improve"]
Figure 10 — STAR. Action is 60% of your answer. Result needs a number or a concrete outcome.

Test yourself

Module 4 Test — Behavioral & English (self-check)

Tap an answer — explanation appears instantly. Pass mark: 70%. Retake until you pass.

Your 'Tell me about yourself' should be…

Why: Present → Past proof → Future fit. Short and structured.

Interviewer asks something you miss. Best line?

Why: Asking for repetition is fluent, professional communication.

Best STAR weighting?

Why: They hire your actions. Result proves impact.

US-hours answer must be…

Why: Specific and truthful. Only commit to a schedule you will actually keep.

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