Section 1 / The Floor

The minimum skill expectations for the role

The most common fresher-accessible role in this profile, reduced to its essential skills. Target this stack to get hired quickest.

7MUST-HAVE SKILLS

Skills · ranked by prevalence

01Python54.1%the automation language of ops

02AWS43.8%the default cloud to automate

03Kubernetes35.1%where workloads actually run

04Terraform27.7%infrastructure written as code

05Docker25.4%the unit of deployment

06Jenkins22.1%the pipeline workhorse

07Ansible13.4%configuration at fleet scale

Section 2 / Pick Your Track

Where to specialize once you're in

Sub-tracks within this profile. Picking one is not optional.

01

CLOUD / KUBERNETES

← THE DEFAULT

FA share43.4%of fresher postings

Entry pay₹4to ₹11LPA · min to typical · profile-wide

On top of the floor

GCPAzureCloud-Native Design

MNC and GCC led, with services firms, product companies and mid-size shops filling in.

02

INFRA / SYSADMIN

← THE OPS FOUNDATION

FA share21.6%of fresher postings

Entry pay₹4to ₹11LPA · min to typical · profile-wide

On top of the floor

Linux

Spread across services firms, mid-size shops and MNCs, with some elite tech.

03

SRE

← THE PAY LEADER

FA share18.7%of fresher postings

Entry pay₹4to ₹11LPA · min to typical · profile-wide

On top of the floor

MonitoringIncident Management

MNC and GCC led with the strongest elite-tech presence of the devops tracks.

04

CI/CD

← THE PIPELINE TRACK

FA share12.3%of fresher postings

Entry pay₹4to ₹11LPA · min to typical · profile-wide

On top of the floor

Nothing beyond the floor

Strongly MNC and GCC concentrated, with a thin spread of other employers.

05

NETWORK ENGINEERING

← THE NETWORK-OPS TRACK

FA share3.3%of fresher postings

Entry pay₹4to ₹11LPA · min to typical · profile-wide

On top of the floor

Incident Management

Dominated by Indian IT services firms, with a modest elite-tech slice.

Small sample, so the network track's numbers are directional only.

Section 3 / The Skill Arc

The skills that grow with your seniority

Two things. Which skills grow more important with seniority, and which carry over when switching profiles.

A

Senior skew - what skills grow more important with seniority.

Rising · FA → SR

01Kubernetes

FA35.1%

SR55.5%

+20.4 pp

02Docker

FA25.4%

SR37.9%

+12.5 pp

03Microservices

FA10.7%

SR22.8%

+12.1 pp

04Azure DevOps

FA16.3%

SR27.7%

+11.4 pp

05Go

FA16.3%

SR26.8%

+10.4 pp

06Azure

FA28.1%

SR38.3%

+10.2 pp

07AWS

FA43.8%

SR52.4%

+8.6 pp

08Terraform

FA27.7%

SR35.9%

+8.2 pp

09Java

FA27.3%

SR35.5%

+8.2 pp

Fading · FA → SR

01Problem Solving

FA32.2%

SR24.7%

-7.6 pp

02Linux

FA27.5%

SR21.4%

-6.0 pp

B

Portability - what skills remain valued in other profiles.

Portable · cross-profile spread (out of 15)

01Python

11/15

Data Science & ML78%AI & LLM Applications76%Data Engineering73%

02AWS

10/15

Data Engineering44%Fullstack Development41%Backend Development39%

03Kubernetes

8/15

Security Engineering27%Backend Development22%AI & LLM Applications20%

04Docker

8/15

Backend Development28%AI & LLM Applications24%Fullstack Development21%

05Azure

7/15

Data Engineering30%AI & LLM Applications28%Security Engineering26%

06GCP

7/15

AI & LLM Applications26%Security Engineering25%Data Engineering21%

07Linux

3/15

Security Engineering19%Fullstack Development11%

08Cloud-Native Design

3/15

Backend Development18%Fullstack Development12%

09Jenkins

3/15

QA & Testing20%Backend Development12%

10Go

3/15

Security Engineering20%Backend Development18%

Locked · stays inside the profile

01Incident Management1/15

02Grafana1/15

03Ansible1/15

04Terraform2/15

05Monitoring2/15

06Bash2/15

Section 4 / Targeting your Company Pool

Which skills each employer tier wants

Two distinct company pools with different skill profiles.

MAANG and Tier-1 Global Tech

n = 396usable

CompaniesGoogleAmazonMetaAtlassianCloudflare

Skill skew · MAANG and Tier-1 Global Tech vs IT Services & BPO

% in MAANGSkill% in IT ServicesSkew

59.1%

Distributed Systems

2.3%

+56.8 pp

58.3%

Java

4.8%

+53.5 pp

48.5%

C/C++

0.4%

+48.1 pp

54.8%

Python

12.4%

+42.4 pp

32.6%

Scalability

1.4%

+31.1 pp

32.1%

Code Reviews

2.9%

+29.2 pp

26.8%

Design Patterns

0.5%

+26.2 pp

31.3%

Cloud Architecture

5.2%

+26.1 pp

28.3%

Cloud-Native Design

5.0%

+23.3 pp

IT Services & BPO

n = 558usable

CompaniesTCSInfosysWiproLTIMindtreeHCL

Skill skew · MAANG and Tier-1 Global Tech vs IT Services & BPO

% in MAANGSkill% in IT ServicesSkew

10.6%

Root Cause Analysis

76.0%

-65.4 pp

7.1%

Test Automation

69.0%

-61.9 pp

0.5%

Test Case Design

59.0%

-58.5 pp

1.5%

Requirements Analysis

55.4%

-53.9 pp

1.0%

Report Generation

53.8%

-52.8 pp

0.5%

Software Validation

49.5%

-49.0 pp

23.2%

Monitoring

67.7%

-44.5 pp

22.7%

SDLC

59.7%

-37.0 pp

8.8%

Performance Analysis

36.7%

-27.9 pp