Skillencio
Case Study
2024-25 Cycle
One-Year Engagement
CJITS · Jangaon · Telangana

From struggle
to strength.

A tier-2 engineering college rebuilt placements through structured diagnosis, project-led pedagogy, and recruiter-facing delivery.

Placements were slipping. Admissions were under pressure. Campus morale was low. In one focused engagement, Christu Jyothi Institute Technology Sciences and Skillencio re-engineered student readiness and recruiter trust — producing 62 offers from a single placement-eligible cohort.

Published by Skillencio Pvt. Ltd.
Hyderabad · India · skillencio.com
2024–25Cohort cycle
Skillencio 01 · About CJITS
About the institution

Christu Jyothi Institute
Technology Sciences.

A multi-discipline engineering college in Jangaon, Telangana, committed to building professional careers for first-generation graduates.

Branches engaged

Three engineering branches were brought into the cohort — a subset of CJITS's wider undergraduate offering.

  • Computer Science Engineering CSE
  • Electronics & Communication Engineering ECE
  • Electrical & Electronic Engineering EEE
Tracks delivered

Two recruiter-aligned tracks ran in parallel, configured to the catchment's hiring patterns.

  • Full Stack JavaTrack 01
  • Quality Assurance EngineerTrack 02

Two-track segmentation (Level Up + Launch Pad) ran across both, personalising remediation per student.

Engagement snapshot
One year
Engagement
Duration
400+ hrs
Project-Led
Curriculum
Empower Pro
Engagement
Shape
Custom
Engagement
Scope
Why CJITS engaged Skillencio

The institution sought a partner who could go beyond classroom training and rebuild the entire placement operating layer — diagnosis, pedagogy, capstones, recruiter outreach, interview scheduling, and post-program handholding — without disrupting academic delivery.

Skillencio's Empower Pro shape was a fit: one-year engagement, in-person delivery, recruiter-facing throughout, and explicitly institutionalised — built to be repeated cohort after cohort.

What changed in one cycle

From slipping placements to a repeatable model.

200 students trained across two recruiter-aligned tracks. 100 placement-eligible. 62 offers secured across six recruiters. Re-tests after every intervention. A documented framework that CJITS's placement cell now runs annually — the engagement's most lasting deliverable.

Two branches, two tracks, one year — one operating layer the institution now owns.

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Skillencio 02 · Background & Challenge
The challenge

A placement season
under pressure.

Entering the 2024–25 cycle, CJITS faced compounding pressures — student confidence, recruiter perception, and placement-cell bandwidth all under strain at once.

What was failing

Motivation among final-year students was low; many assumed campus jobs would come easily and classroom engagement was dropping. Repeated failures in aptitude and coding had eroded confidence, leaving students hesitant to attempt assessments. Attendance was declining.

Limited exposure to projects and industry workflows meant recruiter perception of CJITS graduates lagged tier-1 peers. Gaps in communication, problem-solving and presentation amplified the challenge; recruiters consistently flagged poor coding fluency.

Parents expressed growing concerns over employability. The placement cell lacked bandwidth for deep, hands-on skilling.

Cohort profile

The 2024–25 cohort reflected the institution's wider student base — first-generation graduates from humble backgrounds with limited prior industry exposure.

BackgroundFirst-generation graduates
ExposureLimited industry context
AptitudeWeak coding & reasoning
CommunicationSpoken & written gaps
ConfidenceLow assessment uptake
DisciplineAttendance & time-management
The mandate
Engagement Scope Custom

A scalable, outcome-driven framework — not a one-off boost.

Skillencio designed a recruiter-facing engagement bespoke to CJITS's branches, catchment, and student profile — not adapted from a template. It rebuilt confidence, projects, and recruiter trust, with the institution committing bandwidth, students committing effort, and Skillencio carrying delivery accountability.

Institution carries

Classrooms, faculty coordination, attendance enforcement, placement-cell time.

Students carry

Showing up, attempting assessments, iterating projects, sitting mock interviews.

Skillencio carries

Diagnosis, pedagogy, curriculum, score engine, recruiter outreach, interview scheduling.

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Skillencio 03 · Intervention · Methodology 1 / 2
The intervention · part one

Diagnosis first.
Then pedagogy.

The engagement followed Skillencio's standard five-section methodology. Two sections established the baseline and the teaching model; three more (next page) shaped the delivery.

Section One · Discovery & Due Diligence

A real read of the cohort, before any teaching began.

A structured placement and skill-gap audit produced baseline dashboards across communication, aptitude, coding fluency, and hands-on projects. Students were segmented into Level Up and Launch Pad tracks so the intervention could be efficient and personalised from day one — remediation where it was needed, acceleration where it was earned.

Section Two · Pedagogy

Project-based learning, anchored in recruiter use-cases.

A 400+ hour curriculum was built around project-based learning, with every module designed against the specific use-cases recruiters actually hire for. The pedagogy kept students engaged by producing demonstrable, recruiter-grade outcomes — not just classroom marks. Skills acquired were directly applicable to the job market, which sustained motivation through the year.

Discovery output

Baseline dashboards.

Communication, aptitude, coding fluency, project portfolio — segmented per student and per track. Read at week one, refreshed monthly.

Pedagogy anchor

Recruiter use-cases.

Each module designed against the brief recruiters actually hire for — not generic content, not classroom-only assignments. The output had to be portfolio-grade.

Why this sequencing matters

You can only teach the cohort you have.

Discovery before design prevents the most expensive mistake in campus skilling — training the cohort you imagined instead of the cohort in front of you. The CJITS cohort needed remediation in fundamentals before any advanced track could land.

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Skillencio 03 · Intervention · Methodology 2 / 2
The intervention · part two

Curriculum, score,
delivery.

The remaining three sections turned diagnosis and pedagogy into measurable cohort movement — and into offers.

Section Three · Custom Curriculum

Eight constants. Recruiter-aligned variables.

The reference library held steady — aptitude, coding fundamentals, communication, problem-solving, recruiter-grade project pattern, capstone briefs, mock-interview content. What changed per cohort: track distribution, module depth, hours, project briefs, and assessment cadence — configured to recruiter cut-offs in the CJITS catchment.

Section Four · Employability Score

Per-student baseline. Cohort scoreboard. Re-tests after every intervention.

Each student carried a baseline score across communication, aptitude, coding, and project fluency. Re-tests after each remediation pass tracked real movement — not attendance, but capability gain. The cohort scoreboard gave the placement cell live readiness data instead of end-of-year speculation, and gave recruiters a defensible cut-off to anchor outreach to.

Section Five · Engagement Shape · Empower Pro

A one-year, hands-on, recruiter-facing engagement.

Delivery was in-person and personalised — trainers as mentors, frequent mock tests, portfolio reviews, aptitude refreshers, and small-group remediation. In parallel, a data-driven recruiter-outreach motion highlighted student projects and score performance to hiring managers — building trust on evidence, not pitches. Interview scheduling and post-program handholding closed the loop.

How the five sections held together

Not five workstreams. One operating loop.

Discovery surfaced the gap. Pedagogy and curriculum closed it. The Employability Score measured every closing. Empower Pro carried the cohort to placement and the framework into the institution — so the next cohort starts from a known baseline, not from scratch. What stays the same across cohorts: the reference library of eight pillars. What adapts: track mix, module depth, hours, project briefs, assessment cadence, recruiter cut-offs.

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Skillencio 04 · Results & Outcomes
Results & outcomes

200 trained. 100 eligible.
62 placed.

A 62% conversion on placement-eligible students — achieved through recruiter-facing projects and integrated outreach, not volume.

Recruiter mix · offers by company
Recruiter Offers % of 100 eligible
QSpiders2020%
Lucas TVS1414%
Other recruiters1010%
Gestamp99%
NSK66%
24/7.ai33%
Total offers made · conversion of 100 eligible6262%
What the number measures

Conversion on eligibles, not enrolment.

62% is calculated on the 100 students who reached placement eligibility — assessments cleared, projects shipped. That definition holds the model honest.

Why the mix matters

Six recruiters, multiple sector shapes.

Spanning Auto-parts manufacturing (Lucas TVS, Gestamp, NSK), IT-services & assessment (24/7.ai, QSpiders), and a long-tail set. A diversified pool, not a single-recruiter pipe.

Cohort cycle 2024–25. Conversion calculated on placement-eligible students (100). Recruiter names appear only in this case study.

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Skillencio 05 · What Changed
What changed · through the cycle

Capability up. Confidence back.
Recruiter trust rebuilt.

The conversion number is the headline, but the underlying movement is what makes the model replicable.

01 · Capability

Coding & aptitude floor raised.

Per-student score deltas across coding, aptitude, and communication — tracked through the year, not assumed at the end. Re-tests after each remediation pass confirmed capability gain, not just attendance. Two-track segmentation kept Level Up moving forward while Launch Pad closed the gap.

02 · Confidence

Students attempting assessments again.

Reversed the cycle of repeated failures eroding willingness to sit assessments. Mock cycles rebuilt familiarity with recruiter formats; visible progress kept students attempting rather than avoiding. Small-group remediation closed lingering gaps before the final interview window.

03 · Recruiter trust

Six recruiters engaged on evidence.

Outreach led with project portfolios and assessment performance — not glossy decks or institutional reputation. Hiring managers responded to evidence; conversions followed. Each outreach surfaced student work alongside the score baseline, giving recruiters a defensible cut-off.

04 · Placement-cell capacity

An operating layer the institution can run.

The framework, the dashboards, and the outreach motion were institutionalised inside CJITS's placement cell — so the next cohort starts from a known baseline rather than from scratch. The most lasting deliverable wasn't a number; it was a way of working.

The replicable underneath

62 offers is the headline. The system is the asset.

A single placement number can be lucky. A diagnosis, a measurable score, a defensible recruiter outreach motion, and a placement cell trained to run all three — that's the underlying asset CJITS now owns.

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Skillencio 06 · Voices & Learnings
In their words

What the cycle said.

Two voices — one from leadership, one from a student — framing what the engagement produced.

“Skillencio's engagement with CJITS has enriched our students' learning with a structured approach, real-world projects, and aptitude training. Their support and focus on holistic skill development set them apart.”

Dr. Chandrashekhar ReddyPrincipal · CJITS

“Before the program, I struggled with coding and aptitude. Through projects, mock tests, and mentoring, I cleared my first interview and regained confidence.”

Sai KiranFinal-year student · CJITS
Forward learnings for the next cycle
01 · Start earlier

Intervene from Year 2.

Scaffold fundamentals across semesters — coding labs, aptitude drills, project milestones — so the final year compounds an existing portfolio.

02 · Embed communication

Communication as a layer.

Spoken English clinics, presentation labs, and written feedback tied to projects build employer-grade communication over time, not over weeks.

03 · Raise engagement

Accountability across stakeholders.

Milestone reports and structured check-ins keep parents and leadership engaged. Demo days sustain motivation, attendance, and completion.

04 · Extend capstones

Longer industry-sourced builds.

Longer timelines for industry-sourced capstones with scheduled employer feedback — so teams iterate and deliver recruiter-grade projects with measurable impact.

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Skillencio 07 · UN Sustainable Development Goals
UN Sustainable Development Goals

How this work aligns.

Campus skilling sits at the intersection of education, economic growth, and equity. The CJITS engagement maps directly to five UN Sustainable Development Goals.

SDG 04

Quality Education.

Project-led pedagogy with personalised tracks raised capability for first-generation graduates — not on paper, on score deltas. Re-tests after every intervention proved the gain.

SDG 08

Decent Work & Economic Growth.

62 offers converted from a single eligible cohort — moving graduates into the formal workforce with portfolio evidence, not pitch decks.

SDG 09

Industry, Innovation, Infrastructure.

Recruiter use-case anchoring and project-led delivery built industry-relevant capability inside an institutional setting — not parallel to it.

SDG 10

Reduced Inequalities.

A tier-2, first-generation cohort competed for and won offers from a diversified recruiter pool. The gap narrows when readiness is real and measured.

SDG 17 · Partnerships for the Goals

Institution. Recruiters. Skilling partner. Equal skin in the game.

The CJITS engagement worked because every party held a stake in the outcome — the institution committed bandwidth, recruiters engaged on evidence, and Skillencio carried delivery accountability through to placement.

Why we report against the SDGs

Campus skilling is not a private-good problem.

First-generation graduates moving into the formal workforce changes household trajectories and regional employment patterns. A published goal framework keeps that scope explicit — and the work defensible to boards, parents, and students.

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Skillencio 08 · Platform & Connect
Delivered on the Skillencio platform stack

Four engines.
One pipeline.

The CJITS engagement ran on the Skillencio platform — four engines that carry a cohort from baseline to offer without leaving the system.

APEX
Learning management for the cohort — coding IDE, domain case studies, content tracks, module pacing.
EXCEL
Assessment engine — per-student baseline, re-tests after every intervention, cohort scoreboard.
ENGAGE
Recruiter outreach and application flow — portfolios and score evidence surfaced to hiring managers.
EMPOWER
Opportunities and end-to-end interview cycle management — from shortlist to offer letter.
Let's Connect

Skillencio bridges the gap between academic knowledge and professional readiness. If you're an institution looking to rebuild placement outcomes — or a recruiter seeking a defensible cohort — the conversation starts the same way: with diagnosis, not a pitch.

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skillencio.com
Email
empower@skillencio.com
Call
+91-8297767679
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Published by
Skillencio Pvt. Ltd. · Hyderabad · India
© 2026 Skillencio Pvt. Ltd. All rights reserved. Confidential — prepared for the named recipient. Not for redistribution or public posting. Reproduction or republication in any form requires prior written permission. Figures and outcomes are illustrative of the engagement described and do not constitute a guarantee of future results.

From struggle to strength. Then forward, one cohort at a time.

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