Period
to 17 December 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 17 December 2018 with a comparison to the same period in the previous 2 years.

Analytics
England > East Midlands
6 months to
17 Dec 2018
Same period 2017 Same period 2016
Rank 48 102 108
Rank change year-on-year +54 +6 -23
Permanent jobs citing Analytics 238 146 166
As % of all permanent IT jobs advertised in the East Midlands 5.43% 2.78% 2.62%
As % of the Processes & Methodologies category 5.87% 3.06% 2.88%
Number of salaries quoted 166 123 111
East Midlands median annual salary £45,000 £40,000 £41,500
Median salary % change year-on-year +12.50% -3.61% -17.00%
10th Percentile £28,750 £26,250 £27,000
90th Percentile £83,750 £70,000 £55,000
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +4.76%

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 4,056 4,773 5,767
As % of all permanent IT jobs advertised in the East Midlands 92.56% 91.00% 91.08%
Number of salaries quoted 3,027 3,959 4,597
East Midlands median annual salary £42,500 £40,000 £42,500
Median salary % change year-on-year +6.25% -5.88% +6.25%
10th Percentile £26,250 £25,000 £25,500
90th Percentile £68,750 £63,750 £63,750
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 17 December 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 17 December 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 +49 91 £47,500 +11.76% 25
Leicestershire 0 55 £40,000 - 10
Northamptonshire +7 39 £53,000 +24.71% 13
Derbyshire +21 25 £41,500 +3.75% 6
Rutland - 21 - -
Lincolnshire +23 4 £70,000 +64.71% 6
Analytics
England

For the 6 months to 17 December 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.

1 104 (43.70%) SQL
2 88 (36.97%) Business Intelligence
3 63 (26.47%) Microsoft
4 56 (23.53%) SQL Server
4 56 (23.53%) Degree
5 55 (23.11%) Agile Software Development
6 53 (22.27%) Finance
7 52 (21.85%) Data Warehouse
7 52 (21.85%) Retail
7 52 (21.85%) Marketing
8 47 (19.75%) Data Analytics
9 46 (19.33%) Java
10 44 (18.49%) Analytical Skills
11 42 (17.65%) Big Data
12 41 (17.23%) Multichannel Retail
13 40 (16.81%) SQL Server Integration Services
14 39 (16.39%) Google
14 39 (16.39%) Microsoft Excel
15 38 (15.97%) Apache Spark
15 38 (15.97%) Power BI
16 37 (15.55%) Visualisation
17 36 (15.13%) Microsoft Azure
17 36 (15.13%) Tableau
17 36 (15.13%) Python
17 36 (15.13%) Problem-Solving
18 35 (14.71%) Amazon AWS
19 34 (14.29%) Hadoop
20 33 (13.87%) Data Science
21 31 (13.03%) Computer Science
22 30 (12.61%) Software Engineering

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 38 (15.97%) Apache Spark
2 27 (11.34%) SAS
3 16 (6.72%) Elasticsearch
4 13 (5.46%) SharePoint
5 7 (2.94%) Confluence
6 4 (1.68%) Adobe Experience Manager
7 3 (1.26%) CMS
7 3 (1.26%) WordPress
8 2 (0.84%) Apache
9 1 (0.42%) Apache Pig
9 1 (0.42%) nginx
Applications
1 39 (16.39%) Microsoft Excel
2 23 (9.66%) SPSS
3 1 (0.42%) Adobe Creative Suite
3 1 (0.42%) Adobe Illustrator
3 1 (0.42%) Chatbot
3 1 (0.42%) InDesign
3 1 (0.42%) InVision
3 1 (0.42%) Microsoft PowerPoint
3 1 (0.42%) Photoshop
Business Applications
1 12 (5.04%) Dynamics AX
2 4 (1.68%) NetSuite
3 3 (1.26%) SAP ERP
4 2 (0.84%) Cognos Business Intelligence
4 2 (0.84%) Maximo
4 2 (0.84%) SAP BPC
4 2 (0.84%) SAP CO
4 2 (0.84%) SAP FI
4 2 (0.84%) SAP FI/CO
5 1 (0.42%) Dynamics CRM
5 1 (0.42%) Magento
Cloud Services
1 36 (15.13%) Microsoft Azure
2 35 (14.71%) Amazon AWS
3 25 (10.50%) Google Cloud Platform
4 14 (5.88%) Google Analytics
5 11 (4.62%) Office 365
6 8 (3.36%) Cloud Computing
6 8 (3.36%) SaaS
7 6 (2.52%) Adobe Analytics
7 6 (2.52%) Azure Data Factory
8 3 (1.26%) Azure Active Directory
8 3 (1.26%) FinancialForce
8 3 (1.26%) IaaS
9 2 (0.84%) IBM Cloud
10 1 (0.42%) Apigee
10 1 (0.42%) Boomi
10 1 (0.42%) Dynamics 365
10 1 (0.42%) GitHub
10 1 (0.42%) npm
10 1 (0.42%) OpenShift
10 1 (0.42%) PaaS
Communications & Networking
1 11 (4.62%) Internet
2 5 (2.10%) DNS
3 4 (1.68%) Kerberos
4 3 (1.26%) DHCP
4 3 (1.26%) VoIP
5 1 (0.42%) Firewall
5 1 (0.42%) LAN
5 1 (0.42%) Skype
5 1 (0.42%) SMS
5 1 (0.42%) Unified Communications
5 1 (0.42%) WAN
Database & Business Intelligence
1 56 (23.53%) SQL Server
2 52 (21.85%) Data Warehouse
3 42 (17.65%) Big Data
4 40 (16.81%) SQL Server Integration Services
5 38 (15.97%) Power BI
6 34 (14.29%) Hadoop
7 28 (11.76%) SQL Server Reporting Services
8 23 (9.66%) QlikView
9 21 (8.82%) NoSQL
10 18 (7.56%) BusinessObjects
10 18 (7.56%) Relational Database
10 18 (7.56%) SQL Server Analysis Services
11 15 (6.30%) HBase
11 15 (6.30%) Qlik Sense
12 14 (5.88%) Flink
12 14 (5.88%) OLAP
12 14 (5.88%) OLAP Cube
13 12 (5.04%) Data Mining
14 11 (4.62%) BigQuery
15 5 (2.10%) Data Lake
Development Applications
1 7 (2.94%) JIRA
1 7 (2.94%) Selenium
2 6 (2.52%) Cucumber
2 6 (2.52%) JUnit
2 6 (2.52%) Protractor
3 3 (1.26%) Git (software)
4 2 (0.84%) gulp
4 2 (0.84%) Jenkins
4 2 (0.84%) SQL Server Management Studio (SSMS)
4 2 (0.84%) Visual Studio
4 2 (0.84%) Visual Studio Team System
5 1 (0.42%) Artifactory
5 1 (0.42%) Axure RP
5 1 (0.42%) Bitbucket
5 1 (0.42%) Firebug
5 1 (0.42%) Grunt
5 1 (0.42%) SpecFlow
5 1 (0.42%) WebDriver
5 1 (0.42%) webpack
General
1 53 (22.27%) Finance
2 52 (21.85%) Marketing
2 52 (21.85%) Retail
3 12 (5.04%) Manufacturing
4 4 (1.68%) French Language
4 4 (1.68%) German Language
4 4 (1.68%) Legal
5 2 (0.84%) Advertising
5 2 (0.84%) Banking
5 2 (0.84%) Electronics
5 2 (0.84%) Law
5 2 (0.84%) Telecoms
6 1 (0.42%) Financial Institution
6 1 (0.42%) Pharmaceutical
Job Titles
1 48 (20.17%) Analyst
2 47 (19.75%) Developer
3 25 (10.50%) Business Intelligence Developer
4 19 (7.98%) Big Data Engineer
5 17 (7.14%) Data Engineer
6 14 (5.88%) Business Analyst
7 13 (5.46%) Architect
7 13 (5.46%) Data Analyst
8 11 (4.62%) Business Intelligence Analyst
9 10 (4.20%) Hadoop Engineer
9 10 (4.20%) Head of Analytics
9 10 (4.20%) Senior Analyst
9 10 (4.20%) Support Engineer
10 9 (3.78%) Consultant
10 9 (3.78%) Java Engineer
10 9 (3.78%) Software Engineer
11 8 (3.36%) Data Scientist
12 7 (2.94%) Data Architect
13 6 (2.52%) Senior Business Analyst
13 6 (2.52%) Tester
Libraries, Frameworks & Software Standards
1 21 (8.82%) Web Services
2 14 (5.88%) MDX
3 9 (3.78%) CSS
3 9 (3.78%) Kafka
4 7 (2.94%) .NET
5 5 (2.10%) HTML
5 5 (2.10%) RESTful
6 4 (1.68%) AngularJS
6 4 (1.68%) Elastic Stack
6 4 (1.68%) React
6 4 (1.68%) XML
7 3 (1.26%) Hibernate
7 3 (1.26%) JSON
7 3 (1.26%) Middleware
7 3 (1.26%) NumPy
7 3 (1.26%) Pandas
7 3 (1.26%) Sass
7 3 (1.26%) Spark Streaming
7 3 (1.26%) Spring
7 3 (1.26%) Vue.js
Miscellaneous
1 44 (18.49%) Analytical Skills
2 17 (7.14%) Public Cloud
3 15 (6.30%) PMI
4 13 (5.46%) Data Structures
4 13 (5.46%) User Experience
5 10 (4.20%) Internet of Things
5 10 (4.20%) Management Information System
6 8 (3.36%) Social Media
7 7 (2.94%) Algorithms
8 3 (1.26%) Credit Risk
8 3 (1.26%) Enterprise Software
8 3 (1.26%) Self-Motivation
9 2 (0.84%) Clustering
9 2 (0.84%) Fintech
9 2 (0.84%) PKI
9 2 (0.84%) Reference Data
9 2 (0.84%) Virtual Team
10 1 (0.42%) Client/Server
10 1 (0.42%) Graphic Design
10 1 (0.42%) Grid Computing
Operating Systems
1 8 (3.36%) Windows
2 4 (1.68%) Windows Server
3 3 (1.26%) Linux
4 2 (0.84%) Unix
4 2 (0.84%) Windows Server 2003
4 2 (0.84%) Windows Server 2008
4 2 (0.84%) Windows Server 2012
5 1 (0.42%) Android
5 1 (0.42%) Apple iOS
5 1 (0.42%) Mac OS
5 1 (0.42%) Windows 10
Processes & Methodologies
1 88 (36.97%) Business Intelligence
2 55 (23.11%) Agile Software Development
3 47 (19.75%) Data Analytics
4 41 (17.23%) Multichannel Retail
5 37 (15.55%) Visualisation
6 36 (15.13%) Problem-Solving
7 33 (13.87%) Data Science
8 31 (13.03%) Computer Science
9 30 (12.61%) Software Engineering
10 29 (12.18%) Business Analysis
11 24 (10.08%) ETL
12 23 (9.66%) Data Modelling
12 23 (9.66%) Machine Learning
13 21 (8.82%) Predictive Analytics
14 20 (8.40%) E-Commerce
14 20 (8.40%) SDLC
14 20 (8.40%) SEO
15 19 (7.98%) Artificial Intelligence
15 19 (7.98%) Data Visualisation
15 19 (7.98%) IT Strategy
Programming Languages
1 104 (43.70%) SQL
2 46 (19.33%) Java
3 36 (15.13%) Python
4 21 (8.82%) R
4 21 (8.82%) VBA
5 19 (7.98%) JavaScript
6 16 (6.72%) Scala
7 15 (6.30%) C++
8 9 (3.78%) C#
9 8 (3.36%) MATLAB
10 6 (2.52%) T-SQL
11 4 (1.68%) PowerShell
11 4 (1.68%) Ruby
12 3 (1.26%) Data Analysis Expressions (DAX)
13 2 (0.84%) PHP
14 1 (0.42%) ABAP
Qualifications
1 56 (23.53%) Degree
2 15 (6.30%) PMI Certification
3 12 (5.04%) Numerate Degree
4 11 (4.62%) Computer Science Degree
5 6 (2.52%) Microsoft Certification
6 4 (1.68%) Master's Degree
7 2 (0.84%) MCSE
8 1 (0.42%) ITIL Certification
8 1 (0.42%) SC Cleared
8 1 (0.42%) Security Cleared
Quality Assurance & Compliance
1 15 (6.30%) QA
2 11 (4.62%) Data Quality
3 6 (2.52%) GDPR
4 2 (0.84%) Actionable Recommendations
4 2 (0.84%) IFRS
4 2 (0.84%) IFRS 9
4 2 (0.84%) SLA
5 1 (0.42%) PMO
5 1 (0.42%) WCAG
System Software
1 6 (2.52%) Apache Flume
2 5 (2.10%) Active Directory
3 3 (1.26%) Docker
4 2 (0.84%) Apache ZooKeeper
4 2 (0.84%) Firmware
5 1 (0.42%) BitLocker
5 1 (0.42%) Hyper-V
5 1 (0.42%) VMware Infrastructure
5 1 (0.42%) XenServer
Systems Management
1 4 (1.68%) Kibana
1 4 (1.68%) Oozie
2 3 (1.26%) Hadoop YARN
2 3 (1.26%) logstash
3 2 (0.84%) Grafana
3 2 (0.84%) Opscode Chef
3 2 (0.84%) Puppet
3 2 (0.84%) SCCM
4 1 (0.42%) HP NNM
4 1 (0.42%) Microsoft Intune
4 1 (0.42%) Norton AntiVirus
4 1 (0.42%) Symantec Endpoint Protection
4 1 (0.42%) WSUS
Vendors
1 63 (26.47%) Microsoft
2 39 (16.39%) Google
3 36 (15.13%) Tableau
4 18 (7.56%) SAP
5 13 (5.46%) Cloudera
6 11 (4.62%) Adobe
6 11 (4.62%) Cognos
7 10 (4.20%) Demandware
7 10 (4.20%) Talend
8 9 (3.78%) Infor
9 5 (2.10%) Alteryx
10 4 (1.68%) Hortonworks
10 4 (1.68%) JD Edwards
10 4 (1.68%) Reuters
11 3 (1.26%) Cisco
11 3 (1.26%) Civica
11 3 (1.26%) Genesys
11 3 (1.26%) Hitwise
11 3 (1.26%) McAfee
12 2 (0.84%) Splunk