Overview
Institution: A private engineering college affiliated with a prominent Pune university (name withheld at institution's request) Programme: Dheya University Partnership — Final-Year Career Mentoring Track Cohort Size: 312 students (3rd and 4th year, batch of 2024–25) Duration: 18 months (July 2023 to January 2025) Primary Outcome: Placement rate improved from 64% (2022–23 batch) to 89% (2024–25 batch)
The Starting Point: A Capable Cohort With a Positioning Problem
The college's Training and Placement Officer (TPO) had a specific frustration when she first contacted Dheya. "Our students are not weak," she said. "Our academic results are solid. Our labs are good. But our placement numbers have been stuck between 60 and 68 percent for three years running, while comparable colleges nearby are hitting 80-plus. Something is wrong that grades and technical training are not fixing."
An initial diagnostic conversation with Dheya's institutional team identified several patterns:
Students were applying to the wrong companies. A significant portion of placement rejections were happening at the screening stage — before a technical interview — suggesting misalignment between what students were positioning themselves for and what recruiters were looking for.
Interview-stage conversion was low. Students who made it to interviews were converting at approximately 31%, compared to an industry benchmark of 45–55% for students with comparable academic profiles. This pointed to a gap in self-presentation, not technical ability.
Students lacked clear narratives. When asked "tell me about yourself" or "why this company," answers were generic. Recruiters reported informally to the TPO that students seemed uncertain about what they actually wanted — which creates doubt in an interviewer's mind about whether the candidate will stay.
High-performing students were under-targeting. Several students in the top academic quartile were applying to roles significantly below their capability level, apparently unaware of what they were worth or which companies would be appropriate targets.
The diagnosis pointed toward a structured career mentoring intervention — one that would address self-knowledge, positioning, role-targeting, and communication simultaneously.
The Programme Design: 7D Mentoring Across Two Years
Dheya proposed a full-cohort programme structured around the 7D career development model, adapted for the specific constraints of a college environment (academic calendar, placement season timing, student availability).
The seven dimensions addressed, in sequence:
Discover: RAPD psychometric assessment for all 312 students at the start of 3rd year. Profile reports provided, followed by small-group interpretation sessions. Goal: each student understands their dominant orientations and what those mean for role selection.
Define: Small-group sessions (16–18 students per group) where students worked with a Dheya-trained faculty mentor to translate their RAPD profiles into specific role categories. A student with a high Analytical + Practical profile might map to software development or data engineering; a student with high Directive + Relational might map to product management, sales, or client-facing technical roles.
Discover Gaps: Skills audit against target roles. Students mapped their current skills — technical and non-technical — against the requirements of the roles they were targeting. Gaps were documented and prioritised.
Drive: An 8-month skill-building period (mid-3rd year to early 4th year) where students worked individual development plans. Dheya provided a library of role-specific interview preparation guides. Faculty mentors held monthly one-on-one check-ins.
Design: CV, LinkedIn profile, and interview narrative construction. Each student received written feedback on their CV from a Dheya mentor. A cohort-wide LinkedIn workshop was run in September of 4th year, three months before placement season.
Deliver: Mock interview programme. Every student completed at least two mock interviews — one with a faculty mentor and one with an external Dheya mentor from industry. Feedback was written, specific, and behavioural.
Destination: Live placement support. Dheya mentors were available during the placement season to debrief interview experiences in real time and help students adjust positioning between applications.
The RAPD Findings: What the Cohort Revealed
The RAPD assessment of 312 students produced several findings that directly shaped the programme's targeting strategy.
34% of students had dominant Relational orientations — a significant portion for an engineering cohort, which conventionally skews Analytical and Practical. These students were most likely to thrive in client-facing engineering roles, technical sales, implementation consulting, and project management — roles they had largely not considered because they assumed "engineering jobs" meant individual technical contributor work.
18% showed dominant Directive profiles — students with natural leadership, strategic thinking, and drive toward ownership. These students were strong candidates for management trainee tracks, product management, and early startup roles. Several of them had been targeting junior software developer positions, which would have been significant under-targeting.
Only 22% of the cohort had been deliberately considering roles aligned to their RAPD profiles before the programme began. The remaining 78% were targeting roles based on what was visible at placement fairs, what their peers were targeting, or what their parents expected.
This finding shaped a major early intervention: before any interview preparation, every student was asked to revisit their target role list in light of their RAPD profile and the define-dimension sessions. Approximately 180 students changed at least one of their target roles as a result.
The Employer Feedback Loop
The TPO had maintained informal relationships with HR contacts at several companies that recruited from the campus. Dheya requested permission to conduct structured feedback interviews with recruiters from six of these companies — four IT product companies, one management consultancy, and one infrastructure firm.
Recruiters identified three consistent patterns in students from the college in previous years:
- "They can answer technical questions but cannot explain why they want to work here specifically."
- "When we probe on career goals, answers are vague or they give us what they think we want to hear."
- "We sometimes feel like we are choosing the student's career for them, rather than them having made a choice."
These observations mapped precisely to the gaps the RAPD analysis had surfaced. The assessment findings and the recruiter observations were telling the same story from different directions.
The TPO shared the summarised recruiter feedback with Dheya's programme team. This was used to calibrate the Design and Deliver phases — particularly the interview preparation workshops, which were built around actual objections that recruiters at these specific companies raised, not generic interview questions.
Execution Challenges: What Had to Be Solved
Running an 18-month programme across a 312-student cohort in a functioning academic institution is not without complications. Three challenges are worth documenting because they will be familiar to any institution considering a similar programme.
Faculty bandwidth. The programme required faculty mentors to commit approximately two hours per week during active phases. This was achievable for eight of the twelve nominated mentors; four struggled with the time commitment during exam preparation periods. Dheya's solution was to shift the load to external mentors during peak academic pressure windows and rely on faculty primarily during the lighter academic months.
Student self-selection pressure. The programme was voluntary in its engagement intensity — students who chose to engage more deeply with the mentoring got more out of it. Approximately 40 students (roughly 13%) were minimally engaged — attending required sessions but not pursuing individual development plan work or optional mock interviews. These students showed lower placement improvement compared to the cohort average, but still improved relative to equivalent-profile students in the previous year's batch, likely through osmosis effects (peer conversations about the programme, changed norms in how the cohort talked about placement preparation).
Parent pressure points. Several students who had genuinely found better-aligned role targets through the RAPD-based define process faced parental pushback — parents who expected their child to be placed in a specific company type regardless of fit. The programme addressed this by running one parent information session in the second semester, which helped contextualise the programme's logic to parents who were understandably anxious about outcomes.
The Results
Placement Rate
The 2024–25 batch achieved a placement rate of 89% — the highest in the college's history — compared to 64% for the 2022–23 batch (pre-programme) and a national average of approximately 71% for equivalent institutions in the same period.
278 of 312 students received at least one offer before graduation. Of those not placed, twelve had opted out of campus placements voluntarily (pursuing higher education, startups, or UPSC preparation), and twenty-two were still in active processes at the time of reporting.
Salary Distribution
Average first-year CTC for placed students increased from ₹4.2 LPA (2022–23) to ₹6.8 LPA (2024–25). This is partly attributable to improved targeting — students were applying to better-aligned, higher-compensation roles — and partly to improved interview conversion at companies where compensation scales were higher.
Interview Conversion Rate
The cohort's interview-stage conversion rate improved from 31% to 52% — above the industry benchmark the TPO had cited as a target. This improvement was concentrated in the Design and Deliver phases of the programme.
Recruiter Satisfaction
The TPO conducted informal follow-up conversations with the same six recruiter contacts after the placement season. The consistent theme in their feedback was a change in how students presented themselves: "This batch knew what they wanted."
The Pattern That Matters
The 25-percentage-point improvement in placement rate is the headline number. But the finding that the programme team considers more significant is this: students who completed all seven dimensions of the mentoring programme had a placement rate of 96%. Students who completed fewer than four dimensions had a placement rate of 71%.
The dose-response relationship between engagement with structured career development and placement outcomes is strong. This is consistent with Dheya's experience across other institutional partnerships: career clarity is not a passive state that students arrive at on their own. It is an active achievement that requires structured reflection, honest self-assessment, and iterative preparation — all of which can be provided at scale through a well-designed programme.
Dheya partners with engineering colleges, universities, and professional institutes to design placement-focused career mentoring programmes. For information about university partnerships, contact our institutional team or visit /for-institutions.