How AI job search matches data analyst roles to your resume
Job Search reads each posting and compares it with your resume and profile: the tools you have used, the kind of analysis you have done, your years of experience and your location preferences. Each role gets a match score, so a posting asking for SQL, Power BI and stakeholder reporting ranks higher for someone like Priya who has built those dashboards than a posting centred on machine learning.
Because the score depends on what your resume says, specific beats general. "Built a weekly sales dashboard in Power BI used by 12 regional managers" gives the matcher far more to work with than "data visualisation".
Auto-apply with your approval on every application
For each role that passes your rules, Auto-Apply prepares a resume version that emphasises the matching experience, a cover letter for that company and answers to the form's questions, all built from facts in your resume. Nothing is sent until you review and approve it, so there is no spamming of employers in your name.
When you are ready to apply, the Apply Assist browser extension fills the employer's form in your browser. It never clicks submit, and it leaves sensitive questions such as salary and work authorisation for you to answer.
- Set a minimum match score so only strong analyst matches are drafted.
- Add companies to never apply to, such as your current employer.
- Use daily limits so drafts never pile up faster than you can review them.
Keywords and job titles to target
Analyst work is posted under many titles. Include the ones that fit your experience in your search preferences, and make sure the tools you genuinely use appear in your resume in the same words employers use.
- Titles: Data Analyst, Junior Data Analyst, Business Intelligence Analyst, Reporting Analyst, Product Analyst, Marketing Analyst, MIS Analyst.
- Tools: SQL, Excel (pivot tables, Power Query), Power BI, Tableau, Looker, Python with pandas, Google Sheets.
- Skills: dashboarding, KPI reporting, data cleaning, A/B testing, cohort analysis, stakeholder communication.
Tailoring your resume and profile
Resume AI tailors your resume to each posting change by change, so you can accept a reworded bullet that highlights SQL for one role and a dashboard project for another. Keep your profile complete: preferred titles, locations, work mode, salary floor, notice period and the tools you know well. The more complete it is, the fewer questions are left open in each draft.
Credit usage
Resume AI, Job Search and Auto-Apply all use AI credits. The free plan includes 100 AI credits with no card, enough to see real drafts for analyst roles. More credits come with Interview Copilot or Job Support hours at $5 per hour, each including 200 AI credits, and credits never expire.