Period
to 22 May 2018

The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 6 months to 22 May 2018 with a comparison to the same period in the previous 2 years.

Data Analytics
England > South East
6 months to
22 May 2018
Same period 2017 Same period 2016
Rank 252 330 377
Rank change year-on-year +78 +47 +176
Permanent jobs citing Data Analytics 363 219 269
As % of all permanent IT jobs advertised in the South East 1.20% 0.75% 0.71%
As % of the Processes & Methodologies category 1.35% 0.86% 0.81%
Number of salaries quoted 301 187 205
South East median annual salary £50,000 £47,000 £55,000
Median salary % change year-on-year +6.38% -14.55% +2.33%
10th Percentile £32,058 £27,650 £31,250
90th Percentile £85,000 £63,750 £74,300
England median annual salary £57,500 £55,000 £60,000
% change year-on-year +4.55% -8.33% +9.09%

Data Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 26,913 25,471 33,265
As % of all permanent IT jobs advertised in the South East 88.73% 87.69% 88.25%
Number of salaries quoted 22,288 20,961 28,037
South East median annual salary £45,500 £45,000 £45,000
Median salary % change year-on-year +1.11% - -
10th Percentile £28,000 £27,000 £26,250
90th Percentile £70,000 £68,000 £68,750
England median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

Data Analytics
Job Vacancy Trend in the South East

Job postings citing Data Analytics as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for Data Analytics in the South East

Data Analytics
Salary Trend in the South East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analytics in the South East.

Salary trend for Data Analytics in the South East

Data Analytics
Salary Histogram in the South East

The salary distribution of IT jobs citing Data Analytics in the South East over the 6 months to 22 May 2018.

Salary histogram for Data Analytics in the South East

Data Analytics
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analytics within the South East region over the 6 months to 22 May 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
Thames Valley +56 190 £55,000 +17.02% 23
Berkshire +20 81 £70,000 +36.59% 4
Oxfordshire +29 74 £50,000 - 19
Hampshire +26 72 £45,000 +28.57% 5
Surrey +26 69 £55,000 -8.33% 10
Buckinghamshire 0 35 £35,691 -24.06%
West Sussex +4 9 £53,750 -10.42% 1
East Sussex -20 7 £45,000 +16.13% 6
Kent 0 1 £65,000 +39.78%
Middlesex 0 1 £75,000 +39.53% 1
Data Analytics
England

For the 6 months to 22 May 2018, IT jobs citing Data Analytics 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 South East region with a requirement for Data Analytics.

1 363 (100.00%) Analytics
2 172 (47.38%) SQL
3 119 (32.78%) Big Data
4 117 (32.23%) Microsoft Azure
5 102 (28.10%) Python
6 98 (27.00%) Business Intelligence
7 87 (23.97%) Agile Software Development
8 81 (22.31%) Data Science
9 74 (20.39%) Big Data Analytics
10 72 (19.83%) Degree
10 72 (19.83%) Microsoft
11 70 (19.28%) Visualisation
12 69 (19.01%) SQL Server
13 68 (18.73%) Java
14 66 (18.18%) Power BI
15 60 (16.53%) Machine Learning
16 59 (16.25%) Finance
17 57 (15.70%) Mathematics
18 56 (15.43%) JavaScript
19 55 (15.15%) ETL
19 55 (15.15%) Data Analysis
20 50 (13.77%) R
21 49 (13.50%) Data Warehouse
22 47 (12.95%) C#
23 44 (12.12%) Amazon AWS
24 42 (11.57%) Computer Science
25 41 (11.29%) SQL Server Integration Services
25 41 (11.29%) Test Automation
25 41 (11.29%) HTML
26 40 (11.02%) Problem-Solving

Data Analytics
Co-occurring IT Skills in the South East 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 36 (9.92%) Apache Spark
2 31 (8.54%) SAS
3 18 (4.96%) Oracle Service Bus
4 12 (3.31%) Elasticsearch
5 10 (2.75%) Confluence
6 8 (2.20%) Apache Solr
6 8 (2.20%) Tomcat
7 5 (1.38%) JBoss
8 4 (1.10%) Apache
8 4 (1.10%) BizTalk Server
9 3 (0.83%) IPython
9 3 (0.83%) Jupyter
9 3 (0.83%) SharePoint
10 2 (0.55%) Amazon Alexa
10 2 (0.55%) CMS
10 2 (0.55%) SugarCRM
11 1 (0.28%) IIS
11 1 (0.28%) Oracle SOA Suite
11 1 (0.28%) Sitefinity
Applications
1 25 (6.89%) Microsoft Excel
2 10 (2.75%) Stata
3 5 (1.38%) Microsoft PowerPoint
4 4 (1.10%) Microsoft Office
5 1 (0.28%) S-PLUS
5 1 (0.28%) SPSS
Business Applications
1 10 (2.75%) Distributed Ledger
2 4 (1.10%) SAP HR
3 1 (0.28%) Cognos Business Intelligence
3 1 (0.28%) Dynamics AX
3 1 (0.28%) NetSuite
3 1 (0.28%) Oracle 11i
3 1 (0.28%) Oracle AGIS
3 1 (0.28%) Oracle Assets
3 1 (0.28%) Oracle Cash Management
3 1 (0.28%) Oracle EBS
3 1 (0.28%) Oracle EBS R12
3 1 (0.28%) Oracle Financials
3 1 (0.28%) Oracle General Ledger
3 1 (0.28%) Oracle Internet Expenses
3 1 (0.28%) Oracle iProcurement
3 1 (0.28%) Oracle Payables
3 1 (0.28%) Oracle Procure-to-Pay
3 1 (0.28%) Oracle Subledger Accounting
Cloud Services
1 117 (32.23%) Microsoft Azure
2 44 (12.12%) Amazon AWS
3 27 (7.44%) Azure Data Factory
4 20 (5.51%) Bluemix
4 20 (5.51%) IBM Cloud
5 19 (5.23%) IaaS
6 18 (4.96%) Serverless
7 15 (4.13%) GitHub
8 14 (3.86%) Cortana Intelligence Suite
9 10 (2.75%) SaaS
10 7 (1.93%) Cloud Computing
11 6 (1.65%) Google Cloud Platform
12 5 (1.38%) Azure Active Directory
12 5 (1.38%) PaaS
13 4 (1.10%) Google Analytics
13 4 (1.10%) SuccessFactors
14 2 (0.55%) Akamai
14 2 (0.55%) Amazon Kinesis
14 2 (0.55%) Amazon S3
14 2 (0.55%) Office 365
Communications & Networking
1 26 (7.16%) DNS
2 24 (6.61%) Firewall
3 23 (6.34%) DHCP
4 21 (5.79%) LAN
5 20 (5.51%) SAN
5 20 (5.51%) WAN
6 15 (4.13%) Internet
7 5 (1.38%) Kerberos
8 3 (0.83%) BGP
8 3 (0.83%) HTTP
8 3 (0.83%) TCP/IP
9 2 (0.55%) SMS
10 1 (0.28%) Intranet
10 1 (0.28%) VLAN
Database & Business Intelligence
1 119 (32.78%) Big Data
2 69 (19.01%) SQL Server
3 66 (18.18%) Power BI
4 49 (13.50%) Data Warehouse
5 41 (11.29%) SQL Server Integration Services
6 37 (10.19%) Hadoop
7 36 (9.92%) SQL Server Analysis Services
8 35 (9.64%) Data Lake
9 27 (7.44%) Azure SQL Database
9 27 (7.44%) SQL Server Reporting Services
10 24 (6.61%) PostgreSQL
11 15 (4.13%) SQL Server 2016
12 12 (3.31%) Data Mining
13 11 (3.03%) Azure SQL Data Warehouse
13 11 (3.03%) BusinessObjects
14 10 (2.75%) Microsoft Analysis Services
14 10 (2.75%) MongoDB
15 9 (2.48%) NoSQL
16 8 (2.20%) Apache Hive
16 8 (2.20%) HDInsight
Development Applications
1 36 (9.92%) Jenkins
2 29 (7.99%) Git (software)
3 24 (6.61%) JIRA
4 14 (3.86%) Visual Studio
5 13 (3.58%) Selenium
6 12 (3.31%) JUnit
6 12 (3.31%) WebDriver
7 9 (2.48%) SoapUI
8 8 (2.20%) Fiddler
8 8 (2.20%) IntelliJ
8 8 (2.20%) JMeter
8 8 (2.20%) LoadRunner
9 6 (1.65%) NUnit
10 4 (1.10%) SpecFlow
10 4 (1.10%) SQL Server Management Studio (SSMS)
11 3 (0.83%) Burp Suite
11 3 (0.83%) Metasploit
12 2 (0.55%) Maven
12 2 (0.55%) Team Foundation Server
12 2 (0.55%) YouTrack
General
1 59 (16.25%) Finance
2 23 (6.34%) Advertising
3 15 (4.13%) Telecoms
4 11 (3.03%) Marketing
5 10 (2.75%) Digital Economy
6 6 (1.65%) Banking
7 4 (1.10%) Law
8 3 (0.83%) Electronics
8 3 (0.83%) Financial Institution
8 3 (0.83%) Manufacturing
8 3 (0.83%) Retail
9 2 (0.55%) Spanish Language
10 1 (0.28%) General Ledger
10 1 (0.28%) Pharmaceutical
Job Titles
1 88 (24.24%) Developer
2 84 (23.14%) Analyst
3 57 (15.70%) Architect
4 36 (9.92%) Senior Developer
5 31 (8.54%) Data Analyst
6 30 (8.26%) Data Architect
7 26 (7.16%) .NET Developer
7 26 (7.16%) C# .NET Developer
7 26 (7.16%) C# Developer
7 26 (7.16%) Consultant
7 26 (7.16%) Senior Analyst
8 24 (6.61%) ASP.NET Developer
8 24 (6.61%) ASP.NET MVC Developer
8 24 (6.61%) C# ASP.NET Developer
8 24 (6.61%) Data Scientist
9 21 (5.79%) Software Developer
10 20 (5.51%) Infrastructure Architect
11 19 (5.23%) Data Centre Architect
11 19 (5.23%) Data Consultant
12 18 (4.96%) .NET Software Developer
Libraries, Frameworks & Software Standards
1 41 (11.29%) HTML
2 35 (9.64%) CSS
3 33 (9.09%) jQuery
3 33 (9.09%) Web Services
4 31 (8.54%) .NET
5 28 (7.71%) AngularJS
6 27 (7.44%) ASP.NET
7 26 (7.16%) ASP.NET MVC
8 24 (6.61%) Middleware
9 20 (5.51%) Kafka
10 19 (5.23%) Twitter Bootstrap
11 16 (4.41%) Kendo UI
12 15 (4.13%) .NET Core
12 15 (4.13%) ASP.NET Web API
13 14 (3.86%) Django
14 12 (3.31%) D3.js
14 12 (3.31%) SOAP
15 11 (3.03%) JSON
16 9 (2.48%) NumPy
16 9 (2.48%) REST
Miscellaneous
1 42 (11.57%) Computer Science
2 31 (8.54%) Analytical Skills
3 28 (7.71%) Algorithms
4 20 (5.51%) Public Cloud
5 19 (5.23%) Data Centre
6 18 (4.96%) IBM Mainframe
6 18 (4.96%) Mainframe
7 13 (3.58%) Greenfield Project
8 12 (3.31%) Management Information System
9 11 (3.03%) User Experience
10 9 (2.48%) Self-Motivation
11 6 (1.65%) Credit Risk
11 6 (1.65%) Internet of Things
12 5 (1.38%) Fintech
12 5 (1.38%) Linked Data
12 5 (1.38%) PKI
12 5 (1.38%) VLE
13 4 (1.10%) Driving Licence
14 3 (0.83%) Cyberattack
14 3 (0.83%) Data Structures
Operating Systems
1 39 (10.74%) Linux
2 18 (4.96%) Windows
3 15 (4.13%) Unix
4 5 (1.38%) Windows 10
4 5 (1.38%) Windows Server
5 3 (0.83%) Kali Linux
6 2 (0.55%) Ubuntu
Processes & Methodologies
1 363 (100.00%) Analytics
2 98 (27.00%) Business Intelligence
3 87 (23.97%) Agile Software Development
4 81 (22.31%) Data Science
5 74 (20.39%) Big Data Analytics
6 70 (19.28%) Visualisation
7 60 (16.53%) Machine Learning
8 57 (15.70%) Mathematics
9 55 (15.15%) Data Analysis
9 55 (15.15%) ETL
10 41 (11.29%) Test Automation
11 40 (11.02%) Problem-Solving
12 39 (10.74%) Data Visualisation
13 37 (10.19%) Data Modelling
14 35 (9.64%) Statistics
15 32 (8.82%) Continuous Integration
16 30 (8.26%) Economics
16 30 (8.26%) MVC
17 27 (7.44%) Data Management
18 24 (6.61%) Scrum
Programming Languages
1 172 (47.38%) SQL
2 102 (28.10%) Python
3 68 (18.73%) Java
4 56 (15.43%) JavaScript
5 50 (13.77%) R
6 47 (12.95%) C#
7 38 (10.47%) T-SQL
8 34 (9.37%) C++
9 14 (3.86%) MATLAB
9 14 (3.86%) U-SQL
10 13 (3.58%) Bash Shell
10 13 (3.58%) C
11 7 (1.93%) PHP
12 6 (1.65%) Data Analysis Expressions (DAX)
12 6 (1.65%) Perl
12 6 (1.65%) PL/SQL
13 4 (1.10%) Clojure
13 4 (1.10%) Java 8
13 4 (1.10%) Scala
14 3 (0.83%) Ruby
Qualifications
1 72 (19.83%) Degree
2 28 (7.71%) PhD
3 15 (4.13%) Numerate Degree
4 10 (2.75%) Security Cleared
5 6 (1.65%) SC Cleared
6 5 (1.38%) CISM
6 5 (1.38%) CISSP
6 5 (1.38%) MCSE
6 5 (1.38%) Microsoft Certification
7 3 (0.83%) CCIE
7 3 (0.83%) Cisco Certification
7 3 (0.83%) JNCIE
8 2 (0.55%) Computer Science Degree
8 2 (0.55%) DV Cleared
9 1 (0.28%) APMP
9 1 (0.28%) AWS Certification
9 1 (0.28%) CIMA
9 1 (0.28%) DBS Check
9 1 (0.28%) HP ASE
9 1 (0.28%) NCIE
Quality Assurance & Compliance
1 38 (10.47%) QA
2 24 (6.61%) Data Quality
3 9 (2.48%) GDPR
4 5 (1.38%) SLA
5 3 (0.83%) ISO/IEC 27001
5 3 (0.83%) PCI DSS
5 3 (0.83%) Sarbanes-Oxley
6 2 (0.55%) GCP
System Software
1 28 (7.71%) Docker
2 23 (6.34%) Active Directory
2 23 (6.34%) VMware Infrastructure
3 20 (5.51%) Hyper-V
3 20 (5.51%) NFS
3 20 (5.51%) VMware ESXi
3 20 (5.51%) VMware NSX
4 14 (3.86%) Virtual Machines
5 10 (2.75%) HDFS
6 8 (2.20%) Apache ZooKeeper
7 3 (0.83%) vSphere
Systems Management
1 21 (5.79%) Docker Swarm
2 18 (4.96%) Tivoli Storage Manager
2 18 (4.96%) vCenter Server
3 11 (3.03%) Kubernetes
4 7 (1.93%) Ansible
5 5 (1.38%) Hadoop YARN
5 5 (1.38%) Puppet
6 2 (0.55%) Opscode Chef
6 2 (0.55%) Terraform
Vendors
1 72 (19.83%) Microsoft
2 34 (9.37%) Tableau
3 33 (9.09%) Oracle
4 23 (6.34%) VMware
5 20 (5.51%) IBM
6 19 (5.23%) Talend
7 18 (4.96%) CommVault
7 18 (4.96%) Intel
7 18 (4.96%) Veeam
8 16 (4.41%) SAP
9 11 (3.03%) Google
10 8 (2.20%) Alteryx
11 7 (1.93%) Cloudera
12 6 (1.65%) Informatica
13 5 (1.38%) Cognizant
13 5 (1.38%) Lumension
13 5 (1.38%) McAfee
14 4 (1.10%) Unisys
15 2 (0.55%) Cognos
15 2 (0.55%) TOWER Software