Period
to 17 November 2018

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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 17 November 2018 with a comparison to the same period in the previous 2 years.

Data Analytics
England > East Midlands
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 180 193 241
Rank change year-on-year +13 +48 +15
Permanent jobs citing Data Analytics 39 41 29
As % of all permanent IT jobs advertised in the East Midlands 0.84% 0.79% 0.44%
As % of the Processes & Methodologies category 0.91% 0.87% 0.49%
Number of salaries quoted 31 38 24
East Midlands median annual salary £45,000 £42,500 £39,000
Median salary % change year-on-year +5.88% +8.97% -22.00%
10th Percentile £28,008 £32,350 £28,175
90th Percentile £68,000 £80,000 £68,000
England median annual salary £60,000 £55,000 £55,250
% change year-on-year +9.09% -0.45% -3.91%

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 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 4,269 4,698 5,962
As % of all permanent IT jobs advertised in the East Midlands 92.00% 90.29% 90.68%
Number of salaries quoted 3,301 3,886 4,720
East Midlands median annual salary £42,500 £40,000 £41,500
Median salary % change year-on-year +6.25% -3.61% +3.75%
10th Percentile £26,250 £25,000 £25,500
90th Percentile £67,500 £62,500 £62,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Data Analytics
Job Vacancy Trend in the East Midlands

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

Job vacancy trend for Data Analytics in the East Midlands

Data Analytics
Salary Trend in the East Midlands

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

Salary trend for Data Analytics in the East Midlands

Data Analytics
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Data Analytics in the East Midlands over the 6 months to 17 November 2018.

Salary histogram for Data Analytics in the East Midlands

Data 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 Data Analytics within the East Midlands region over the 6 months to 17 November 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 +14 18 £45,000 -18.18% 2
Leicestershire -17 13 £29,522 -28.43% 1
Derbyshire +5 5 £68,000 +94.29% 1
Northamptonshire -9 3 £42,500 -34.62% 2
Data Analytics
England

For the 6 months to 17 November 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 East Midlands region with a requirement for Data Analytics.

1 39 (100.00%) Analytics
2 21 (53.85%) SQL
3 19 (48.72%) Python
4 15 (38.46%) Finance
5 14 (35.90%) Machine Learning
5 14 (35.90%) Big Data
6 13 (33.33%) NoSQL
6 13 (33.33%) Business Intelligence
7 12 (30.77%) CRM
7 12 (30.77%) Scala
7 12 (30.77%) Hadoop
7 12 (30.77%) Apache Spark
8 11 (28.21%) R
8 11 (28.21%) SAP
9 10 (25.64%) Internet
9 10 (25.64%) Big Data Analytics
9 10 (25.64%) Office 365
9 10 (25.64%) Internet of Things
10 9 (23.08%) Cloudera
10 9 (23.08%) Visualisation
10 9 (23.08%) Telematics
10 9 (23.08%) Java
10 9 (23.08%) Power BI
10 9 (23.08%) Computational Intelligence
10 9 (23.08%) Data Development
11 8 (20.51%) Data Science
11 8 (20.51%) MATLAB
11 8 (20.51%) Data Visualisation
12 7 (17.95%) MapReduce
12 7 (17.95%) Tableau

Data 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 12 (30.77%) Apache Spark
2 3 (7.69%) Elasticsearch
Applications
1 1 (2.56%) Chatbot
1 1 (2.56%) Microsoft Excel
Business Applications
1 2 (5.13%) Maximo
2 1 (2.56%) Dynamics AX
2 1 (2.56%) Dynamics CRM
2 1 (2.56%) SAP BPC
2 1 (2.56%) SAP CO
2 1 (2.56%) SAP FI
2 1 (2.56%) SAP FI/CO
Cloud Services
1 10 (25.64%) Office 365
2 3 (7.69%) Microsoft Azure
3 2 (5.13%) Amazon AWS
4 1 (2.56%) Adobe Analytics
4 1 (2.56%) AdWords
4 1 (2.56%) Boomi
4 1 (2.56%) Dynamics 365
4 1 (2.56%) Google Analytics
4 1 (2.56%) IaaS
4 1 (2.56%) PaaS
Communications & Networking
1 10 (25.64%) Internet
Database & Business Intelligence
1 14 (35.90%) Big Data
2 13 (33.33%) NoSQL
3 12 (30.77%) Hadoop
4 9 (23.08%) Power BI
5 3 (7.69%) Data Lake
5 3 (7.69%) Data Mining
5 3 (7.69%) Data Warehouse
6 2 (5.13%) SQL Server
7 1 (2.56%) Apache Cassandra
7 1 (2.56%) Azure SQL Database
7 1 (2.56%) BusinessObjects
7 1 (2.56%) DTS
7 1 (2.56%) MongoDB
7 1 (2.56%) PostgreSQL
7 1 (2.56%) SAP Data Services
7 1 (2.56%) SAP HANA
7 1 (2.56%) SQL Server Analysis Services
7 1 (2.56%) SQL Server Integration Services
7 1 (2.56%) SQL Server Reporting Services
Development Applications
1 2 (5.13%) Visual Studio
2 1 (2.56%) Git (software)
General
1 15 (38.46%) Finance
2 4 (10.26%) French Language
2 4 (10.26%) German Language
3 2 (5.13%) Manufacturing
3 2 (5.13%) Retail
4 1 (2.56%) Advertising
4 1 (2.56%) Marketing
Job Titles
1 9 (23.08%) Big Data Engineer
1 9 (23.08%) Data Engineer
2 6 (15.38%) Architect
3 5 (12.82%) Analyst
3 5 (12.82%) Applications Architect
4 4 (10.26%) Developer
4 4 (10.26%) Development Engineer
4 4 (10.26%) Hadoop Engineer
4 4 (10.26%) IT Support
4 4 (10.26%) Project Support Officer
4 4 (10.26%) Support Officer
4 4 (10.26%) Technical Support
4 4 (10.26%) Technical Support Officer
5 2 (5.13%) Head of Analytics
5 2 (5.13%) Head of Data Analytics
5 2 (5.13%) JavaScript Engineer
5 2 (5.13%) Maximo Specialist
5 2 (5.13%) Python Engineer
5 2 (5.13%) SQL Analyst
5 2 (5.13%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 3 (7.69%) Elastic Stack
1 3 (7.69%) NumPy
1 3 (7.69%) Pandas
2 2 (5.13%) HTML5 Canvas
3 1 (2.56%) AngularJS
3 1 (2.56%) Node.js
3 1 (2.56%) React
3 1 (2.56%) SAP BC
3 1 (2.56%) Web Dynpro
3 1 (2.56%) Web Services
Miscellaneous
1 10 (25.64%) Internet of Things
2 7 (17.95%) Data Structures
3 5 (12.82%) User Experience
4 3 (7.69%) Analytical Skills
5 2 (5.13%) Algorithms
5 2 (5.13%) Computer Science
6 1 (2.56%) Self-Motivation
Operating Systems
1 1 (2.56%) Linux
1 1 (2.56%) Unix
Processes & Methodologies
1 39 (100.00%) Analytics
2 14 (35.90%) Machine Learning
3 13 (33.33%) Business Intelligence
4 12 (30.77%) CRM
5 10 (25.64%) Big Data Analytics
6 9 (23.08%) Computational Intelligence
6 9 (23.08%) Data Development
6 9 (23.08%) Telematics
6 9 (23.08%) Visualisation
7 8 (20.51%) Data Science
7 8 (20.51%) Data Visualisation
8 7 (17.95%) Deep Learning
8 7 (17.95%) Logistics
8 7 (17.95%) MapReduce
8 7 (17.95%) Project Management
8 7 (17.95%) TDD
9 5 (12.82%) Data Analysis
9 5 (12.82%) Data Modelling
9 5 (12.82%) Risk Assessment
10 4 (10.26%) Artificial Intelligence
Programming Languages
1 21 (53.85%) SQL
2 19 (48.72%) Python
3 12 (30.77%) Scala
4 11 (28.21%) R
5 9 (23.08%) Java
6 8 (20.51%) MATLAB
7 6 (15.38%) JavaScript
8 4 (10.26%) Ruby
9 1 (2.56%) ABAP
9 1 (2.56%) C++
9 1 (2.56%) PHP
Qualifications
1 4 (10.26%) Degree
2 1 (2.56%) Computer Science Degree
2 1 (2.56%) Numerate Degree
Quality Assurance & Compliance
1 7 (17.95%) Data Quality
2 2 (5.13%) IFRS
2 2 (5.13%) IFRS 9
System Software
1 3 (7.69%) Apache Flume
Systems Management
1 3 (7.69%) Kibana
1 3 (7.69%) logstash
Vendors
1 11 (28.21%) SAP
2 9 (23.08%) Cloudera
3 7 (17.95%) Tableau
4 2 (5.13%) Microsoft
4 2 (5.13%) Splunk
5 1 (2.56%) Adaptive Insights
5 1 (2.56%) Adobe
5 1 (2.56%) Birst
5 1 (2.56%) Dell
5 1 (2.56%) DoubleClick
5 1 (2.56%) Google
5 1 (2.56%) Hyperion
5 1 (2.56%) Informatica
5 1 (2.56%) MuleSoft
5 1 (2.56%) ServiceNow
5 1 (2.56%) SnapLogic
5 1 (2.56%) Workday