Client story: Billy · Offer in 1.5 months
From Dozens of Applications and Almost No Replies to a Senior Data Scientist Offer: Four Times Faster Than Billy Planned
Billy’s challenges
- Applied to dozens of jobs with a conversion rate he called "quite low, if I’m honest"
- Was not communicating his experience effectively on his CV or LinkedIn profile
- No real experience handling recruiters or answering the questions they ask
What we focused on
- How to respond to recruiters, using feedback from the community and directly from Egor
- Rewriting the CV and LinkedIn profile, including putting revenue numbers on the CV
- Candid, no-fluff feedback: 10 hours on the first CV rewrite, 20–30 hours on coding practice
Results
- Senior Data Scientist offer in 1.5 months, when he had given himself six months
- Revenue numbers on the CV took him from barely any replies to "a lot of interviews", including from big-name companies
- The role hit every box from his first call: senior title, global company, and deploying machine learning models



