Period
to 22 November 2017

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

Data Analysis
England > East Midlands
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 129 159 160
Rank change year-on-year +30 +1 +18
Permanent jobs citing Data Analysis 106 110 121
As % of all permanent IT jobs advertised in the East Midlands 2.01% 1.67% 1.64%
As % of the Processes & Methodologies category 2.27% 1.87% 1.83%
Number of salaries quoted 82 60 76
East Midlands median annual salary £35,000 £35,625 £37,500
Median salary % change year-on-year -1.75% -5.00% -6.25%
10th Percentile £26,250 £22,500 £26,250
90th Percentile £55,000 £65,000 £54,250
England median annual salary £45,250 £45,000 £45,000
% change year-on-year +0.56% - -

Data Analysis 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 East Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
East Midlands
Permanent vacancies with a requirement for process or methodology skills 4674 5870 6608
As % of all permanent IT jobs advertised in the East Midlands 88.66% 89.09% 89.61%
Number of salaries quoted 3863 4642 5356
East Midlands median annual salary £40,000 £42,000 £40,000
Median salary % change year-on-year -4.76% +5.00% -
10th Percentile £25,250 £26,000 £23,750
90th Percentile £63,750 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Analysis
Job Vacancy Trend in the East Midlands

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

Job vacancy trend for Data Analysis in the East Midlands

Data Analysis
Salary Trend in the East Midlands

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

Salary trend for Data Analysis in the East Midlands

Data Analysis
Salary Histogram in the East Midlands

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

Salary histogram for Data Analysis in the East Midlands

Data Analysis
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the East 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
Northamptonshire +12 40 £35,000 -17.65% 2
Nottinghamshire +2 30 £42,500 +6.25% 3
Leicestershire +28 15 £32,500 +9.24% 1
Lincolnshire +19 11 £30,000 +36.36%
Derbyshire -4 7 £35,000 +40.00%
Data Analysis
England

For the 6 months to 22 November 2017, IT jobs citing Data Analysis 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 East Midlands region with a requirement for Data Analysis.

1 58 (54.72%) SQL
2 43 (40.57%) Analytical Skills
3 37 (34.91%) Stakeholder Management
3 37 (34.91%) Finance
4 29 (27.36%) Agile Software Development
5 25 (23.58%) Microsoft Excel
6 22 (20.75%) VBA
7 21 (19.81%) Change Management
8 20 (18.87%) Business Analysis
8 20 (18.87%) Continuous Improvement
8 20 (18.87%) Coaching
9 19 (17.92%) Statistical Analysis
10 18 (16.98%) Analytics
10 18 (16.98%) Business Intelligence
11 17 (16.04%) Mathematics
11 17 (16.04%) Mentoring
12 16 (15.09%) Degree
12 16 (15.09%) Process Improvement
12 16 (15.09%) Waterfall
13 15 (14.15%) User Acceptance Testing
13 15 (14.15%) BPMN
13 15 (14.15%) Project Management
13 15 (14.15%) Microsoft
13 15 (14.15%) SDLC
14 14 (13.21%) Management Information System
14 14 (13.21%) R
15 13 (12.26%) Data Management
16 11 (10.38%) Logistics
16 11 (10.38%) SharePoint
16 11 (10.38%) MS Visio

Data Analysis
Co-occurring IT Skills in the East 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 11 (10.38%) SharePoint
2 2 (1.89%) Apache
2 2 (1.89%) Apache Spark
2 2 (1.89%) IIS
3 1 (0.94%) Elasticsearch
Applications
1 25 (23.58%) Microsoft Excel
2 11 (10.38%) MS Visio
2 11 (10.38%) Spreadsheet
3 8 (7.55%) Microsoft Office
3 8 (7.55%) Microsoft PowerPoint
Business Applications
1 2 (1.89%) Raiser's Edge
2 1 (0.94%) Oracle Utilities
Cloud Services
1 2 (1.89%) Office 365
2 1 (0.94%) Google Cloud Platform
Communications & Networking
1 2 (1.89%) Firewall
1 2 (1.89%) Network Security
1 2 (1.89%) PBX
2 1 (0.94%) DNS
Database & Business Intelligence
1 9 (8.49%) Data Warehouse
2 6 (5.66%) Relational Database
2 6 (5.66%) SQL Server Reporting Services
3 5 (4.72%) RDBMS
4 4 (3.77%) BusinessObjects
4 4 (3.77%) Data Mining
5 3 (2.83%) Big Data
5 3 (2.83%) DataStage
5 3 (2.83%) MS Access
5 3 (2.83%) Oracle Database
5 3 (2.83%) Oracle Database 11g
5 3 (2.83%) SQL Server
5 3 (2.83%) SQL Server Integration Services
6 2 (1.89%) Endeca
6 2 (1.89%) Hadoop
6 2 (1.89%) MongoDB
6 2 (1.89%) NoSQL
6 2 (1.89%) Power BI
6 2 (1.89%) PowerPivot
6 2 (1.89%) QlikView
Development Applications
1 3 (2.83%) JIRA
2 2 (1.89%) Cucumber
2 2 (1.89%) ERwin
2 2 (1.89%) Selenium
3 1 (0.94%) FitNesse
3 1 (0.94%) Git (software)
3 1 (0.94%) JMeter
3 1 (0.94%) NeoLoad
3 1 (0.94%) WebDriver
General
1 37 (34.91%) Finance
2 7 (6.60%) Billing
2 7 (6.60%) Retail
3 6 (5.66%) Marketing
4 2 (1.89%) General Ledger
4 2 (1.89%) Legal
5 1 (0.94%) Publishing
Job Titles
1 62 (58.49%) Analyst
2 28 (26.42%) Business Analyst
3 20 (18.87%) Data Analyst
4 15 (14.15%) Developer
5 9 (8.49%) SQL Developer
6 8 (7.55%) Credit Analyst
6 8 (7.55%) Data Manager
7 7 (6.60%) Report Developer
8 6 (5.66%) Senior Analyst
8 6 (5.66%) VBA Developer
9 5 (4.72%) Report Writer
10 4 (3.77%) Data Insight Analyst
10 4 (3.77%) Insight Analyst
10 4 (3.77%) Insight Data Analyst
10 4 (3.77%) Senior Business Analyst
10 4 (3.77%) Systems Analyst
11 3 (2.83%) Analytics Manager
11 3 (2.83%) Customer Analytics Manager
11 3 (2.83%) Data Business Analyst
11 3 (2.83%) Oracle Developer
Libraries, Frameworks & Software Standards
1 5 (4.72%) XML
2 2 (1.89%) .NET
2 2 (1.89%) HTML
2 2 (1.89%) Regular Expression
2 2 (1.89%) SOAP
3 1 (0.94%) ASP.NET
3 1 (0.94%) Classic ASP
3 1 (0.94%) CSS
3 1 (0.94%) Mason
3 1 (0.94%) Meteor
3 1 (0.94%) Node.js
3 1 (0.94%) React
3 1 (0.94%) Web Services
Miscellaneous
1 43 (40.57%) Analytical Skills
2 14 (13.21%) Management Information System
3 8 (7.55%) Computer Science
4 7 (6.60%) Smart Meter
5 4 (3.77%) Credit Risk
5 4 (3.77%) Enterprise Software
6 3 (2.83%) Data Structures
6 3 (2.83%) PMI
7 2 (1.89%) User Experience
8 1 (0.94%) Algorithms
8 1 (0.94%) Clustering
8 1 (0.94%) Social Media
Operating Systems
1 3 (2.83%) Linux
2 1 (0.94%) Unix
2 1 (0.94%) Windows
Processes & Methodologies
1 37 (34.91%) Stakeholder Management
2 29 (27.36%) Agile Software Development
3 21 (19.81%) Change Management
4 20 (18.87%) Business Analysis
4 20 (18.87%) Coaching
4 20 (18.87%) Continuous Improvement
5 19 (17.92%) Statistical Analysis
6 18 (16.98%) Analytics
6 18 (16.98%) Business Intelligence
7 17 (16.04%) Mathematics
7 17 (16.04%) Mentoring
8 16 (15.09%) Process Improvement
8 16 (15.09%) Waterfall
9 15 (14.15%) BPMN
9 15 (14.15%) Project Management
9 15 (14.15%) SDLC
9 15 (14.15%) User Acceptance Testing
10 13 (12.26%) Data Management
11 11 (10.38%) Logistics
11 11 (10.38%) Statistics
Programming Languages
1 58 (54.72%) SQL
2 22 (20.75%) VBA
3 14 (13.21%) R
4 7 (6.60%) C#
5 4 (3.77%) JavaScript
6 3 (2.83%) C++
6 3 (2.83%) PL/SQL
6 3 (2.83%) Python
7 2 (1.89%) C
7 2 (1.89%) Data Analysis Expressions (DAX)
7 2 (1.89%) Java
7 2 (1.89%) PowerShell
7 2 (1.89%) T-SQL
7 2 (1.89%) XPath
8 1 (0.94%) MATLAB
8 1 (0.94%) PHP
Qualifications
1 16 (15.09%) Degree
2 6 (5.66%) Six Sigma Black Belt
2 6 (5.66%) Six Sigma Green Belt
2 6 (5.66%) Six Sigma Master Black Belt
3 4 (3.77%) ISEB
4 3 (2.83%) Master's Degree
4 3 (2.83%) PhD
4 3 (2.83%) PMI Certification
5 1 (0.94%) Computer Science Degree
5 1 (0.94%) Numerate Degree
Quality Assurance & Compliance
1 11 (10.38%) Data Quality
1 11 (10.38%) QA
2 3 (2.83%) PMO
3 2 (1.89%) Actionable Recommendations
3 2 (1.89%) GDPR
4 1 (0.94%) SLA
System Software
1 2 (1.89%) Active Directory
Systems Management
1 1 (0.94%) Systems Management Server (SMS)
Vendors
1 15 (14.15%) Microsoft
2 7 (6.60%) Siemens
3 4 (3.77%) Oracle
3 4 (3.77%) Tableau
4 3 (2.83%) Google
5 1 (0.94%) Capita
5 1 (0.94%) Salesforce.com