How it works

From student data to
recruiter-ready candidates.

Upload your students, measure their skills, identify the gaps and continuously prepare them for the roles you are hiring for.

1

Upload students

Bring in the student data you already keep.

2

Assess skills

Technical, aptitude and communication, measured not asked.

3

Calculate readiness

Every student against the recruiter's requirements.

4

Find skill gaps

What is missing, for whom, and what it is worth.

5

Run interventions

Targeted preparation with a projected score.

6

Build the shortlist

Recruiter-ready students, with the evidence attached.

Step by step

What actually happens

1

Upload your students

Upload the student spreadsheet you already keep. Tutorops matches your column names, validates the records and shows you anything that needs fixing before a single row enters your workspace.

student-list.csv
NameDeptCGPABacklogs
Rahul SharmaCSE8.20
Priya NairIT7.80
Amit ReddyECE7.41
Re-uploading updates students in place — nothing is duplicated.
2

Assess skills

Students complete assessments mapped to technical, aptitude and communication skills. Each answer is weighted by question difficulty, so clearing the easy ones does not produce a top level — and a skill with too little evidence is left unscored rather than guessed.

Measured levels · one student
Technical 82%
Aptitude 71%
Communication 78%
Problem solving 64%
3

Calculate readiness

Tutorops scores every student against the selected recruiter's requirements and eligibility rules. Eligibility is plain logic — CGPA, backlogs, branch. Readiness is the scored part, on that role's own weights.

Software Engineer — Java
Eligible students 54
Recruiter ready 17
Almost ready 19
Need intervention 18
4

Find skill gaps

Tutorops shows exactly what is preventing a student from crossing the recruiter's threshold — and ranks the gaps by the readiness points the batch recovers if you close them, so you train the skill that moves the number.

Top skill gaps · this cohort
REST API 79%
Java 53%
Object Oriented Programming 40%
Speaking 24%
Highest impact: REST API — worth 195 readiness points across the cohort.
5

Run interventions

Assign targeted preparation and track whether readiness actually improves. Each plan is the shortest set of skills that clears the threshold, ordered by points gained per training hour, with the projected score stated before anyone starts.

5-week plan · Suresh Bose
Teamwork 80%
SQL 60%
Projected readiness 75.9 → 84.5

Bars show illustrative task progress. The scores are real.

6

Build the shortlist

When the recruiter arrives, select the recruiter-ready students, review their evidence and export the shortlist — backed by eligibility, skills and assessment results rather than by who you happen to remember.

Software Engineer — Java
1  Yash Kulkarni 95.00 Ready
2  Ishita Chatterjee 93.40 Ready
3  Sneha Iyer 93.10 Ready
Export carries the skill evidence. Phone numbers and personal email never leave with it.

Try the Live Demo →

Automation

Once your data is in, the repetitive work is done for you

You are not buying another system that creates more work for your office.

Calculated automatically

  • Eligibility against each role
  • Readiness for every student and role
  • Skill gaps and their severity
  • Points recoverable per gap

Generated automatically

  • Assessment papers from the tagged bank
  • One secure link per student
  • Intervention plans with projected scores
  • Shortlist exports with evidence

Tracked automatically

  • Who has completed their assessment
  • Readiness recalculated on every submission
  • Movement between readiness bands
  • Department and cohort trends
One student

From "almost ready" to "ready"

Today
75.9
Suresh Bose · Software Engineer — Java
4.1 points short of 80
The gap
Data Structures & Algorithms
Level 0 against a required 4
worth +7.5 readiness points
After the plan
84.5
44 hours over 5 weeks
clears the threshold

A real student from the demo college. The first two figures are measured; the third is what the engine projects if the plan is completed, and it is checked against the actual score when they reassess.

One batch

Now do the same for the whole cohort

100 students Eligibility filter 54 eligible Readiness analysis 17 ready Shortlist
17Ready
19Almost ready
18 Need intervention
Control and transparency

Tutorops recommends. Your placement team decides.

Every readiness score traces back to assessment evidence and the role requirements you configured. You set the eligibility rules, the required skill levels, the dimension weights and the thresholds. Tutorops does the arithmetic and shows its working — it never overrides a decision, and no language model has a say in any score.

Read the scoring method →
Self-service

Ready to see your college's readiness?

Register your college, upload your student list and run your first baseline.

Free for 500 students No credit cardNo sales call

See your college's placement readiness today

Upload your student list. Run your first baseline. See who is ready, who is not, and why. Two minutes to set up, no credit card, no sales call.