Period
to 15 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Berkshire with a requirement for Hadoop skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hadoop over the 6 months to 15 August 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South East > Berkshire
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 174 148 202
Rank change year-on-year -26 +54 +38
Permanent jobs citing Hadoop 83 111 120
As % of all permanent IT jobs advertised in Berkshire 1.26% 1.72% 1.32%
As % of the Database & Business Intelligence category 4.36% 6.15% 5.05%
Number of salaries quoted 60 73 102
Berkshire median annual salary £57,500 £50,000 £51,500
Median salary % change year-on-year +15.00% -2.91% -14.17%
10th Percentile £37,500 £21,700 £37,500
90th Percentile £95,000 £74,250 £72,375
South East median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +4.76%

Hadoop 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 advertised in Berkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Berkshire
Permanent vacancies with a requirement for database or business intelligence skills 1,904 1,804 2,377
As % of all permanent IT jobs advertised in Berkshire 28.96% 28.00% 26.17%
Number of salaries quoted 1,529 1,501 2,087
Berkshire median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -2.06%
10th Percentile £31,250 £29,750 £31,250
90th Percentile £70,000 £71,250 £67,500
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

Hadoop
Job Vacancy Trend in Berkshire

Job postings citing Hadoop as a percentage of all IT jobs advertised in Berkshire.

Job vacancy trend for Hadoop in Berkshire

Hadoop
Salary Trend in Berkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Hadoop in Berkshire.

Salary trend for Hadoop in Berkshire

Hadoop
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Hadoop in Berkshire over the 6 months to 15 August 2018.

Salary histogram for Hadoop in Berkshire

Hadoop
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Berkshire region over the 6 months to 15 August 2018. 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
Reading +21 67 £56,250 +12.50% 7
Newbury - 11 £82,500 - 1
Hadoop
South East

For the 6 months to 15 August 2018, IT jobs citing Hadoop 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 across the Berkshire region with a requirement for Hadoop.

1 50 (60.24%) Apache Spark
2 45 (54.22%) Big Data
3 44 (53.01%) Python
4 42 (50.60%) Java
4 42 (50.60%) Linux
5 35 (42.17%) SQL
6 33 (39.76%) Apache Hive
7 32 (38.55%) Degree
8 31 (37.35%) Analytics
9 29 (34.94%) Security Cleared
10 28 (33.73%) C
11 26 (31.33%) Data Analysis
11 26 (31.33%) DevOps
12 25 (30.12%) HDFS
13 23 (27.71%) Analytical Skills
13 23 (27.71%) Kafka
13 23 (27.71%) DV Cleared
14 22 (26.51%) Scala
14 22 (26.51%) HBase
15 20 (24.10%) Bash Shell
15 20 (24.10%) Puppet
15 20 (24.10%) Impala
15 20 (24.10%) Cybersecurity
15 20 (24.10%) Atlassian
16 19 (22.89%) Git (software)
16 19 (22.89%) Open Source
16 19 (22.89%) ETL
17 18 (21.69%) Windows
17 18 (21.69%) Visualisation
17 18 (21.69%) Agile Software Development

Hadoop
Co-occurring IT Skills in Berkshire 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 50 (60.24%) Apache Spark
2 16 (19.28%) Elasticsearch
3 7 (8.43%) Confluence
4 6 (7.23%) Apache
5 5 (6.02%) SAS
6 4 (4.82%) Apache Pig
7 1 (1.20%) Apache Solr
7 1 (1.20%) BizTalk Server
7 1 (1.20%) IIS
Cloud Services
1 11 (13.25%) Amazon AWS
2 10 (12.05%) Microsoft Azure
3 8 (9.64%) Azure Data Factory
4 4 (4.82%) Google Cloud Platform
5 2 (2.41%) SaaS
Communications & Networking
1 11 (13.25%) SSH
Database & Business Intelligence
1 45 (54.22%) Big Data
2 33 (39.76%) Apache Hive
3 22 (26.51%) HBase
4 20 (24.10%) Impala
5 14 (16.87%) Relational Database
6 10 (12.05%) NoSQL
7 9 (10.84%) Data Lake
7 9 (10.84%) Power BI
8 8 (9.64%) Azure SQL Data Warehouse
8 8 (9.64%) Azure SQL Database
8 8 (9.64%) HDInsight
8 8 (9.64%) RDBMS
8 8 (9.64%) SQL Server Integration Services
9 7 (8.43%) SQL Server
10 5 (6.02%) Data Warehouse
10 5 (6.02%) Redis
11 4 (4.82%) Data Mining
11 4 (4.82%) SQL Server 2012
11 4 (4.82%) SQL Server Analysis Services
11 4 (4.82%) SQL Server Reporting Services
Development Applications
1 19 (22.89%) Git (software)
2 7 (8.43%) Bitbucket
2 7 (8.43%) JIRA
3 2 (2.41%) TeamCity
4 1 (1.20%) Jenkins
4 1 (1.20%) Octopus Deploy
4 1 (1.20%) Visual Studio
General
1 10 (12.05%) Telecoms
2 8 (9.64%) Advertising
3 6 (7.23%) Finance
4 5 (6.02%) Financial Institution
5 4 (4.82%) Games
Job Titles
1 14 (16.87%) Developer
1 14 (16.87%) Software Engineer
2 12 (14.46%) Systems Engineer
3 11 (13.25%) DevOps Engineer
4 10 (12.05%) Big Data Engineer
4 10 (12.05%) Consultant
5 9 (10.84%) Architect
5 9 (10.84%) Data Architect
5 9 (10.84%) Data Engineer
5 9 (10.84%) Hadoop Engineer
6 8 (9.64%) Big Data Architect
6 8 (9.64%) Cybersecurity Engineer
6 8 (9.64%) Security Engineer
7 7 (8.43%) Open Source Developer
8 6 (7.23%) Enterprise Architect
8 6 (7.23%) Enterprise Data Architect
8 6 (7.23%) Software Developer
9 5 (6.02%) C# Software Engineer
9 5 (6.02%) Linux Engineer
9 5 (6.02%) Linux Systems Engineer
Libraries, Frameworks & Software Standards
1 23 (27.71%) Kafka
2 9 (10.84%) TensorFlow
3 7 (8.43%) Elastic Stack
4 6 (7.23%) Akka
5 5 (6.02%) .NET
6 3 (3.61%) MLlib
7 2 (2.41%) KnockoutJS
7 2 (2.41%) Natural Language Processing
7 2 (2.41%) Node.js
7 2 (2.41%) Twitter Bootstrap
7 2 (2.41%) Web Services
8 1 (1.20%) Ajax
8 1 (1.20%) AngularJS
8 1 (1.20%) D3.js
8 1 (1.20%) Entity Framework
8 1 (1.20%) Velocity
Miscellaneous
1 23 (27.71%) Analytical Skills
2 16 (19.28%) Computer Science
3 6 (7.23%) Linux Command Line
4 5 (6.02%) Client/Server
4 5 (6.02%) Digital Currency
4 5 (6.02%) Management Information System
4 5 (6.02%) Self-Motivation
5 4 (4.82%) Driving Licence
6 3 (3.61%) Algorithms
6 3 (3.61%) Cyberthreat
6 3 (3.61%) Greenfield Project
7 1 (1.20%) Cyber Defence
7 1 (1.20%) Enterprise Software
Operating Systems
1 42 (50.60%) Linux
2 18 (21.69%) Windows
3 11 (13.25%) Unix
4 10 (12.05%) Debian
4 10 (12.05%) Ubuntu
5 7 (8.43%) Red Hat Enterprise Linux
6 6 (7.23%) CentOS
Processes & Methodologies
1 31 (37.35%) Analytics
2 26 (31.33%) Data Analysis
2 26 (31.33%) DevOps
3 20 (24.10%) Cybersecurity
4 19 (22.89%) ETL
4 19 (22.89%) Open Source
5 18 (21.69%) Agile Software Development
5 18 (21.69%) Data Analytics
5 18 (21.69%) Visualisation
6 14 (16.87%) Continuous Integration
6 14 (16.87%) Software Engineering
7 13 (15.66%) Change Management
7 13 (15.66%) Configuration Management
7 13 (15.66%) Data Science
7 13 (15.66%) Integration Testing
7 13 (15.66%) Low Latency
7 13 (15.66%) Machine Learning
7 13 (15.66%) Release Management
8 12 (14.46%) Business Intelligence
9 11 (13.25%) MapReduce
Programming Languages
1 44 (53.01%) Python
2 42 (50.60%) Java
3 35 (42.17%) SQL
4 28 (33.73%) C
5 22 (26.51%) Scala
6 20 (24.10%) Bash Shell
7 17 (20.48%) R
8 12 (14.46%) JavaScript
9 10 (12.05%) C++
10 8 (9.64%) C#
10 8 (9.64%) PowerShell
11 6 (7.23%) Go
12 5 (6.02%) Erlang
13 2 (2.41%) T-SQL
14 1 (1.20%) F#
14 1 (1.20%) MATLAB
14 1 (1.20%) ML
Qualifications
1 32 (38.55%) Degree
2 29 (34.94%) Security Cleared
3 23 (27.71%) DV Cleared
4 6 (7.23%) SC Cleared
5 2 (2.41%) MCSA
5 2 (2.41%) MCSE
5 2 (2.41%) Microsoft Certification
5 2 (2.41%) PhD
Quality Assurance & Compliance
1 4 (4.82%) Data Quality
2 1 (1.20%) QA
System Software
1 25 (30.12%) HDFS
2 17 (20.48%) Apache Flume
3 13 (15.66%) Virtual Machines
4 4 (4.82%) Docker
Systems Management
1 20 (24.10%) Puppet
2 16 (19.28%) Kibana
3 5 (6.02%) Ansible
4 4 (4.82%) Docker Swarm
4 4 (4.82%) Kubernetes
5 1 (1.20%) Terraform
Vendors
1 20 (24.10%) Atlassian
2 12 (14.46%) Cloudera
3 8 (9.64%) Microsoft
4 6 (7.23%) Talend
5 5 (6.02%) Capita
6 4 (4.82%) Google
6 4 (4.82%) Informatica
6 4 (4.82%) Red Hat
7 3 (3.61%) Oracle
7 3 (3.61%) RapidMiner
7 3 (3.61%) Teradata
8 2 (2.41%) Hortonworks
8 2 (2.41%) MapR
8 2 (2.41%) Tableau