We check your resume line by line against the Microsoft Data Engineer bar, using the signals Microsoft interviewers actually screen for. Every claim verified against your real resume. We don't invent experience.
We don't add achievements you don't have. We take the ones you do and put them in the language Microsoft screens for. A few examples:
Built a data pipeline processing 5TB/day, cutting batch runtime by 45%.
Owned a data pipeline processing 5TB/day end-to-end, driving a 45% reduction in batch runtime while maintaining pipeline reliability and SLA accountability.
Redesigned the data warehouse schema, reducing query costs by 30%.
Redesigned data warehouse schema to reduce query costs by 30%, with architectural decisions shaped by how downstream consumers needed to access the data.
Built self-serve data models that cut ad-hoc analyst requests by half.
Built self-serve data models that cut ad-hoc requests by half, driving alignment across teams on shared data requirements to reach that outcome.
Most rejections happen silently, a resume gets filtered before a human ever reads it, or it reads fine but never signals what this specific bar is screening for. Generic advice can't fix that; it doesn't know Microsoft's bar. This does.
These are what Microsoft interviewers weigh. Your resume gets optimized against them.
Every Microsoft Data Engineer interviewer walks in with questions they won't say out loud. A resume built for this bar answers them. We handle this for you when you optimize.
Most "AI resume" tools write plausible fiction. It falls apart the first time a toughest interviewer asks a follow-up. We work differently. We lock your real facts, rewrite only what's true, and check every claim against your actual resume before it reaches you. If a line can't be traced to something you did, it doesn't make the cut. A resume you can defend beats one that only looks good on paper.
Drop your resume and the Microsoft Data Engineer job posting. Get your free fit score in 30 seconds.
We show where your resume stands against the bar and the top gaps holding it back.
We check every bullet against the Microsoft bar, verify each claim, and build your score and gap analysis.
Your Resume Review, emailed and ready to work from, in minutes.
Years on the other side of the table and hundreds of Microsoft interview loops. The same judgment that evaluated real candidates now grades and rewrites your resume.
Generic tools optimize for keywords. Human writers cost a fortune and don't know Microsoft's bar. Here's the honest comparison.
| Generic AI tools | Human writers | Interview101 | |
|---|---|---|---|
| Targeted to a specific company's hiring bar | Keyword-generic | Varies | Graded against the real bar |
| Grounded in the company's values / principles | ✗ | Rarely | Per company & role |
| Never fabricates. Every claim verified | Invents fiction | Usually | Provenance-checked |
| Explains why each change works | ✗ | Sometimes | Line by line, in the document |
| Built by an actual interviewer | ✗ | Varies | ex-FAANG interviewer |
| Turnaround | Instant | Days | Minutes |
| Price | $0–30 | $200–600 | $49 |
A great human writer can be excellent, but they cost 5 to 10× more and rarely know how Microsoft evaluates a Data Engineer specifically. We give you that in minutes.
Your full Resume Review, built for the Microsoft Data Engineer role.
Get my free fit score first →Never. We lock your real facts first and run a provenance check on every claim. If a rewrite can't be traced to your actual resume, it doesn't ship. You'll be able to defend every line in the interview.
Generic tools optimize for keywords. We check against a specific company's hiring bar. That means the Microsoft Core Values like Growth Mindset and Customer Obsession, and the exact signals Microsoft Data Engineer interviewers screen for.
One PDF: every bullet on your resume checked against this exact bar and marked verified, needs input, or missing, plus your before → after fit score and the structural gap that matters most before you apply.
The rewrite is honest to where you are. A strong resume gets sharper. A developing one gets clearer and better targeted. Neither gets inflated into something it isn't.