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Sample cohort Student pilot

PLACEMENT READINESS SCAN

See what your cohort needs next.

Critical simulation: 450 final-year students, with 75 in each of six disciplines.

Student signals Placement actions Outcomes
Start a B.Com pilotShow employer view

PLACEMENT TOOLKIT

Give every student the same strong starting format.

Share the one-page B.Com résumé template, then use the review checklist before sending any résumé to an employer.

TODAY'S ACTION CENTRE

Start with the students who need a decision.

246 employer-visible450 résumés need work450 academic results missing
0 selected

OPPORTUNITY PIPELINE

Track jobs, exams and further studies.

Accounts operations driveJob · Bengaluru / India
22 Sep
Banking recruitment windowExam · Official notice review
28 Sep
MBA and M.Com applicationsFurther studies · Mixed modes
05 Oct
Pilot tracker: stage changes are local to this dashboard session.

CONTROLLED EMPLOYER COLLECTION

Prepare an approved candidate pack.

Select students in the action centre. Only students who retained employer visibility are included, and private answers are excluded.

0eligible selected profiles
A time-limited employer link will be added after access and expiry controls are implemented. This pilot creates the safe collection file.
Filter this view
STUDENTS IN VIEW450

75 students in each discipline

EMPLOYER-READY114

25% ready to move forward

NEARLY READY198

Need one focused intervention

NEED PREPARATION138

Require a structured action plan

READINESS MIX

Who can move forward?

450 students
Ready11425%
Nearly ready19844%
Needs preparation13831%

Students by course

B.Com75
BBA75
BCA75
BA75
BSc75
BTech / BE75

What students want next

270Jobs90Exams90Further studies

TOP COHORT GAPS

What is holding students back?

1
Interview confidence266 students

Run small-group mock interviews

How to run this

45–60 minutes · Medium institutional effort

  1. Group students by target role.
  2. Give each student a 60-second introduction and two role questions.
  3. Use one shared scorecard for clarity, evidence and confidence.
  4. Record one improvement action and schedule a short retry.

Completion check: Student completes the introduction and answers with one real example.

2
Proof of practical skill182 students

Build one role-relevant portfolio task

How to run this

60–90 minutes · Medium institutional effort

  1. Share a small invoice or sales dataset.
  2. Ask students to clean it and use formulas for totals and exceptions.
  3. Require one chart or summary table.
  4. Save the file with the student’s name and target role.

Completion check: A reviewer can open the file and understand what the student produced.

3
Role-ready résumé160 students

Hold résumé clinics by target role

How to run this

45 minutes · Low institutional effort

  1. Share the standard one-page template.
  2. Ask students to choose one target role.
  3. Replace claims with evidence from coursework, projects or internships.
  4. Review academics, dates, contact details and filename.

Completion check: Résumé is one page, role-focused, accurate and marked Ready or Needs revision.

4
Aptitude test practice130 students

Assign a two-week aptitude sprint

How to run this

30 minutes × 6 sessions · Medium institutional effort

  1. Run a short baseline set.
  2. Group errors by topic.
  3. Assign three focused practice sessions each week.
  4. Repeat a comparable set and review mistakes.

Completion check: Student completes both baselines and has a topic-level improvement record.

5
Location flexibility82 students

Counsel students on role locations

How to run this

30 minutes · Low institutional effort

  1. Show the locations attached to shortlisted roles.
  2. Ask students to confirm city, state and relocation preferences.
  3. Discuss travel, accommodation and work-mode assumptions.
  4. Update only the preferences the student confirms.

Completion check: Every student has a current, explicit location preference.

RECOMMENDED NEXT 30 DAYS

Turn these insights into action.

Updated for this view
01
Mock-interview sprint

Invite 266 students. Use course-specific interview groups.

How to run this

45–60 minutes · Medium effort

  1. Group students by target role.
  2. Give each student a 60-second introduction and two role questions.
  3. Use one shared scorecard for clarity, evidence and confidence.
  4. Record one improvement action and schedule a short retry.

Completion check: Student completes the introduction and answers with one real example.

02
Practical proof workshop

Help 182 students create one role-relevant portfolio task.

How to run this

60–90 minutes · Medium effort

  1. Share a small invoice or sales dataset.
  2. Ask students to clean it and use formulas for totals and exceptions.
  3. Require one chart or summary table.
  4. Save the file with the student’s name and target role.

Completion check: A reviewer can open the file and understand what the student produced.

03
Alternative-path clinic

Guide 180 students considering exams, postgraduate courses or both.

How to run this

45 minutes · Low effort

  1. Separate students by Jobs, Exams and Further Studies interest.
  2. Give each group a fact-check worksheet.
  3. Record eligibility, dates, costs and one next action.
  4. Schedule a short follow-up before any application decision.

Completion check: Each student leaves with two researched options and one dated next step.

ACTION PLAN BY DISCIPLINE

What each department should do next.

All six disciplines
B.ComFinance operations readiness
  • Excel and reconciliation proof
    How to run this

    60–90 minutes · Medium institutional effort

    1. Give the B.Com group one common, role-relevant brief for “Excel and reconciliation proof”.
    2. Show the expected output and assessment criteria before students begin.
    3. Collect one named file, link or demonstration from every student.
    4. Review in batches and mark Ready to show or Needs revision.

    Completion check: Every participating student produces one honest, reviewable piece of practical evidence.

  • Accounts-focused résumé clinic
    How to run this

    30–45 minutes · Low institutional effort

    1. Filter the B.Com cohort to students who need “Accounts-focused résumé clinic”.
    2. Explain two realistic pathways and the evidence required for each.
    3. Ask students to choose one next target and write one immediate action.
    4. Record the choice on the placement follow-up list and review it within seven days.

    Completion check: Each student leaves with one recorded target, one owner and one follow-up date.

  • Banking and finance mock interviews
    How to run this

    45–60 minutes · Medium institutional effort

    1. Create B.Com groups of 8–12 students with similar target roles.
    2. Share a short banking and finance mock interviews brief and one common scorecard.
    3. Run one practice round, give one improvement point per student, then repeat.
    4. Record Ready, Needs another practice, or Needs individual support.

    Completion check: Each student completes a scored practice and receives one dated follow-up action.

BBACommercial communication
  • Sales pitch practice
    How to run this

    45–60 minutes · Medium institutional effort

    1. Create BBA groups of 8–12 students with similar target roles.
    2. Share a short sales pitch practice brief and one common scorecard.
    3. Run one practice round, give one improvement point per student, then repeat.
    4. Record Ready, Needs another practice, or Needs individual support.

    Completion check: Each student completes a scored practice and receives one dated follow-up action.

  • CRM and spreadsheet task
    How to run this

    60–90 minutes · Medium institutional effort

    1. Give the BBA group one common, role-relevant brief for “CRM and spreadsheet task”.
    2. Show the expected output and assessment criteria before students begin.
    3. Collect one named file, link or demonstration from every student.
    4. Review in batches and mark Ready to show or Needs revision.

    Completion check: Every participating student produces one honest, reviewable piece of practical evidence.

  • Role-based group interviews
    How to run this

    45–60 minutes · Medium institutional effort

    1. Create BBA groups of 8–12 students with similar target roles.
    2. Share a short role-based group interviews brief and one common scorecard.
    3. Run one practice round, give one improvement point per student, then repeat.
    4. Record Ready, Needs another practice, or Needs individual support.

    Completion check: Each student completes a scored practice and receives one dated follow-up action.

BCAVisible technical proof
  • GitHub or project clean-up
    How to run this

    60–90 minutes · Medium institutional effort

    1. Give the BCA group one common, role-relevant brief for “GitHub or project clean-up”.
    2. Show the expected output and assessment criteria before students begin.
    3. Collect one named file, link or demonstration from every student.
    4. Review in batches and mark Ready to show or Needs revision.

    Completion check: Every participating student produces one honest, reviewable piece of practical evidence.

  • Testing and support scenarios
    How to run this

    30–45 minutes · Low institutional effort

    1. Filter the BCA cohort to students who need “Testing and support scenarios”.
    2. Explain two realistic pathways and the evidence required for each.
    3. Ask students to choose one next target and write one immediate action.
    4. Record the choice on the placement follow-up list and review it within seven days.

    Completion check: Each student leaves with one recorded target, one owner and one follow-up date.

  • Technical screening practice
    How to run this

    30–45 minutes · Low institutional effort

    1. Filter the BCA cohort to students who need “Technical screening practice”.
    2. Explain two realistic pathways and the evidence required for each.
    3. Ask students to choose one next target and write one immediate action.
    4. Record the choice on the placement follow-up list and review it within seven days.

    Completion check: Each student leaves with one recorded target, one owner and one follow-up date.

BARole clarity and communication
  • Choose two target job families
    How to run this

    30–45 minutes · Low institutional effort

    1. Filter the BA cohort to students who need “Choose two target job families”.
    2. Explain two realistic pathways and the evidence required for each.
    3. Ask students to choose one next target and write one immediate action.
    4. Record the choice on the placement follow-up list and review it within seven days.

    Completion check: Each student leaves with one recorded target, one owner and one follow-up date.

  • Writing and communication sample
    How to run this

    60–90 minutes · Medium institutional effort

    1. Give the BA group one common, role-relevant brief for “Writing and communication sample”.
    2. Show the expected output and assessment criteria before students begin.
    3. Collect one named file, link or demonstration from every student.
    4. Review in batches and mark Ready to show or Needs revision.

    Completion check: Every participating student produces one honest, reviewable piece of practical evidence.

  • Structured interview practice
    How to run this

    45–60 minutes · Medium institutional effort

    1. Create BA groups of 8–12 students with similar target roles.
    2. Share a short structured interview practice brief and one common scorecard.
    3. Run one practice round, give one improvement point per student, then repeat.
    4. Record Ready, Needs another practice, or Needs individual support.

    Completion check: Each student completes a scored practice and receives one dated follow-up action.

BScTranslate subject skills
  • Technical skills inventory
    How to run this

    30–45 minutes · Low institutional effort

    1. Filter the BSc cohort to students who need “Technical skills inventory”.
    2. Explain two realistic pathways and the evidence required for each.
    3. Ask students to choose one next target and write one immediate action.
    4. Record the choice on the placement follow-up list and review it within seven days.

    Completion check: Each student leaves with one recorded target, one owner and one follow-up date.

  • Build one evidence project
    How to run this

    60–90 minutes · Medium institutional effort

    1. Give the BSc group one common, role-relevant brief for “Build one evidence project”.
    2. Show the expected output and assessment criteria before students begin.
    3. Collect one named file, link or demonstration from every student.
    4. Review in batches and mark Ready to show or Needs revision.

    Completion check: Every participating student produces one honest, reviewable piece of practical evidence.

  • Domain interview practice
    How to run this

    45–60 minutes · Medium institutional effort

    1. Create BSc groups of 8–12 students with similar target roles.
    2. Share a short domain interview practice brief and one common scorecard.
    3. Run one practice round, give one improvement point per student, then repeat.
    4. Record Ready, Needs another practice, or Needs individual support.

    Completion check: Each student completes a scored practice and receives one dated follow-up action.

BTech / BEBranch-to-role alignment
  • Segment students by engineering branch
    How to run this

    30–45 minutes · Low institutional effort

    1. Filter the BTech / BE cohort to students who need “Segment students by engineering branch”.
    2. Explain two realistic pathways and the evidence required for each.
    3. Ask students to choose one next target and write one immediate action.
    4. Record the choice on the placement follow-up list and review it within seven days.

    Completion check: Each student leaves with one recorded target, one owner and one follow-up date.

  • Project and coding proof review
    How to run this

    60–90 minutes · Medium institutional effort

    1. Give the BTech / BE group one common, role-relevant brief for “Project and coding proof review”.
    2. Show the expected output and assessment criteria before students begin.
    3. Collect one named file, link or demonstration from every student.
    4. Review in batches and mark Ready to show or Needs revision.

    Completion check: Every participating student produces one honest, reviewable piece of practical evidence.

  • Technical plus HR mock interviews
    How to run this

    45–60 minutes · Medium institutional effort

    1. Create BTech / BE groups of 8–12 students with similar target roles.
    2. Share a short technical plus hr mock interviews brief and one common scorecard.
    3. Run one practice round, give one improvement point per student, then repeat.
    4. Record Ready, Needs another practice, or Needs individual support.

    Completion check: Each student completes a scored practice and receives one dated follow-up action.

OPPORTUNITIES TO CURATE

Jobs and exams for the placement calendar.

B.ComView recommendations
Job families
  • Accounts Executive
  • Finance Operations Associate
  • Audit Assistant
Exam pathways
  • IBPS Clerk / PO
  • SBI recruitment
  • SSC CGL
BBAView recommendations
Job families
  • Business Development Associate
  • Sales Coordinator
  • Customer Success Associate
Exam pathways
  • CAT / CMAT
  • Banking recruitment
  • SSC CGL
BCAView recommendations
Job families
  • Application Support Associate
  • QA Trainee
  • Junior Developer
Exam pathways
  • NIMCET
  • CUET PG — MCA
  • Government IT recruitment
BAView recommendations
Job families
  • Customer Operations Associate
  • Content Associate
  • Recruitment Coordinator
Exam pathways
  • UPSC / State PSC orientation
  • SSC CGL
  • Banking recruitment
BScView recommendations
Job families
  • Quality Associate
  • Lab Operations Trainee
  • Data Operations Associate
Exam pathways
  • IIT JAM
  • CUET PG — MSc
  • SSC scientific posts
BTech / BEView recommendations
Job families
  • Graduate Engineer Trainee
  • QA Engineer
  • Junior Analyst
Exam pathways
  • GATE
  • Engineering Services Examination
  • Public-sector technical recruitment

INSTITUTIONAL EFFORT

What this plan requires.

108estimated staff-hours over 30 days
  • 18 facilitated workshop groups
  • 23 mock-interview batches
  • 9 faculty or placement coordinators
  • 1 weekly progress review

Estimate assumes 25 students per workshop, 12 per interview batch, and shared central content. It excludes employer outreach time.

CONSENT-BASED EMPLOYER SHORTLIST

45 candidates are ready for employer introductions.

Showing first 10
StudentTarget roleLocationReadinessEmployer consent
Varun R.B.ComFinance OperationsJaipurReady · 80 Yes
Aditi M.B.ComBanking OperationsPuneReady · 82 Yes
Kavya M.B.ComBanking OperationsPuneReady · 90 Yes
Naina M.B.ComFinance OperationsJaipurReady · 79 Yes
Tanvi M.B.ComFinance OperationsJaipurReady · 87 Yes
Aarav P.B.ComBanking OperationsPuneReady · 89 Yes
Kabir P.B.ComBanking OperationsPuneReady · 84 Yes
Meera P.B.ComFinance OperationsJaipurReady · 86 Yes
Kavya J.BBACustomer SuccessJaipurReady · 88 Yes
Sahil J.BBACustomer SuccessJaipurReady · 83 Yes