Career Simulation
English forAI Engineers
Your First Month on the Job
Explain what the system did—and what needs checking.
Help move an AI assistant from demonstration to a carefully bounded pilot. Practice English for evaluation, limitations, safety and product discussions.
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English for the situations you face.
Work on a fictional assistant through scope, evaluation, security and monitoring. Discuss a useful pilot without overstating the system's abilities or hiding its limits.
Set a clear scope
Describe the intended task and the situations the system should not handle.
Report an evaluation
Connect an output to the input and the test conditions.
Explain a limitation
Describe a failure accurately without guessing its cause.
Discuss a pilot decision
Summarize the evidence, unresolved risks and next checks.
Picture one workday.
The assistant invents a policy detail.
An original example of the planned learning approach. The workplace and project are fictional.
The situation
In a test, the assistant gives a refund period that does not appear in the supplied policy. You need to describe the result to a teammate.
What you practice
Use the output says and the source does not state to separate observation from explanation. A wrong answer does not by itself establish why the system produced it.
A response to build toward
The output says customers have 60 days, but the supplied policy does not state that. We need to investigate how that detail was generated.
Your next step
Write a precise test observation and a follow-up question, without inventing a diagnosis.
A workday with something to say.
A message arrives. A teammate needs an answer. Scott helps you understand the situation and build the English to respond.
- 1
Meet the situation
Start with a workplace request, a conversation or a document.
- 2
Build your English
Learn useful vocabulary, sentence patterns and ways to express your meaning.
- 3
Prepare your response
Follow a model, rehearse your wording and work through the task.
- 4
Use it and review
Practice the exchange, record the key points and connect them to the next workday.
The planned experience follows 30 workdays across six simulated weeks. Study at your own pace; “your first month” describes the experience, not a completion deadline.
Career Simulation
Bring your career knowledge. Build your English.
Designed for learners around B1+ who already understand the basics of their field in any language. You do not need perfect English; you should be able to follow everyday explanations and form a simple response.
This is English and workplace communication practice. It is not a professional qualification or a promise of a job, promotion or language-level result.
Teaching is planned in English. Subtitle languages and final course details will be confirmed before release.
Try one useful skill now.
A focused free lesson with explained answers. It stands on its own; the course is planned as a longer, connected workplace experience.
Good to know
Before you join the list
Can I enroll now?
Not yet. This course is coming soon, and no release date has been announced. The signup saves your interest so Scott can send release news.
Is this a real job or company placement?
No. You practice inside a fictional workplace. There is no employment placement, access to a real employer or professional certification.
Do I need to finish it in one month?
No. The plan follows 30 workdays across six simulated weeks. You study at your own pace.
Will the course teach me the profession from scratch?
It focuses on English and communication for the role. You should already have basic knowledge of the field; this does not replace technical or professional training.
Can I follow more than one course?
Yes. Sign up on each course page that interests you. Your course choices are saved together on Scott’s email list.