Period
to 21 October 2018

The following table provides summary statistics for permanent job vacancies advertised in the East 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 21 October 2018 with a comparison to the same period in the previous 2 years.

Analytics
England > East Midlands
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 44 76 96
Rank change year-on-year +32 +20 -27
Permanent jobs citing Analytics 241 179 187
As % of all permanent IT jobs advertised in the East Midlands 5.13% 3.59% 2.86%
As % of the Processes & Methodologies category 5.59% 3.97% 3.17%
Number of salaries quoted 177 144 105
East Midlands median annual salary £42,500 £42,500 £42,000
Median salary % change year-on-year - +1.19% -6.67%
10th Percentile £28,008 £26,250 £27,200
90th Percentile £81,000 £70,175 £78,750
England median annual salary £55,000 £55,000 £55,000

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 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 4,313 4,507 5,903
As % of all permanent IT jobs advertised in the East Midlands 91.82% 90.32% 90.26%
Number of salaries quoted 3,436 3,746 4,652
East Midlands median annual salary £42,500 £40,000 £41,000
Median salary % change year-on-year +6.25% -2.44% +2.50%
10th Percentile £26,250 £25,000 £25,500
90th Percentile £68,000 £63,750 £62,500
England median annual salary £52,225 £50,000 £50,000
% change year-on-year +4.45% - +5.26%

Analytics
Job Vacancy Trend in the East Midlands

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

Job vacancy trend for Analytics in the East Midlands

Analytics
Salary Trend in the East Midlands

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

Salary trend for Analytics in the East Midlands

Analytics
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Analytics in the East Midlands over the 6 months to 21 October 2018.

Salary histogram for Analytics in the East Midlands

Analytics
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 Analytics within the East Midlands region over the 6 months to 21 October 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
Nottinghamshire +27 84 £47,500 +5.56% 22
Leicestershire -2 52 £40,000 +6.67% 1
Northamptonshire -8 45 £50,000 - 13
Derbyshire +14 31 £42,500 - 6
Rutland - 16 £55,000 - 3
Lincolnshire +19 11 £31,500 - 12
Analytics
England

For the 6 months to 21 October 2018, IT jobs citing 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 East Midlands region with a requirement for Analytics.

1 102 (42.32%) SQL
2 84 (34.85%) Business Intelligence
3 65 (26.97%) Microsoft
4 61 (25.31%) Degree
5 58 (24.07%) SQL Server
6 55 (22.82%) Retail
7 54 (22.41%) Agile Software Development
8 52 (21.58%) Finance
9 49 (20.33%) Marketing
9 49 (20.33%) Data Warehouse
10 44 (18.26%) Java
10 44 (18.26%) Microsoft Azure
11 43 (17.84%) Google
12 41 (17.01%) SQL Server Integration Services
13 40 (16.60%) Analytical Skills
14 39 (16.18%) Big Data
15 38 (15.77%) Tableau
15 38 (15.77%) Data Analytics
16 37 (15.35%) Amazon AWS
16 37 (15.35%) Multichannel Retail
17 36 (14.94%) Apache Spark
18 34 (14.11%) Hadoop
18 34 (14.11%) Computer Science
19 32 (13.28%) SAS
20 29 (12.03%) Power BI
21 28 (11.62%) Software Engineering
21 28 (11.62%) Visualisation
22 27 (11.20%) Business Analysis
22 27 (11.20%) ETL
22 27 (11.20%) Problem-Solving

Analytics
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 36 (14.94%) Apache Spark
2 32 (13.28%) SAS
3 15 (6.22%) SharePoint
4 14 (5.81%) Elasticsearch
5 5 (2.07%) Confluence
6 3 (1.24%) CMS
7 2 (0.83%) WordPress
8 1 (0.41%) Apache
8 1 (0.41%) nginx
Applications
1 26 (10.79%) Microsoft Excel
2 22 (9.13%) SPSS
3 2 (0.83%) InVision
3 2 (0.83%) Spreadsheet
4 1 (0.41%) Adobe Illustrator
4 1 (0.41%) Fireworks
4 1 (0.41%) Microsoft Office
4 1 (0.41%) Photoshop
4 1 (0.41%) UserZoom
Business Applications
1 11 (4.56%) Dynamics AX
2 4 (1.66%) NetSuite
3 2 (0.83%) Cognos Business Intelligence
3 2 (0.83%) SAP ERP
4 1 (0.41%) Dynamics CRM
4 1 (0.41%) Maximo
Cloud Services
1 44 (18.26%) Microsoft Azure
2 37 (15.35%) Amazon AWS
3 25 (10.37%) Google Cloud Platform
4 16 (6.64%) Office 365
5 15 (6.22%) Google Analytics
6 9 (3.73%) Adobe Analytics
7 8 (3.32%) Cloud Computing
8 6 (2.49%) SaaS
9 4 (1.66%) Azure Active Directory
9 4 (1.66%) Azure Data Factory
10 3 (1.24%) AdWords
10 3 (1.24%) Amazon EC2
10 3 (1.24%) Firebase
10 3 (1.24%) IaaS
11 2 (0.83%) Amazon CloudWatch
11 2 (0.83%) AWS CloudFormation
11 2 (0.83%) FinancialForce
11 2 (0.83%) G Suite
11 2 (0.83%) IBM Cloud
11 2 (0.83%) Virtual Private Cloud
Communications & Networking
1 12 (4.98%) Internet
2 7 (2.90%) DNS
3 5 (2.07%) DHCP
4 4 (1.66%) Kerberos
4 4 (1.66%) SMS
5 3 (1.24%) Firewall
5 3 (1.24%) LAN
5 3 (1.24%) Skype
5 3 (1.24%) Unified Communications
5 3 (1.24%) WAN
Database & Business Intelligence
1 58 (24.07%) SQL Server
2 49 (20.33%) Data Warehouse
3 41 (17.01%) SQL Server Integration Services
4 39 (16.18%) Big Data
5 34 (14.11%) Hadoop
6 29 (12.03%) Power BI
7 23 (9.54%) SQL Server Reporting Services
8 21 (8.71%) SQL Server Analysis Services
9 20 (8.30%) NoSQL
10 18 (7.47%) BusinessObjects
10 18 (7.47%) Relational Database
11 15 (6.22%) HBase
11 15 (6.22%) QlikView
12 14 (5.81%) Data Mining
12 14 (5.81%) Flink
13 13 (5.39%) OLAP
14 12 (4.98%) OLAP Cube
15 11 (4.56%) BigQuery
16 9 (3.73%) Qlik Sense
17 4 (1.66%) Sqoop
Development Applications
1 9 (3.73%) Visual Studio Team System
2 7 (2.90%) Selenium
3 6 (2.49%) Cucumber
3 6 (2.49%) gulp
3 6 (2.49%) JIRA
3 6 (2.49%) JUnit
3 6 (2.49%) Protractor
4 5 (2.07%) Grunt
4 5 (2.07%) webpack
5 4 (1.66%) Jenkins
6 3 (1.24%) Android Studio
6 3 (1.24%) Git (software)
6 3 (1.24%) git-flow
6 3 (1.24%) SQL Server Management Studio (SSMS)
6 3 (1.24%) TeamCity
6 3 (1.24%) Xcode
7 2 (0.83%) Axure RP
7 2 (0.83%) Visual Studio
8 1 (0.41%) Firebug
8 1 (0.41%) SpecFlow
General
1 55 (22.82%) Retail
2 52 (21.58%) Finance
3 49 (20.33%) Marketing
4 9 (3.73%) Manufacturing
5 4 (1.66%) French Language
5 4 (1.66%) German Language
5 4 (1.66%) Legal
6 3 (1.24%) Banking
7 2 (0.83%) Advertising
7 2 (0.83%) Electronics
7 2 (0.83%) Telecoms
8 1 (0.41%) Financial Institution
8 1 (0.41%) General Ledger
8 1 (0.41%) Law
Job Titles
1 61 (25.31%) Analyst
2 48 (19.92%) Developer
3 19 (7.88%) Big Data Engineer
3 19 (7.88%) Business Intelligence Developer
4 18 (7.47%) Business Analyst
5 15 (6.22%) Architect
5 15 (6.22%) Data Engineer
6 13 (5.39%) Data Analyst
7 12 (4.98%) Consultant
7 12 (4.98%) Senior Analyst
8 11 (4.56%) Marketing Analyst
9 10 (4.15%) Business Intelligence Analyst
9 10 (4.15%) Hadoop Engineer
10 9 (3.73%) Business Developer
10 9 (3.73%) Head of Analytics
10 9 (3.73%) Java Engineer
10 9 (3.73%) Support Engineer
11 7 (2.90%) Data Architect
11 7 (2.90%) Senior Developer
11 7 (2.90%) Software Engineer
Libraries, Frameworks & Software Standards
1 26 (10.79%) Web Services
2 20 (8.30%) HTML
3 18 (7.47%) .NET
4 17 (7.05%) CSS
5 12 (4.98%) AngularJS
5 12 (4.98%) MDX
5 12 (4.98%) RESTful
6 11 (4.56%) HTML5
7 9 (3.73%) React
7 9 (3.73%) Sass
8 7 (2.90%) jQuery
8 7 (2.90%) JSON
8 7 (2.90%) Kafka
8 7 (2.90%) Node.js
9 6 (2.49%) ASP.NET
9 6 (2.49%) CSS3
9 6 (2.49%) XML
10 5 (2.07%) LESS
11 4 (1.66%) Entity Framework
11 4 (1.66%) Twitter Bootstrap
Miscellaneous
1 40 (16.60%) Analytical Skills
2 34 (14.11%) Computer Science
3 14 (5.81%) Internet of Things
3 14 (5.81%) Public Cloud
4 13 (5.39%) Data Structures
5 12 (4.98%) User Experience
6 9 (3.73%) Management Information System
6 9 (3.73%) PMI
7 7 (2.90%) Algorithms
8 5 (2.07%) Credit Risk
9 4 (1.66%) EPoS
9 4 (1.66%) FMCG
9 4 (1.66%) Social Media
10 3 (1.24%) Mobile App
10 3 (1.24%) NHS
10 3 (1.24%) Self-Motivation
11 2 (0.83%) Enterprise Software
11 2 (0.83%) Grid Computing
11 2 (0.83%) Hybrid Cloud
11 2 (0.83%) Reference Data
Operating Systems
1 12 (4.98%) Windows
2 5 (2.07%) Android
2 5 (2.07%) Windows Server
3 3 (1.24%) Linux
4 2 (0.83%) Apple iOS
4 2 (0.83%) Windows 10
4 2 (0.83%) Windows Server 2003
4 2 (0.83%) Windows Server 2008
4 2 (0.83%) Windows Server 2012
5 1 (0.41%) Mac OS
5 1 (0.41%) Unix
Processes & Methodologies
1 84 (34.85%) Business Intelligence
2 54 (22.41%) Agile Software Development
3 38 (15.77%) Data Analytics
4 37 (15.35%) Multichannel Retail
5 28 (11.62%) Software Engineering
5 28 (11.62%) Visualisation
6 27 (11.20%) Business Analysis
6 27 (11.20%) ETL
6 27 (11.20%) Problem-Solving
7 25 (10.37%) Mathematics
7 25 (10.37%) Statistics
8 24 (9.96%) Artificial Intelligence
9 23 (9.54%) Data Modelling
10 22 (9.13%) Data Science
11 21 (8.71%) CRM
12 19 (7.88%) Decision-Making
12 19 (7.88%) IT Strategy
12 19 (7.88%) SDLC
13 18 (7.47%) Data Analysis
14 17 (7.05%) Open Source
Programming Languages
1 102 (42.32%) SQL
2 44 (18.26%) Java
3 25 (10.37%) Python
4 21 (8.71%) JavaScript
4 21 (8.71%) R
5 17 (7.05%) C#
6 16 (6.64%) VBA
7 14 (5.81%) C++
7 14 (5.81%) Scala
8 12 (4.98%) T-SQL
9 8 (3.32%) PowerShell
10 7 (2.90%) MATLAB
11 5 (2.07%) PHP
12 3 (1.24%) Objective-C
13 2 (0.83%) Ruby
14 1 (0.41%) ABAP
14 1 (0.41%) Data Analysis Expressions (DAX)
14 1 (0.41%) PL/SQL
Qualifications
1 61 (25.31%) Degree
2 12 (4.98%) Numerate Degree
3 11 (4.56%) Computer Science Degree
4 9 (3.73%) PMI Certification
5 7 (2.90%) Microsoft Certification
6 3 (1.24%) Master's Degree
6 3 (1.24%) MCSE
7 2 (0.83%) SC Cleared
7 2 (0.83%) Security Cleared
Quality Assurance & Compliance
1 19 (7.88%) QA
2 12 (4.98%) Data Quality
3 4 (1.66%) PMO
4 3 (1.24%) GDPR
4 3 (1.24%) SLA
5 2 (0.83%) IFRS
5 2 (0.83%) IFRS 9
6 1 (0.41%) WCAG
System Software
1 6 (2.49%) Active Directory
2 5 (2.07%) Docker
2 5 (2.07%) VMware Infrastructure
3 3 (1.24%) Apache Flume
3 3 (1.24%) BitLocker
3 3 (1.24%) Firmware
3 3 (1.24%) Hyper-V
3 3 (1.24%) XenServer
4 2 (0.83%) Apache ZooKeeper
Systems Management
1 5 (2.07%) SCCM
2 4 (1.66%) Oozie
3 3 (1.24%) HP NNM
3 3 (1.24%) Norton AntiVirus
3 3 (1.24%) Symantec Endpoint Protection
3 3 (1.24%) WSUS
4 2 (0.83%) Grafana
4 2 (0.83%) Hadoop YARN
4 2 (0.83%) Microsoft Intune
4 2 (0.83%) Opscode Chef
4 2 (0.83%) Puppet
5 1 (0.41%) Kibana
5 1 (0.41%) logstash
Vendors
1 65 (26.97%) Microsoft
2 43 (17.84%) Google
3 38 (15.77%) Tableau
4 19 (7.88%) SAP
5 13 (5.39%) Cloudera
6 12 (4.98%) Adobe
7 11 (4.56%) Talend
8 9 (3.73%) Cognos
8 9 (3.73%) Infor
9 7 (2.90%) Alteryx
10 5 (2.07%) McAfee
10 5 (2.07%) VMware
11 4 (1.66%) Demandware
11 4 (1.66%) Hortonworks
11 4 (1.66%) JD Edwards
11 4 (1.66%) Reuters
12 3 (1.24%) Nimble Storage
12 3 (1.24%) Sophos
12 3 (1.24%) Symantec
12 3 (1.24%) Twitter