Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 5 December 2021

The following table provides summary statistics for permanent job vacancies with a requirement for Apache Ignite skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Ignite over the 6 months to 5 December 2021 with a comparison to the same period in the previous 2 years.

Apache Ignite
UK
6 months to
5 Dec 2021		 Same period 2020 Same period 2019
Rank 953 685 1062
Rank change year-on-year -268 +377 +82
Permanent jobs citing Apache Ignite 108 43 7
As % of all permanent jobs advertised in the UK 0.085% 0.077% 0.005%
As % of the Database & Business Intelligence category 0.31% 0.27% 0.019%
Number of salaries quoted 103 43 7
10th Percentile £73,500 £68,750 £52,250
25th Percentile £77,500 £87,500 £56,250
Median annual salary (50th Percentile) £100,000 £97,500 £67,500
Median % change year-on-year +2.56% +44.44% +17.39%
75th Percentile £136,250 £136,250 £81,250
90th Percentile " " £89,750
UK excluding London median annual salary £47,500 £73,750 £62,500
% change year-on-year -35.59% +18.00% -26.47%

Apache Ignite is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 34,783 15,812 36,750
As % of all permanent IT jobs advertised in the UK 27.38% 28.28% 27.19%
Number of salaries quoted 22,511 13,534 30,629
10th Percentile £35,750 £33,750 £31,500
25th Percentile £43,000 £42,000 £38,750
Median annual salary (50th Percentile) £60,000 £55,000 £52,500
Median % change year-on-year +9.09% +4.76% +5.00%
75th Percentile £77,500 £72,500 £70,000
90th Percentile £95,000 £87,500 £87,500
UK excluding London median annual salary £50,000 £48,500 £45,000
% change year-on-year +3.09% +7.78% -

Apache Ignite
Job Vacancy Trend

Job postings citing Apache Ignite as a proportion of all IT jobs advertised.

Job vacancy trend for Apache Ignite in the UK

Apache Ignite
Salary Trend

3-month moving average salary quoted in jobs citing Apache Ignite.

Salary trend for Apache Ignite in the UK

Apache Ignite
Salary Histogram

Salary distribution for jobs citing Apache Ignite over the 6 months to 5 December 2021.

Salary histogram for Apache Ignite in the UK

Apache Ignite
Top 9 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Ignite within the UK over the 6 months to 5 December 2021. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year		 Matching
Permanent
IT Job Ads		 Median Salary
Past 6 Months		 Median Salary
% Change
on Same Period
Last Year		 Live
Job
Vacancies
England -216 108 £100,000 +2.56% 5
London -183 99 £117,500 +6.82% 5
Work from Home - 42 £101,250 - 1
UK excluding London -206 8 £47,500 -35.59%
Midlands -101 7 £50,000 +42.86%
West Midlands -86 4 £45,000 +28.57%
East Midlands - 3 £50,000 -
North West - 1 £45,000 -
North of England - 1 £45,000 -

For the 6 months to 5 December 2021, IT jobs citing Apache Ignite also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Apache Ignite.

1 108 (100.00%) Java
2 106 (98.15%) Apache
3 105 (97.22%) SQL
4 100 (92.59%) Agile Software Development
5 99 (91.67%) AngularJS
5 99 (91.67%) TypeScript
6 98 (90.74%) JavaScript
7 95 (87.96%) Full Stack Development
8 94 (87.04%) Finance
8 94 (87.04%) Scala
8 94 (87.04%) Clojure
9 92 (85.19%) React
9 92 (85.19%) Web Services
10 91 (84.26%) Python
10 91 (84.26%) Software Engineering
11 90 (83.33%) Asset Management
11 90 (83.33%) Derivative
11 90 (83.33%) Amazon EC2
11 90 (83.33%) Amazon S3
11 90 (83.33%) Fixed Income
11 90 (83.33%) Equities
11 90 (83.33%) Foreign Exchange (FX)
11 90 (83.33%) Front Office
11 90 (83.33%) Kotlin
11 90 (83.33%) Vue.js
11 90 (83.33%) AWS Lambda
11 90 (83.33%) Hedge funds
11 90 (83.33%) AWS
11 90 (83.33%) Amazon DynamoDB
11 90 (83.33%) Serverless

Apache Ignite
Co-occurring IT Skills by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 106 (98.15%) Apache
2 4 (3.70%) Apache Spark
3 2 (1.85%) Oracle Coherence
Cloud Services
1 90 (83.33%) Amazon EC2
1 90 (83.33%) Amazon S3
1 90 (83.33%) AWS
1 90 (83.33%) AWS Lambda
1 90 (83.33%) Serverless
2 3 (2.78%) GCP
3 1 (0.93%) Azure
Database & Business Intelligence
1 90 (83.33%) Amazon DynamoDB
2 13 (12.04%) Apache Cassandra
3 5 (4.63%) Hazelcast
3 5 (4.63%) NoSQL
4 4 (3.70%) Apache Hive
4 4 (3.70%) Big Data
4 4 (3.70%) Hadoop
4 4 (3.70%) HBase
4 4 (3.70%) Impala
4 4 (3.70%) Mahout
4 4 (3.70%) MongoDB
5 3 (2.78%) Redis
6 2 (1.85%) Infinispan
6 2 (1.85%) Relational Database
6 2 (1.85%) SQL Server
Development Applications
1 8 (7.41%) Selenium
2 7 (6.48%) Git (software)
3 4 (3.70%) Bitbucket
4 3 (2.78%) Jenkins
4 3 (2.78%) JUnit
4 3 (2.78%) Maven
4 3 (2.78%) TeamCity
General
1 94 (87.04%) Finance
2 90 (83.33%) Front Office
3 13 (12.04%) Analytical Skills
4 8 (7.41%) Organisational Skills
5 4 (3.70%) Inclusion and Diversity
5 4 (3.70%) Social Skills
6 1 (0.93%) Law
Job Titles
1 103 (95.37%) Developer
2 90 (83.33%) Developer/Software Engineer
2 90 (83.33%) Python Developer
2 90 (83.33%) Python Engineer
2 90 (83.33%) Python Software Engineer
2 90 (83.33%) Software Engineer
3 27 (25.00%) AWS Developer
3 27 (25.00%) AWS Engineer
3 27 (25.00%) AWS Software Engineer
4 21 (19.44%) JavaScript Developer
4 21 (19.44%) JavaScript Engineer
5 13 (12.04%) Java Developer
6 8 (7.41%) Java Software Developer
6 8 (7.41%) Software Developer
7 4 (3.70%) Big Data Engineer
7 4 (3.70%) Data Engineer
7 4 (3.70%) Scala Engineer
7 4 (3.70%) Senior Data Engineer
7 4 (3.70%) Senior Scala Engineer
8 3 (2.78%) Senior Java Software Developer
Libraries, Frameworks & Software Standards
1 99 (91.67%) AngularJS
2 92 (85.19%) React
2 92 (85.19%) Web Services
3 90 (83.33%) Vue.js
4 18 (16.67%) Kafka
5 9 (8.33%) CSS
5 9 (8.33%) HTML
6 8 (7.41%) Flutter
6 8 (7.41%) JDBC
7 4 (3.70%) H2O
7 4 (3.70%) Spring
8 3 (2.78%) Akka
8 3 (2.78%) JMS
8 3 (2.78%) RxJava
8 3 (2.78%) Vert.x
9 2 (1.85%) REST
10 1 (0.93%) gRPC
10 1 (0.93%) Node.js
10 1 (0.93%) Protocol Buffers
Miscellaneous
1 90 (83.33%) Derivative
1 90 (83.33%) Equities
1 90 (83.33%) Fixed Income
1 90 (83.33%) Foreign Exchange (FX)
1 90 (83.33%) Hedge funds
2 8 (7.41%) Analytical Mindset
2 8 (7.41%) Augmented Reality
2 8 (7.41%) Mobile App
3 4 (3.70%) Algorithms
3 4 (3.70%) Data Structures
3 4 (3.70%) Life Science
3 4 (3.70%) Virtual Team
4 2 (1.85%) Reference Data
5 1 (0.93%) Enterprise Software
5 1 (0.93%) User Experience
Operating Systems
1 8 (7.41%) Android
1 8 (7.41%) Apple iOS
2 4 (3.70%) DC/OS
3 3 (2.78%) Linux
3 3 (2.78%) SUSE Linux Enterprise Server
Processes & Methodologies
1 100 (92.59%) Agile Software Development
2 95 (87.96%) Full Stack Development
3 91 (84.26%) Software Engineering
4 90 (83.33%) Asset Management
5 12 (11.11%) Analytics
6 8 (7.41%) Content Management
6 8 (7.41%) Digital Twin
6 8 (7.41%) Mathematics
6 8 (7.41%) Problem-Solving
6 8 (7.41%) Product Requirements
6 8 (7.41%) Test Automation
7 6 (5.56%) TDD
8 5 (4.63%) Computer Science
9 4 (3.70%) Artificial Intelligence
9 4 (3.70%) ETL
9 4 (3.70%) Machine Learning
9 4 (3.70%) Mentoring
9 4 (3.70%) Refactoring
9 4 (3.70%) SDLC
9 4 (3.70%) Statistics
Programming Languages
1 108 (100.00%) Java
2 105 (97.22%) SQL
3 99 (91.67%) TypeScript
4 98 (90.74%) JavaScript
5 94 (87.04%) Clojure
5 94 (87.04%) Scala
6 91 (84.26%) Python
7 90 (83.33%) Kotlin
8 4 (3.70%) Haskell
9 3 (2.78%) Bash Shell
Qualifications
1 8 (7.41%) Sun Certification
2 5 (4.63%) Computer Science Degree
2 5 (4.63%) Degree
3 1 (0.93%) Master's Degree
System Software
1 5 (4.63%) Docker
Systems Management
1 5 (4.63%) Kubernetes
2 4 (3.70%) Apache Brooklyn
2 4 (3.70%) Marathon
2 4 (3.70%) Mesos
Vendors
1 8 (7.41%) Oracle
2 4 (3.70%) Cloudera
2 4 (3.70%) Hortonworks
2 4 (3.70%) MapR
3 3 (2.78%) Google
4 1 (0.93%) Instagram
4 1 (0.93%) Sybase