From our research
What this interview looks like
The UPSC Engineering Services personality test carries 200 marks out of 1300, and the Combined Geo-Scientist personality test carries 200 marks out of 1200, while the Combined Medical Services personality test carries 100 marks out of 600. The UPSC board is chaired by a Commission member with three or four other members, typically a retired chief engineer, Engineer-in-Chief or Director General from a central engineering organisation, an academic from an IIT or NIT, and a generalist administrator. It runs 20 to 30 minutes, opens from the Detailed Application Form, and then probes the discipline at a conceptual level, recent developments in the sector, an engineering-ethics or administrative dilemma, and the candidate's reasons for a government engineering service and their cadre preference. State PSC Assistant Engineer interviews are shorter, usually 15 to 20 minutes before a Commission member and one or two departmental engineers, and carry around 100 marks on top of a written examination of 700 to 900 marks, with the exact scheme in each state's notification. Railway Recruitment Board JE and SSE posts have had no interview since the mid-2010s, so railway technical boards in practice mean departmental selection boards for serving staff, metro rail corporations that still interview for engineer and assistant-manager posts, and railway PSUs such as RVNL, IRCON, RITES and Konkan Railway. The ExamPilot mock uses the civil-services board sitting of 20 minutes for the two UPSC posts and the PSU interview sitting of 16 minutes for state and railway posts, with Hindi and English mixed as those boards do.
How it is weighted
As per the UPSC notifications: the CMS personality test carries 100 marks against a computer-based examination of 500, total 600; the Combined Geo-Scientist personality test carries 200 marks against 400 in Stage I and 600 in Stage II, total 1200. Neither has a separate qualifying minimum for the interview, so the written score sets the band and the interview decides the post within it.
Who this is for
For CMS: MBBS graduates, including final-year students who have appeared in the final examination, who have cleared the computer-based examination for posts such as Medical Officer in Railways, Assistant Divisional Medical Officer, General Duty Medical Officer in the New Delhi and other municipal services and Junior Scale in the Central Health Service. For Geo-Scientist: M.Sc. holders in Geology, Applied Geology, Geophysics, Hydrogeology or Chemistry who have cleared Stage I and Stage II for Geologist, Geophysicist and Chemist in the Geological Survey of India and Scientist B in the Central Ground Water Board.
The panel focuses on
- Clinical reasoning and public-health awareness for CMS: managing a railway or municipal OPD, outbreak response, national health programmes
- Field geology, hydrogeology, geophysical exploration or analytical chemistry at the level a GSI or CGWB director would probe
- DAF entries: your university, dissertation or internship, field camps, posting experience and hobbies
- Current debates in your field, such as critical-mineral exploration, groundwater over-extraction, antimicrobial resistance or health-insurance schemes, with a balanced view
- Ethics and administration: a doctor facing a VIP demand, a geologist asked to soften a report, working with district administration during a disaster
- Why a central technical service rather than private practice, research abroad or a state job, and realism about postings in remote field areas
Step 1
Pick your subject
The expert on the panel probes these areas at the level of this post. Optional here; you can choose during setup.
Step 2
Choose how you want to be interviewed
1:1 interview
One interviewer runs every round and adapts the focus as you go. Lower pressure; ideal for a first attempt.
Er. Devendra Nath Mishra
External member
Panel interview · 4 members
Most realisticEach member leads their own round and hands over to the next. They hear each other, so a weak answer will be revisited.
Shri Devendra Singh Rathore, IAS (Retd.)
Chairperson
Er. Devendra Nath Mishra
External member
Dr. Farhan Qureshi
Psychologist
Dr. Lakshmi Iyer
External member
What to expect
5 rounds · 20 minutes
A board led by a chairperson with members taking turns, mirroring the UPSC Personality Test. Opens from the candidate's DAF (home state, education, work, hobbies, optional subject), then a member probes current affairs and policy with a demand for balanced views, a member poses an administrative ethics dilemma, and a member explores hobbies, motivation and service preference. The board assesses personality, balance and judgement, not recall.
- Round 1
Opening from the DAF
· 4:00Set a courteous, unhurried tone and open the candidate's profile as the real board does: home district and state, education, work experience, gap years, optional subject and service preference. Form a first view of composure and honesty.
Shri Devendra Singh Rathore, IAS (Retd.)2–3 questionsup to 1 follow-up each - Round 2
Current affairs & governance
· 5:00Test awareness of national and international developments and governance debates linked to the candidate's background, and whether they can hold a balanced, reasoned view when the opposite side is put to them.
Er. Devendra Nath Mishra3–4 questionsup to 2 follow-ups each - Round 3
Ethics & administrative situations
· 5:00Assess integrity and practical judgement in a district administration dilemma: political pressure, disaster response, corruption, communal tension or a conflict between rules and compassion.
Dr. Farhan Qureshi2–2 questionsup to 2 follow-ups each - Round 4
Hobbies, motivation & service preference
· 4:00Explore a declared hobby in genuine depth, the candidate's motivation for the civil services and their service preference, and look for leadership indicators and realism about the first posting.
Er. Devendra Nath Mishra2–3 questionsup to 1 follow-up each - Round 5
Closing
· 2:00Close the board courteously, as the UPSC does, without feedback or hints about performance.
Shri Devendra Singh Rathore, IAS (Retd.)1–1 questions
Sample questions
ESE & technical boards UPSC CMS / Geo-Scientist interview questions
Questions panels commonly ask in the ESE & technical boards UPSC CMS / Geo-Scientist interview, with what a strong answer covers. Practise them aloud with the AI panel.
- Clinical reasoning
As a medical officer in a railway hospital, a patient arrives with high fever and low platelets during the monsoon. How do you approach this in the OPD?
What a strong answer covers
Considers dengue, malaria and other febrile illnesses, assesses warning signs and hydration, orders appropriate tests, explains that platelet count alone does not decide transfusion, and refers when danger signs appear. Avoid prescribing drug doses or overstating platelet transfusion.
- Public health
What is antimicrobial resistance, and what can a medical officer in a central government dispensary actually do about it?
What a strong answer covers
Explains how misuse of antibiotics drives resistance, and lists practical steps: rational prescribing, patient education on completing courses, avoiding antibiotics for viral illness and following treatment guidelines. Avoid giving only a textbook definition.
- Ethics
A VIP's relative demands to be seen ahead of a waiting queue of patients at your dispensary. How do you handle it?
What a strong answer covers
Prioritises by clinical need, explains the system courteously, sees the person promptly only if medically urgent, and documents and informs the superior if pressure escalates. Avoid either rudeness or giving in quietly.
- Hydrogeology
For the Geo-Scientist post, explain how groundwater gets over-extracted in hard-rock areas of the Deccan, and why it recovers more slowly than in alluvial plains.
What a strong answer covers
Discusses limited porosity in weathered and fractured rock, low storage capacity, dependence on fractures, and recharge constraints compared with alluvial aquifers. Mentions monitoring and artificial recharge. Avoid presenting all aquifers as behaving the same.
- Mineral exploration
India is searching for critical minerals such as lithium and rare earths. What would the first stages of exploration look like for a GSI team?
What a strong answer covers
Describes regional geological mapping, geochemical sampling of stream sediments and soil, geophysical surveys, remote sensing and then drilling to estimate resources, following exploration stages. Avoid naming specific discoveries or reserve figures unless certain.
- Geophysics
Explain the difference between gravity and magnetic surveys, and when a geophysicist would use each in mineral exploration.
What a strong answer covers
Gravity surveys detect density contrasts while magnetic surveys detect magnetic susceptibility contrasts, used for mapping structures, ore bodies or basement depth. Mention terrain correction and interpretation limits. Avoid treating both as interchangeable.
- Analytical chemistry
For a chemist in GSI, why is quality control on analytical results crucial before a mineral resource is reported?
What a strong answer covers
Explains certified reference materials, duplicates and blanks, calibration and detection limits, and how errors can mislead exploration decisions. Avoid saying instruments are accurate enough without checks.
- Professional integrity
Your senior asks you to soften the conclusion of a field report on a landslide-prone slope near a planned road because the project is politically important. What do you do?
What a strong answer covers
Keeps the technical findings accurate, presents them clearly with uncertainties and recommendations, discusses concerns with the senior and records disagreement in writing if necessary. Avoid altering findings or leaking them outside channels.
- Motivation
Why choose a central technical service with field postings over private practice or a research career abroad?
What a strong answer covers
Specific motivations such as public service, field-scale work or national programmes, with realistic acceptance of remote postings and administrative duties. Avoid sounding as if the service is a fallback option.
Reading is not rehearsing. Answer these out loud to an AI ESE & technical boards UPSC CMS / Geo-Scientist panel that follows up like the real one.
Practise these questionsMeet the panel
Your AI interviewers
Distinct personas, voices and questioning styles, briefed on this post.
Shri Devendra Singh Rathore, IAS (Retd.)
ChairChairperson
Former Secretary to Government of India; UPSC-style board chairperson
Measured, senior, tests balance and composure.
Male voice · 2 languages
Er. Devendra Nath Mishra
External member
Former Chief Engineer and Director General, central engineering organisation; UPSC Engineering Services board member
Unhurried, exact, project-minded, allergic to formula recital.
Male voice · 3 languages
Dr. Farhan Qureshi
Psychologist
Educational psychologist & inclusive-education expert
Calm, observant, empathetic.
Male voice · 3 languages
Dr. Lakshmi Iyer
External member
External member, university department of education (NCERT/CBSE resource person)
Policy-aware, thoughtful, expects reflection.
Female voice · 4 languages
Languages
Answer in the language you think in
The panel asks in your chosen language. Switch mid-answer if you like.
- English
- हिंदीHindi
How scoring works
A report you can act on
Every round is scored on the rubric
Each interviewer scores only the criteria their round covers. Weights add up to your overall score out of 100.
Only what you actually said counts
Feedback quotes your own answers. Rounds you skip show as “Not assessed” rather than a zero.
Communication is always measured
Fluency, clarity, confidence and structure are tracked across the whole interview, in any language.
Pass mark, then a plan
You see the pass mark for this interview, your gaps, and the courses that close them fastest.
Scored on
- Clarity of thought & balance25%
Structured, balanced views; distinguishes fact from opinion; sees more than one side of a policy question; avoids extreme or partisan positions; can hold a view under counter-argument without becoming rigid.
- Awareness & depth25%
Grasp of current affairs, home state, academic background and DAF entries, with genuine depth on follow-ups rather than headline recall.
- Integrity & situational judgement20%
Ethical reasoning, honesty under pressure, administrative practicality: knows the rules, the people and the sequence of actions in a district situation.
- Communication & composure20%
Concise expression, listening, poise when challenged, admits not knowing gracefully, does not bluff or ramble.
- Leadership & motivation for service10%
Genuine, specific motivation for public service; service-preference reasoning; evidence of initiative, teamwork and taking responsibility.
Pass mark 60 / 100 · Civil services personality test — UPSC-style board
Keep exploring
More ESE & technical boards interviews
- ESE & technical boards UPSC ESE interviewEngineering graduates, 21–30 years with relaxations; Civil, Mechanical, Electrical, Electronics & Telecommunication
- ESE & technical boards State PSC AE / JE interviewDiploma and degree engineers, typically 21–40 years with state-specific relaxations
- ESE & technical boards Railway / Metro technical interviewServing railway JE/SSE appearing before departmental selection boards, and engineers applying to metro rail corporations and railway PSUs, typically 21–35 years