Period
to 23 April 2019

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 23 April 2019 with a comparison to the same period in the previous 2 years.

Analytics
England > East Midlands
6 months to
23 Apr 2019
Same period 2018 Same period 2017
Rank 51 114 65
Rank change year-on-year +63 -49 +16
Permanent jobs citing Analytics 200 130 226
As % of all permanent IT jobs advertised in the East Midlands 4.85% 2.48% 3.85%
As % of the Processes & Methodologies category 5.25% 2.70% 4.26%
Number of salaries quoted 147 111 164
East Midlands median annual salary £40,000 £40,000 £42,500
Median salary % change year-on-year - -5.88% -5.56%
10th Percentile £28,750 £25,000 £27,950
90th Percentile £81,550 £55,000 £64,250
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - -

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 3,807 4,822 5,306
As % of all permanent IT jobs advertised in the East Midlands 92.31% 91.97% 90.35%
Number of salaries quoted 2,697 4,066 4,264
East Midlands median annual salary £42,500 £42,250 £41,500
Median salary % change year-on-year +0.59% +1.81% +3.75%
10th Percentile £25,750 £26,250 £25,000
90th Percentile £65,000 £65,000 £63,750
England median annual salary £52,500 £50,000 £49,000
% change year-on-year +5.00% +2.04% +3.16%

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 23 April 2019.

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 23 April 2019. 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 89 £45,000 +26.32% 16
Leicestershire +16 54 £37,500 -6.25% 3
Northamptonshire +26 34 £52,500 +23.53% 6
Derbyshire +8 9 £31,000 -27.06% 7
Rutland +3 5 - -
Lincolnshire +14 1 £45,000 +100.00% 2
Analytics
England

For the 6 months to 23 April 2019, 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 93 (46.50%) SQL
2 67 (33.50%) Business Intelligence
3 54 (27.00%) Agile Software Development
4 51 (25.50%) Data Analytics
5 46 (23.00%) Data Warehouse
6 45 (22.50%) Analytical Skills
7 42 (21.00%) Python
8 40 (20.00%) Finance
9 39 (19.50%) Microsoft
10 37 (18.50%) Microsoft Excel
11 36 (18.00%) SQL Server
12 34 (17.00%) Machine Learning
13 33 (16.50%) Big Data
13 33 (16.50%) Marketing
14 32 (16.00%) Predictive Analytics
15 31 (15.50%) Degree
15 31 (15.50%) Data Science
16 30 (15.00%) Google
16 30 (15.00%) Java
17 27 (13.50%) QlikView
17 27 (13.50%) Tableau
17 27 (13.50%) Problem-Solving
18 26 (13.00%) Visualisation
18 26 (13.00%) Business Analysis
18 26 (13.00%) Data Modelling
19 25 (12.50%) Retail
20 24 (12.00%) Software Engineering
20 24 (12.00%) Hadoop
21 23 (11.50%) Artificial Intelligence
22 22 (11.00%) Amazon AWS

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 20 (10.00%) Apache Spark
1 20 (10.00%) SAS
2 7 (3.50%) Confluence
2 7 (3.50%) Elasticsearch
3 6 (3.00%) Adobe Experience Manager
4 5 (2.50%) Apache
5 3 (1.50%) SharePoint
6 2 (1.00%) Apache Pig
7 1 (0.50%) WordPress
Applications
1 37 (18.50%) Microsoft Excel
2 13 (6.50%) SPSS
3 3 (1.50%) Microsoft PowerPoint
4 1 (0.50%) Adobe Creative Suite
4 1 (0.50%) Adobe Illustrator
4 1 (0.50%) Chatbot
4 1 (0.50%) GNU Octave
4 1 (0.50%) InDesign
4 1 (0.50%) Microsoft Office
4 1 (0.50%) Photoshop
Business Applications
1 3 (1.50%) Dynamics AX
1 3 (1.50%) Dynamics CRM
1 3 (1.50%) Dynamics NAV
1 3 (1.50%) Magento
2 2 (1.00%) Eloqua
2 2 (1.00%) SAP BPC
2 2 (1.00%) SAP CO
2 2 (1.00%) SAP FI
2 2 (1.00%) SAP FI/CO
2 2 (1.00%) SAP Oil and Gas
2 2 (1.00%) SAP S/4HANA
3 1 (0.50%) Maximo
3 1 (0.50%) Workfront
Cloud Services
1 22 (11.00%) Amazon AWS
2 18 (9.00%) Google Cloud Platform
3 17 (8.50%) Microsoft Azure
4 13 (6.50%) Google Analytics
5 6 (3.00%) SaaS
6 5 (2.50%) Office 365
7 2 (1.00%) AWS Lambda
7 2 (1.00%) Azure Data Factory
7 2 (1.00%) Google Tag Manager
7 2 (1.00%) IaaS
7 2 (1.00%) PaaS
7 2 (1.00%) Serverless
8 1 (0.50%) Adobe Analytics
8 1 (0.50%) OpenShift
Communications & Networking
1 7 (3.50%) VoIP
2 6 (3.00%) Internet
3 1 (0.50%) Kerberos
Database & Business Intelligence
1 46 (23.00%) Data Warehouse
2 36 (18.00%) SQL Server
3 33 (16.50%) Big Data
4 27 (13.50%) QlikView
5 24 (12.00%) Hadoop
6 22 (11.00%) Qlik Sense
7 21 (10.50%) Power BI
8 15 (7.50%) SQL Server Reporting Services
9 13 (6.50%) Data Lake
9 13 (6.50%) SQL Server Integration Services
10 10 (5.00%) BigQuery
10 10 (5.00%) SQL Server Analysis Services
11 9 (4.50%) Relational Database
12 7 (3.50%) Apache Hive
13 6 (3.00%) HBase
13 6 (3.00%) NoSQL
13 6 (3.00%) OLAP
14 5 (2.50%) Impala
15 4 (2.00%) Apache Cassandra
15 4 (2.00%) OLAP Cube
Development Applications
1 9 (4.50%) JIRA
2 6 (3.00%) Visual Studio
3 3 (1.50%) Selenium
3 3 (1.50%) Team Foundation Server
4 2 (1.00%) Git (software)
5 1 (0.50%) Atlassian Bamboo
5 1 (0.50%) Eclipse
5 1 (0.50%) Jenkins
5 1 (0.50%) JIRA Agile
5 1 (0.50%) Sonatype Nexus
5 1 (0.50%) SQL Server Management Studio (SSMS)
General
1 40 (20.00%) Finance
2 33 (16.50%) Marketing
3 25 (12.50%) Retail
4 11 (5.50%) Manufacturing
5 5 (2.50%) Financial Institution
6 4 (2.00%) Banking
7 2 (1.00%) Billing
7 2 (1.00%) Games
7 2 (1.00%) Law
7 2 (1.00%) Multimedia
7 2 (1.00%) Telecoms
8 1 (0.50%) Investment Banking
8 1 (0.50%) Military
8 1 (0.50%) Pharmaceutical
Job Titles
1 67 (33.50%) Developer
2 39 (19.50%) Business Intelligence Developer
3 38 (19.00%) Analyst
4 15 (7.50%) Architect
4 15 (7.50%) Business Developer
5 13 (6.50%) Data Analyst
6 12 (6.00%) Data Scientist
7 10 (5.00%) Senior Developer
8 8 (4.00%) Senior Business Intelligence Developer
9 7 (3.50%) Business Analyst
9 7 (3.50%) Support Engineer
9 7 (3.50%) Telephony Engineer
9 7 (3.50%) Telephony Support
10 6 (3.00%) Analytics Manager
10 6 (3.00%) Data Architect
10 6 (3.00%) Junior
10 6 (3.00%) Machine Learning Scientist
10 6 (3.00%) SEO Executive
11 5 (2.50%) Java Developer
11 5 (2.50%) Junior Developer
Libraries, Frameworks & Software Standards
1 9 (4.50%) .NET
2 7 (3.50%) Elastic Stack
2 7 (3.50%) Web Services
3 6 (3.00%) .NET Framework
3 6 (3.00%) CSS
4 5 (2.50%) HTML
4 5 (2.50%) Kafka
4 5 (2.50%) React
5 4 (2.00%) AngularJS
5 4 (2.00%) MDX
5 4 (2.00%) NumPy
5 4 (2.00%) Pandas
6 3 (1.50%) Node.js
6 3 (1.50%) XML
7 2 (1.00%) HTML5
7 2 (1.00%) Natural Language Processing
7 2 (1.00%) scikit-learn
7 2 (1.00%) Spark Streaming
7 2 (1.00%) TensorFlow
7 2 (1.00%) Vue.js
Miscellaneous
1 45 (22.50%) Analytical Skills
2 18 (9.00%) Public Cloud
3 12 (6.00%) User Experience
4 8 (4.00%) Algorithms
4 8 (4.00%) Management Information System
4 8 (4.00%) Social Media
5 7 (3.50%) Enterprise Cloud
6 6 (3.00%) Data Structures
6 6 (3.00%) Enterprise Software
7 5 (2.50%) Internet of Things
7 5 (2.50%) PMI
8 4 (2.00%) Cloud Native
8 4 (2.00%) Virtual Team
9 3 (1.50%) Analytical Mindset
10 2 (1.00%) Data Protection Act
10 2 (1.00%) Fintech
10 2 (1.00%) Life Science
10 2 (1.00%) Mashup
10 2 (1.00%) Self-Motivation
10 2 (1.00%) Taxonomies
Operating Systems
1 12 (6.00%) Linux
2 8 (4.00%) Windows
3 7 (3.50%) Unix
4 5 (2.50%) Android
4 5 (2.50%) Apple iOS
4 5 (2.50%) Mac OS
5 1 (0.50%) Embedded Linux
5 1 (0.50%) Solaris
5 1 (0.50%) Windows Server
Processes & Methodologies
1 67 (33.50%) Business Intelligence
2 54 (27.00%) Agile Software Development
3 51 (25.50%) Data Analytics
4 34 (17.00%) Machine Learning
5 32 (16.00%) Predictive Analytics
6 31 (15.50%) Data Science
7 27 (13.50%) Problem-Solving
8 26 (13.00%) Business Analysis
8 26 (13.00%) Data Modelling
8 26 (13.00%) Visualisation
9 24 (12.00%) Software Engineering
10 23 (11.50%) Artificial Intelligence
11 21 (10.50%) Data Analysis
12 20 (10.00%) Test Automation
13 19 (9.50%) CRM
13 19 (9.50%) Prescriptive Analytics
14 18 (9.00%) Sprint Planning
15 17 (8.50%) E-Commerce
15 17 (8.50%) Scrum
16 16 (8.00%) Multichannel Retail
Programming Languages
1 93 (46.50%) SQL
2 42 (21.00%) Python
3 30 (15.00%) Java
4 21 (10.50%) VBA
5 19 (9.50%) JavaScript
6 13 (6.50%) R
7 8 (4.00%) Scala
8 7 (3.50%) C#
9 5 (2.50%) C++
10 4 (2.00%) MATLAB
10 4 (2.00%) Ruby
10 4 (2.00%) Shell Script
11 2 (1.00%) Data Analysis Expressions (DAX)
11 2 (1.00%) T-SQL
12 1 (0.50%) C
12 1 (0.50%) Embedded C
12 1 (0.50%) Go
12 1 (0.50%) TypeScript
Qualifications
1 31 (15.50%) Degree
2 8 (4.00%) Computer Science Degree
3 6 (3.00%) AWS Certification
4 5 (2.50%) CISM
4 5 (2.50%) CISSP
4 5 (2.50%) CompTIA Security+
4 5 (2.50%) Numerate Degree
4 5 (2.50%) PMI Certification
5 3 (1.50%) ISEB
5 3 (1.50%) ISTQB
6 2 (1.00%) Master's Degree
6 2 (1.00%) MCSE
6 2 (1.00%) Microsoft Certification
6 2 (1.00%) PhD
6 2 (1.00%) TOGAF Certification
7 1 (0.50%) ITIL Certification
Quality Assurance & Compliance
1 5 (2.50%) GDPR
2 4 (2.00%) Actionable Recommendations
3 3 (1.50%) Cyber Essentials
3 3 (1.50%) Data Quality
3 3 (1.50%) ISO/IEC 27001
4 1 (0.50%) Cyber Essentials PLUS
4 1 (0.50%) ISO 9001
4 1 (0.50%) ISO/IEC 20000
4 1 (0.50%) QA
4 1 (0.50%) SLA
System Software
1 8 (4.00%) Apache Flume
2 5 (2.50%) Active Directory
3 4 (2.00%) HDFS
4 2 (1.00%) Firmware
5 1 (0.50%) Docker
Systems Management
1 6 (3.00%) Kibana
2 5 (2.50%) CASB
3 3 (1.50%) logstash
4 2 (1.00%) Hadoop YARN
5 1 (0.50%) Kubernetes
5 1 (0.50%) Opscode Chef
Vendors
1 39 (19.50%) Microsoft
2 30 (15.00%) Google
3 27 (13.50%) Tableau
4 18 (9.00%) SAP
5 8 (4.00%) Adobe
5 8 (4.00%) Oracle
5 8 (4.00%) Salesforce.com
6 7 (3.50%) Demandware
6 7 (3.50%) Genesys
7 3 (1.50%) ATG
7 3 (1.50%) Cognos
7 3 (1.50%) Hitwise
7 3 (1.50%) hybris
8 2 (1.00%) Adaptive Insights
8 2 (1.00%) Birst
8 2 (1.00%) Cognizant
8 2 (1.00%) Hyperion
8 2 (1.00%) Splunk
8 2 (1.00%) TIBCO
9 1 (0.50%) CA