Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the Midlands with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Analytics
England > Midlands
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 64 114 73
Rank change year-on-year +50 -41 +118
Permanent jobs citing Analytics 606 451 671
As % of all permanent IT jobs advertised in the Midlands 3.91% 2.48% 3.66%
As % of the Processes & Methodologies category 4.41% 2.79% 4.13%
Number of salaries quoted 507 333 431
Midlands median annual salary £42,500 £40,000 £42,500
Median salary % change year-on-year +6.25% -5.88% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £70,000 £65,000 £77,500
England median annual salary £55,000 £55,000 £51,459
% change year-on-year - +6.88% +2.92%

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 Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
Midlands
Permanent vacancies with a requirement for process or methodology skills 13757 16172 16238
As % of all permanent IT jobs advertised in the Midlands 88.82% 89.03% 88.52%
Number of salaries quoted 11201 12677 13295
Midlands median annual salary £40,000 £41,500 £40,000
Median salary % change year-on-year -3.61% +3.75% -
10th Percentile £25,500 £25,000 £24,000
90th Percentile £65,000 £63,750 £62,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Analytics
Job Vacancy Trend in the Midlands

Job postings citing Analytics as a percentage of all IT jobs advertised in the Midlands.

Job vacancy trend for Analytics in the Midlands

Analytics
Salary Trend in the Midlands

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

Salary trend for Analytics in the Midlands

Analytics
Salary Histogram in the Midlands

The salary distribution of IT jobs citing Analytics in the Midlands over the 6 months to 22 November 2017.

Salary histogram for Analytics in the Midlands

Analytics
Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Midlands region over the 6 months to 22 November 2017. 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
West Midlands +51 429 £41,750 +11.33% 35
East Midlands +26 169 £42,500 +1.19% 19
Analytics
England

For the 6 months to 22 November 2017, IT jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Midlands region with a requirement for Analytics.

1 257 (42.41%) SQL
2 192 (31.68%) Business Intelligence
3 162 (26.73%) Analytical Skills
4 152 (25.08%) Finance
5 147 (24.26%) Marketing
6 120 (19.80%) Agile Software Development
7 113 (18.65%) Data Analytics
8 107 (17.66%) Google
9 105 (17.33%) SQL Server
9 105 (17.33%) Data Warehouse
10 103 (17.00%) Microsoft
11 102 (16.83%) Stakeholder Management
12 101 (16.67%) HTML
13 90 (14.85%) SAS
14 89 (14.69%) Google Analytics
15 88 (14.52%) Degree
16 81 (13.37%) CSS
17 78 (12.87%) Banking
18 77 (12.71%) Microsoft Azure
18 77 (12.71%) Microsoft Excel
19 74 (12.21%) JavaScript
20 72 (11.88%) Project Management
21 69 (11.39%) SQL Server Integration Services
22 68 (11.22%) Visualisation
23 65 (10.73%) ETL
24 63 (10.40%) SEO
24 63 (10.40%) Retail
25 61 (10.07%) Management Information System
25 61 (10.07%) C#
25 61 (10.07%) Infrastructure Management

Analytics
Co-occurring IT Skills in the Midlands 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 90 (14.85%) SAS
2 30 (4.95%) CMS
3 23 (3.80%) SharePoint
4 20 (3.30%) Apache Spark
5 19 (3.14%) WordPress
6 8 (1.32%) Joomla!
7 7 (1.16%) Drupal
8 6 (0.99%) IIS
8 6 (0.99%) Oracle SOA Suite
9 5 (0.83%) Apache
10 4 (0.66%) Amazon Alexa
10 4 (0.66%) JBoss
11 3 (0.50%) GlassFish
11 3 (0.50%) IBM Domino
11 3 (0.50%) WildFly
12 2 (0.33%) Apache Solr
12 2 (0.33%) Confluence
12 2 (0.33%) OpenEdge
12 2 (0.33%) SharePoint 2013
13 1 (0.17%) Elasticsearch
Applications
1 77 (12.71%) Microsoft Excel
2 26 (4.29%) SPSS
3 21 (3.47%) Microsoft PowerPoint
4 12 (1.98%) Microsoft Office
5 10 (1.65%) Photoshop
6 8 (1.32%) Adobe Illustrator
7 7 (1.16%) Spreadsheet
8 4 (0.66%) Chatbot
9 2 (0.33%) InDesign
10 1 (0.17%) Adobe Premiere
10 1 (0.17%) InVision
10 1 (0.17%) MS Visio
10 1 (0.17%) UserZoom
Business Applications
1 23 (3.80%) Magento
2 8 (1.32%) OpenCart
3 7 (1.16%) Shopify
4 6 (0.99%) PeopleSoft HCM
5 4 (0.66%) Cognos TM1
5 4 (0.66%) NetSuite
5 4 (0.66%) SAP ERP
5 4 (0.66%) SAP HCM
6 3 (0.50%) Epicor Tropos
7 2 (0.33%) Dynamics AX
7 2 (0.33%) Dynamics NAV
7 2 (0.33%) Oracle Utilities
7 2 (0.33%) WebTrends
8 1 (0.17%) Actimize
8 1 (0.17%) Dynamics CRM
8 1 (0.17%) SAP MM
8 1 (0.17%) SAP PM
8 1 (0.17%) SAP S/4HANA
Cloud Services
1 89 (14.69%) Google Analytics
2 77 (12.71%) Microsoft Azure
3 49 (8.09%) AdWords
4 35 (5.78%) Amazon AWS
5 22 (3.63%) Azure Data Factory
6 14 (2.31%) Azure Machine Learning
7 10 (1.65%) SaaS
7 10 (1.65%) SuccessFactors
8 7 (1.16%) Basecamp
9 6 (0.99%) Google Cloud Platform
9 6 (0.99%) IaaS
9 6 (0.99%) Office 365
9 6 (0.99%) PaaS
10 4 (0.66%) Bluemix
10 4 (0.66%) IBM Cloud
10 4 (0.66%) Serverless
11 3 (0.50%) Azure Active Directory
11 3 (0.50%) Cloud Computing
11 3 (0.50%) Google Tag Manager
12 2 (0.33%) Dynamics 365
Communications & Networking
1 20 (3.30%) Internet
2 9 (1.49%) DNS
3 4 (0.66%) Firewall
4 3 (0.50%) DMZ
4 3 (0.50%) Network Security
5 2 (0.33%) RFID
5 2 (0.33%) WLAN
6 1 (0.17%) SSH
Database & Business Intelligence
1 105 (17.33%) Data Warehouse
1 105 (17.33%) SQL Server
2 69 (11.39%) SQL Server Integration Services
3 55 (9.08%) Big Data
4 46 (7.59%) Power BI
5 43 (7.10%) QlikView
5 43 (7.10%) SQL Server Reporting Services
6 38 (6.27%) SAS Enterprise Guide
7 37 (6.11%) Base SAS
7 37 (6.11%) MySQL
8 36 (5.94%) SAS Visual Analytics
8 36 (5.94%) SQL Server Analysis Services
9 34 (5.61%) Hadoop
10 28 (4.62%) BusinessObjects
11 22 (3.63%) NoSQL
12 17 (2.81%) SAS Data Integration Studio
13 16 (2.64%) Data Mining
13 16 (2.64%) DataStage
14 14 (2.31%) MongoDB
14 14 (2.31%) Relational Database
Development Applications
1 28 (4.62%) Jenkins
2 18 (2.97%) JIRA
3 17 (2.81%) Git (software)
4 16 (2.64%) ProC
5 13 (2.15%) Subversion
6 11 (1.82%) Team Foundation Server
7 10 (1.65%) Axure RP
7 10 (1.65%) gulp
8 9 (1.49%) Visual Studio
9 8 (1.32%) PHPUnit
10 6 (0.99%) Talend Open Studio
11 4 (0.66%) Balsamiq Mockups
11 4 (0.66%) JSUnit
11 4 (0.66%) JUnit
11 4 (0.66%) Maven
11 4 (0.66%) SpecFlow
12 3 (0.50%) ERwin
12 3 (0.50%) JBehave
12 3 (0.50%) MSI
12 3 (0.50%) Rational Rose
General
1 152 (25.08%) Finance
2 147 (24.26%) Marketing
3 78 (12.87%) Banking
4 63 (10.40%) Retail
5 22 (3.63%) Manufacturing
6 16 (2.64%) Games
7 13 (2.15%) Automotive
7 13 (2.15%) Billing
8 11 (1.82%) Advertising
9 9 (1.49%) Legal
10 8 (1.32%) Electronics
10 8 (1.32%) Telecoms
11 6 (0.99%) Publishing
12 4 (0.66%) Pharmaceutical
13 3 (0.50%) Back Office
13 3 (0.50%) Mandarin Language
14 2 (0.33%) Brand Awareness
14 2 (0.33%) Financial Institution
15 1 (0.17%) Investment Banking
Job Titles
1 130 (21.45%) Analyst
2 127 (20.96%) Developer
3 69 (11.39%) Consultant
4 52 (8.58%) Architect
5 49 (8.09%) Data Analyst
6 43 (7.10%) Solutions Architect
7 33 (5.45%) SAS Consultant
8 32 (5.28%) Data Architect
9 28 (4.62%) Infrastructure Architect
9 28 (4.62%) Infrastructure Solutions Architect
9 28 (4.62%) Senior Architect
9 28 (4.62%) Senior Data Architect
9 28 (4.62%) Senior Infrastructure Architect
9 28 (4.62%) Senior Solutions Architect
10 27 (4.46%) Junior
11 26 (4.29%) Marketing Analyst
12 25 (4.13%) SQL Developer
13 24 (3.96%) Business Intelligence Developer
14 22 (3.63%) Project Manager
14 22 (3.63%) Senior Consultant
Libraries, Frameworks & Software Standards
1 101 (16.67%) HTML
2 81 (13.37%) CSS
3 48 (7.92%) .NET
4 28 (4.62%) jQuery
5 25 (4.13%) ASP.NET
5 25 (4.13%) Web Services
6 22 (3.63%) AngularJS
7 18 (2.97%) HTML5
8 16 (2.64%) ASP.NET Web API
8 16 (2.64%) Twitter Bootstrap
9 14 (2.31%) MDX
9 14 (2.31%) RESTful
10 13 (2.15%) ASP.NET MVC
11 11 (1.82%) Ajax
11 11 (1.82%) XML
12 10 (1.65%) .NET Framework
12 10 (1.65%) CSS3
13 9 (1.49%) Elastic Stack
13 9 (1.49%) LAMP
14 8 (1.32%) Compass CSS Framework
Miscellaneous
1 162 (26.73%) Analytical Skills
2 61 (10.07%) Management Information System
3 41 (6.77%) User Experience
4 35 (5.78%) Social Media
5 23 (3.80%) Algorithms
5 23 (3.80%) Mobile App
6 21 (3.47%) Computer Science
7 18 (2.97%) Public Cloud
8 13 (2.15%) BBC
9 11 (1.82%) Greenfield Project
10 9 (1.49%) Blog
11 8 (1.32%) Smart Meter
12 6 (0.99%) Fintech
13 5 (0.83%) Life Science
13 5 (0.83%) Tandem
14 4 (0.66%) Credit Risk
14 4 (0.66%) Data Structures
14 4 (0.66%) FMCG
14 4 (0.66%) PMI
14 4 (0.66%) Robotics
Operating Systems
1 21 (3.47%) Linux
2 15 (2.48%) Windows
3 8 (1.32%) Android
4 7 (1.16%) Apple iOS
4 7 (1.16%) Red Hat Enterprise Linux
5 4 (0.66%) Unix
5 4 (0.66%) Windows Mobile
5 4 (0.66%) Windows Phone
5 4 (0.66%) Windows Phone 8
Processes & Methodologies
1 192 (31.68%) Business Intelligence
2 120 (19.80%) Agile Software Development
3 113 (18.65%) Data Analytics
4 102 (16.83%) Stakeholder Management
5 72 (11.88%) Project Management
6 68 (11.22%) Visualisation
7 65 (10.73%) ETL
8 63 (10.40%) SEO
9 61 (10.07%) Infrastructure Management
10 59 (9.74%) E-Commerce
11 49 (8.09%) Data Modelling
11 49 (8.09%) Presales
12 48 (7.92%) Mentoring
12 48 (7.92%) Migration
13 47 (7.76%) Data Management
14 45 (7.43%) CRM
14 45 (7.43%) TOGAF
15 41 (6.77%) Data Analysis
15 41 (6.77%) Digital Marketing
16 40 (6.60%) Data Integration
Programming Languages
1 257 (42.41%) SQL
2 74 (12.21%) JavaScript
3 61 (10.07%) C#
4 45 (7.43%) Python
5 43 (7.10%) Java
5 43 (7.10%) R
6 30 (4.95%) T-SQL
7 29 (4.79%) PHP
8 27 (4.46%) VBA
9 17 (2.81%) C
9 17 (2.81%) C++
10 16 (2.64%) PROC SQL
10 16 (2.64%) SAS Macro
11 8 (1.32%) PHP 5
12 6 (0.99%) Scala
13 5 (0.83%) MATLAB
13 5 (0.83%) VB
14 4 (0.66%) ABAP
14 4 (0.66%) TypeScript
15 3 (0.50%) VB.NET
Qualifications
1 88 (14.52%) Degree
2 35 (5.78%) Security Cleared
3 27 (4.46%) SC Cleared
4 10 (1.65%) Computer Science Degree
4 10 (1.65%) PhD
5 9 (1.49%) Numerate Degree
6 5 (0.83%) Master's Degree
7 4 (0.66%) ISEB
7 4 (0.66%) PMI Certification
8 2 (0.33%) MCSE
8 2 (0.33%) Microsoft Certification
9 1 (0.17%) Analytics IQ
9 1 (0.17%) DV Cleared
9 1 (0.17%) IISP
9 1 (0.17%) ISTQB
9 1 (0.17%) MBA
9 1 (0.17%) Postgraduate
Quality Assurance & Compliance
1 25 (4.13%) Data Quality
2 21 (3.47%) QA
3 14 (2.31%) SLA
4 9 (1.49%) PMO
5 3 (0.50%) Cyber Essentials
5 3 (0.50%) Cyber Essentials PLUS
5 3 (0.50%) PCI DSS
6 2 (0.33%) GDPR
7 1 (0.17%) GPG13
System Software
1 23 (3.80%) Docker
2 15 (2.48%) Active Directory
3 2 (0.33%) HDFS
4 1 (0.17%) Microsoft App-V
Systems Management
1 18 (2.97%) Ansible
1 18 (2.97%) Puppet
1 18 (2.97%) Terraform
2 9 (1.49%) Grafana
3 5 (0.83%) Oozie
4 3 (0.50%) Microsoft Intune
4 3 (0.50%) NetBackup
4 3 (0.50%) Network Intrusion Detection System
4 3 (0.50%) SCCM
5 1 (0.17%) Kubernetes
Vendors
1 107 (17.66%) Google
2 103 (17.00%) Microsoft
3 52 (8.58%) Tableau
4 41 (6.77%) IBM
5 38 (6.27%) Cognos
6 37 (6.11%) Oracle
7 34 (5.61%) SAP
8 11 (1.82%) Splunk
8 11 (1.82%) Twitter
9 9 (1.49%) Adobe
9 9 (1.49%) Logi
9 9 (1.49%) Logi Analytics
10 8 (1.32%) Informatica
10 8 (1.32%) Siemens
11 7 (1.16%) Facebook
11 7 (1.16%) hybris
11 7 (1.16%) Jaspersoft
12 6 (0.99%) PeopleSoft
12 6 (0.99%) Talend
13 5 (0.83%) Sitecore