Question 1

What makes a good AI/ML cover letter?

Accepted Answer

A strong AI/ML cover letter has a compelling opening that hooks the reader, demonstrates specific technical expertise relevant to the role, shows you've researched the company, includes quantifiable achievements (e.g., "improved model accuracy by 15%"), and ends with a clear call to action. It should be concise (250-400 words) and tailored to each application.

Question 2

How does this cover letter analyser work?

Accepted Answer

Our analyser evaluates your cover letter across five key dimensions: structure (opening, body, closing), keyword usage (AI/ML technical terms), personalisation (company-specific content), action verbs (power words that demonstrate achievement), and readability (length and paragraph structure). Each dimension is scored and weighted to give you an overall assessment.

Question 3

Is my cover letter data private?

Accepted Answer

Yes, absolutely. All analysis happens locally in your browser using JavaScript. Your cover letter text is never sent to our servers or stored anywhere. We take your privacy seriously - your application materials stay on your device.

Question 4

What keywords should I include for AI roles?

Accepted Answer

Include relevant technical keywords like machine learning, deep learning, specific frameworks (TensorFlow, PyTorch), programming languages (Python, SQL), cloud platforms (AWS, GCP), and role-specific terms. However, only include keywords that genuinely reflect your experience - don't keyword-stuff.

Question 5

How long should my cover letter be?

Accepted Answer

Aim for 250-400 words (roughly 3-4 paragraphs). This is long enough to make your case but short enough to respect the reader's time. Cover letters that are too short may seem lacking in effort, while overly long ones often go unread.

Question 6

Should I mention specific technologies in my cover letter?

Accepted Answer

Yes, but strategically. Mention technologies that are listed in the job description and that you have genuine experience with. This shows you've read the job posting and have relevant skills. However, save the exhaustive list for your resume - your cover letter should tell a story.

Question 7

How can I personalise my cover letter?

Accepted Answer

Research the company and mention specific things that attract you: their products, mission, recent achievements, or technical challenges. Use the company name and refer to the specific role. Address "you" and "your team" rather than speaking generically. Explain why this company, not just any AI company.

Question 8

What are common cover letter mistakes to avoid?

Accepted Answer

Common mistakes include: generic openings ("I am writing to apply..."), not mentioning the company name, focusing on what you want rather than what you can offer, typos and grammatical errors, being too long or too short, using weak language ("I think I could..."), and rehashing your resume instead of telling a compelling story.

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