Backend Development — Skills

§ 01

THE FLOOR

Skills you can't skip. Below this floor your resume doesn't get opened.

7MUST-HAVE SKILLS

Skills · ranked by prevalence

01Java59.8%The default language.

02Problem Solving46.4%DSA / interview gate.

03AWS38.6%Dominant cloud platform.

04Agile37.2%Process baseline. Standard everywhere.

05SQL35.0%The query layer. Non-negotiable.

06Python34.8%Screening and scripting.

07Microservices34.2%Architecture default in JDs.

On the bubble

Git FlowData StructuresAlgorithmsSpring BootDockerSpring CloudREST API Design

§ 02

PICK YOUR TRACK

Sub-tracks within this profile. Picking one is non-optional.

01

JAVA / SPRING

← THE DEFAULT

FA share52.9%of FA postings · n = 445

Salary₹18± ₹9LPA · mean ± SD

Company mix

MNCs & GCCs~40%

Established SME~19%

Unicorns & Indian Product~15%

Lala Companies~11%

Hires at

Scout Inc.AmazonIBMJoveo AiAccenture

Add to the floor

Spring BootSpring CloudData StructuresGit FlowAlgorithmsSpring Security

02

CLOUD-FIRST

← THE HEDGE

FA share14.1%of FA postings · n = 119

Salary₹20± ₹13LPA · mean ± SD

Company mix

MAANG & Elite Global Tech~30%

MNCs & GCCs~19%

Established SME~18%

Lala Companies~12%

Hires at

AmazonAccentureSociete GeneraleAWS (Amazon)Astra Security

Add to the floor

Data StructuresAlgorithmsDistributed SystemsScalabilityC#Debugging

03

GOLANG

← MODERN-STACK ENTRY

FA share9.9%of FA postings · n = 83

Salary₹18± ₹8LPA · mean ± SD

Company mix

Unicorns & Indian Product~29%

MNCs & GCCs~28%

Established SME~23%

Hires at

UplersZopSmartScout Inc.TeradataALLEN Digital

Add to the floor

GoDockerKubernetesData StructuresAlgorithmsPostgreSQL

04

.NET

← THE MS PATH

FA share9.9%of FA postings · n = 83

Salary₹16± ₹9LPA · mean ± SD

Company mix

MNCs & GCCs~42%

Established SME~35%

Hires at

AccentureJPMorganChaseMicrosofthackajobHoneywell

Add to the floor

.NETC#SQL ServerGit FlowAzureASP.NET MVC

05

NODE.JS

← FROM A FRONTEND BG

FA share6.8%of FA postings · n = 57

Salary₹12± ₹6LPA · mean ± SD

Company mix

Established SME~35%

Lala Companies~23%

MNCs & GCCs~19%

Hires at

PwC IndiaAlaanEnterprise BotScout Inc.Eternal Robotics

Add to the floor

Node.jsREST API DesignMongoDBDockerAzureJavaScript

06

PYTHON

← THE PIVOT KING

FA share6.5%of FA postings · n = 55

Salary₹13± ₹6LPA · mean ± SD

Company mix

Established SME~35%

MNCs & GCCs~24%

Lala Companies~16%

Hires at

Trendlyne.comUplersAlationBizdata Inc.Bristol Myers Squibb

Add to the floor

DockerDjangoPostgreSQLFastAPIFlaskMySQL

§ 03

THE SKILL ARC

What ramps with seniority. What travels if you leave the profile.

A

Senior skew — what ramps with seniority.

Rising · FA → SR

01Microservices

FA34.2%

SR56.5%

+22.2 pp

02Kubernetes

FA20.8%

SR39.8%

+19.0 pp

03Spring Boot

FA28.6%

SR47.3%

+18.7 pp

04Kafka

FA16.1%

SR30.0%

+13.8 pp

05Docker

FA28.1%

SR37.5%

+9.4 pp

06REST API Design

FA25.7%

SR35.1%

+9.4 pp

07Azure

FA24.2%

SR33.1%

+9.0 pp

08Jenkins

FA11.4%

SR19.2%

+7.8 pp

09REST Assured

FA24.2%

SR31.8%

+7.6 pp

Fading · FA → SR

01Data Structures

FA31.1%

SR17.4%

-13.7 pp

02Algorithms

FA29.4%

SR16.3%

-13.1 pp

03Problem Solving

FA46.4%

SR33.6%

-12.8 pp

04Python

FA34.8%

SR23.3%

-11.5 pp

05OOP

FA23.6%

SR15.0%

-8.6 pp

B

Portability — what travels if you leave the profile.

Portable · cross-profile spread (out of 15)

01Problem Solving

15/15

Mobile Development41%Data Analytics & BI40%Enterprise Platforms40%

02Agile

15/15

Fullstack Development47%Enterprise Platforms43%Generalist SWE40%

03Debugging

13/15

Systems & Embedded36%Mobile Development27%Generalist SWE25%

04Troubleshooting

13/15

Enterprise Platforms36%DevOps & Platform32%Generalist SWE21%

05SQL

12/15

Data Analytics & BI63%Data Engineering57%Fullstack Development45%

06Java

12/15

Fullstack Development42%Security Engineering42%QA & Testing40%

07SDLC

12/15

Generalist SWE38%Enterprise Platforms22%Domain-Specific Development19%

08AWS

11/15

DevOps & Platform48%Security Engineering43%Data Engineering39%

09System Design

11/15

Generalist SWE27%DevOps & Platform17%AI & LLM Applications16%

10Code Reviews

11/15

Frontend Development25%Fullstack Development23%Mobile Development22%

11Performance Optimization

11/15

Mobile Development26%Frontend Development20%Generalist SWE20%

12Python

11/15

Data Science & ML78%AI & LLM Applications66%Data Engineering57%

13Azure

10/15

Security Engineering40%DevOps & Platform35%Data Engineering33%

Locked · stays inside the profile

01REST API Design2/15

02Spring Cloud1/15

03REST Assured2/15

04Spring Security1/15

05Spring MVC2/15

06Spring Data JPA1/15

07MySQL2/15

08Spring Batch1/15

09MongoDB2/15

10Hybrid Cloud2/15

11Public Cloud2/15

12Multi-Cloud2/15

13Private Cloud2/15

14Hibernate1/15

15.NET2/15

§ 04

TARGETING YOUR COMPANY POOL

Hiring volume splits across two distinct company pools with different skill profiles.

MAANG & Tier-1 Tech

n = 641usable

CompaniesGoogleMetaAmazonAtlassianStripeCloudflare

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

% in MAANGSkill% in IT ServicesSkew

65.1%

Distributed Systems

3.7%

+61.4 pp

61.2%

Code Reviews

13.9%

+47.2 pp

50.1%

Scalability

6.5%

+43.5 pp

36.6%

Distributed System Design

0.6%

+36.0 pp

41.1%

C#

12.1%

+29.0 pp

53.0%

Design Patterns

24.3%

+28.7 pp

43.8%

System Design

16.8%

+27.0 pp

26.8%

Algorithms

2.5%

+24.3 pp

24.1%

Data Structures

6.1%

+18.0 pp

IT Services & BPO

n = 466usable

CompaniesTCSInfosysWiproHCLCognizantTech Mahindra

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

% in MAANGSkill% in IT ServicesSkew

1.3%

Spring Boot

56.9%

-55.6 pp

13.9%

Microservices

51.5%

-37.6 pp

7.3%

SQL

31.9%

-24.6 pp

21.3%

Agile

45.6%

-24.3 pp

2.1%

Git Flow

23.7%

-21.6 pp

1.0%

Spring MVC

22.5%

-21.5 pp

0.7%

Spring Data JPA

20.0%

-19.3 pp

2.2%

Requirements Analysis

20.7%

-18.4 pp

4.2%

REST API Design

22.1%

-17.9 pp