Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
England > East of England
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 141 142 202
Rank change year-on-year +1 +60 +8
Permanent jobs citing Data Analysis 254 262 208
As % of all permanent IT jobs advertised in the East of England 2.13% 1.99% 1.35%
As % of the Processes & Methodologies category 2.42% 2.25% 1.55%
Number of salaries quoted 210 241 148
East of England median annual salary £38,500 £40,000 £39,250
Median salary % change year-on-year -3.75% +1.91% +1.95%
10th Percentile £29,721 £31,250 £30,375
90th Percentile £55,000 £65,000 £55,000
England median annual salary £45,500 £45,000 £45,000
% change year-on-year +1.11% - -

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 of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 10493 11641 13379
As % of all permanent IT jobs advertised in the East of England 88.07% 88.52% 87.07%
Number of salaries quoted 8521 9596 10991
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +3.45%
10th Percentile £27,500 £26,750 £26,250
90th Percentile £70,000 £70,000 £67,500
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 of England

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

Job vacancy trend for Data Analysis in the East of England

Data Analysis
Salary Trend in the East of England

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

Salary trend for Data Analysis in the East of England

Data Analysis
Salary Histogram in the East of England

The salary distribution of IT jobs citing Data Analysis in the East of England over the 6 months to 19 November 2017.

Salary histogram for Data Analysis in the East of England

Data Analysis
Job Locations in the East of England

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 of England region over the 6 months to 19 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
Hertfordshire +2 91 £38,250 -4.38% 6
Cambridgeshire -23 82 £37,500 -25.00% 5
Essex +4 32 £34,057 -12.68% 1
Suffolk +17 26 £40,000 +14.29%
Bedfordshire +29 17 £50,000 +13.64%
Norfolk +21 6 £41,250 +10.00% 3
Data Analysis
England

For the 6 months to 19 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 of England region with a requirement for Data Analysis.

1 99 (38.98%) Degree
2 84 (33.07%) SQL
3 65 (25.59%) Computer Science
4 60 (23.62%) Mathematics
5 57 (22.44%) Analytics
6 54 (21.26%) Analytical Skills
7 48 (18.90%) Business Intelligence
7 48 (18.90%) Microsoft
8 43 (16.93%) Finance
8 43 (16.93%) Microsoft Excel
8 43 (16.93%) Physics
9 40 (15.75%) Algorithms
9 40 (15.75%) C++
10 39 (15.35%) SQL Server
10 39 (15.35%) Machine Learning
11 38 (14.96%) Python
12 34 (13.39%) Telecoms
13 32 (12.60%) PhD
14 31 (12.20%) Signal Processing
15 30 (11.81%) SDLC
15 30 (11.81%) Data Acquisition
15 30 (11.81%) Linux
15 30 (11.81%) LabVIEW
16 28 (11.02%) Statistics
16 28 (11.02%) Agile Software Development
16 28 (11.02%) Visualisation
17 27 (10.63%) Relational Database
17 27 (10.63%) Marketing
18 26 (10.24%) Visual Studio
19 25 (9.84%) Oracle

Data Analysis
Co-occurring IT Skills in the East of England 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 6 (2.36%) SAS
2 4 (1.57%) SharePoint
3 3 (1.18%) CMS
3 3 (1.18%) Elasticsearch
3 3 (1.18%) MS Exchange
4 2 (0.79%) Confluence
4 2 (0.79%) SharePoint Server
4 2 (0.79%) Umbraco
5 1 (0.39%) Apache Spark
5 1 (0.39%) IIS
Applications
1 43 (16.93%) Microsoft Excel
2 14 (5.51%) Microsoft Office
3 10 (3.94%) Microsoft PowerPoint
4 5 (1.97%) MS Visio
5 4 (1.57%) Spreadsheet
6 3 (1.18%) Photoshop
7 1 (0.39%) SPSS
7 1 (0.39%) Weka
Business Applications
1 6 (2.36%) Dynamics NAV
2 5 (1.97%) SAP MDG
3 3 (1.18%) Orchard Housing
4 2 (0.79%) WebTrends
5 1 (0.39%) Cognos Controller
5 1 (0.39%) Cognos TM1
5 1 (0.39%) Dynamics AX
5 1 (0.39%) NetSuite
Cloud Services
1 6 (2.36%) Microsoft Azure
2 5 (1.97%) Dynamics 365
2 5 (1.97%) Google Cloud Platform
3 4 (1.57%) Google Analytics
4 3 (1.18%) Office 365
5 2 (0.79%) AdWords
5 2 (0.79%) SaaS
6 1 (0.39%) Adobe Analytics
6 1 (0.39%) Amazon AWS
6 1 (0.39%) Amazon EMR
6 1 (0.39%) Amazon Kinesis
6 1 (0.39%) Amazon S3
6 1 (0.39%) Cloud Computing
Communications & Networking
1 8 (3.15%) VPN
2 6 (2.36%) Firewall
3 5 (1.97%) MPLS
4 3 (1.18%) DHCP
4 3 (1.18%) DNS
4 3 (1.18%) Internet
4 3 (1.18%) SMS
4 3 (1.18%) TCP/IP
4 3 (1.18%) VLAN
4 3 (1.18%) VoIP
5 1 (0.39%) Bluetooth
5 1 (0.39%) Network Security
Database & Business Intelligence
1 39 (15.35%) SQL Server
2 27 (10.63%) Relational Database
3 23 (9.06%) SQL Server Integration Services
4 22 (8.66%) SQL Server Reporting Services
5 21 (8.27%) MySQL
6 19 (7.48%) Big Data
7 16 (6.30%) GIS
8 15 (5.91%) QlikView
9 13 (5.12%) Power BI
9 13 (5.12%) RDBMS
10 12 (4.72%) Data Warehouse
11 8 (3.15%) SQL Server 2008
11 8 (3.15%) SQL Server Analysis Services
12 7 (2.76%) Geospatial Data
12 7 (2.76%) Looker
12 7 (2.76%) OLAP
13 6 (2.36%) Amazon Redshift
13 6 (2.36%) OLTP
14 5 (1.97%) BigQuery
14 5 (1.97%) Enterprise Data Warehouse
Development Applications
1 30 (11.81%) LabVIEW
2 26 (10.24%) Visual Studio
3 11 (4.33%) Git (software)
4 4 (1.57%) SQL Server Management Studio (SSMS)
4 4 (1.57%) Talend Open Studio
5 3 (1.18%) Dreamweaver
6 2 (0.79%) JIRA
6 2 (0.79%) Rational DOORS
6 2 (0.79%) Team Foundation Server
7 1 (0.39%) Eclipse
General
1 43 (16.93%) Finance
2 34 (13.39%) Telecoms
3 27 (10.63%) Marketing
4 23 (9.06%) Retail
5 19 (7.48%) Games
6 16 (6.30%) Aerospace
7 10 (3.94%) Manufacturing
8 7 (2.76%) Advertising
9 6 (2.36%) Automotive
10 4 (1.57%) Legal
11 3 (1.18%) Pharmaceutical
12 2 (0.79%) Law
12 2 (0.79%) Spanish Language
13 1 (0.39%) Electronics
13 1 (0.39%) Military
Job Titles
1 87 (34.25%) Analyst
2 62 (24.41%) Developer
3 46 (18.11%) Data Analyst
4 22 (8.66%) Data Scientist
5 18 (7.09%) Software Developer
6 17 (6.69%) C++ Developer
6 17 (6.69%) C++ Software Developer
6 17 (6.69%) SQL Analyst
7 14 (5.51%) MATLAB Engineer
7 14 (5.51%) Process Engineer
8 12 (4.72%) Business Intelligence Developer
9 11 (4.33%) Business Analyst
9 11 (4.33%) SQL Data Analyst
10 10 (3.94%) Business Intelligence Analyst
10 10 (3.94%) Senior Analyst
10 10 (3.94%) User Experience Researcher
11 9 (3.54%) Analytics Developer
11 9 (3.54%) Graduate
12 8 (3.15%) Research Analyst
12 8 (3.15%) SQL Developer
Libraries, Frameworks & Software Standards
1 16 (6.30%) HTML
2 12 (4.72%) .NET
3 9 (3.54%) CSS
4 7 (2.76%) Google Maps API
4 7 (2.76%) HTML5
4 7 (2.76%) jQuery
5 5 (1.97%) EDI
5 5 (1.97%) MDX
5 5 (1.97%) Swing
5 5 (1.97%) TensorFlow
6 4 (1.57%) OpenCV
6 4 (1.57%) Theano
6 4 (1.57%) Torch
7 3 (1.18%) AngularJS
7 3 (1.18%) ASP.NET Web Forms
7 3 (1.18%) Flask
7 3 (1.18%) NumPy
7 3 (1.18%) Pandas
7 3 (1.18%) React
7 3 (1.18%) SciPy
Miscellaneous
1 65 (25.59%) Computer Science
2 54 (21.26%) Analytical Skills
3 40 (15.75%) Algorithms
4 19 (7.48%) User Experience
5 16 (6.30%) Video\Live Streaming
6 14 (5.51%) Life Science
6 14 (5.51%) Management Information System
7 9 (3.54%) 3D Graphics
7 9 (3.54%) FMCG
7 9 (3.54%) Linux Command Line
8 8 (3.15%) Replication
9 4 (1.57%) Data Centre
9 4 (1.57%) Enterprise Software
10 3 (1.18%) Data Structures
11 2 (0.79%) NHS
11 2 (0.79%) Optoelectronics
11 2 (0.79%) Social Media
12 1 (0.39%) Cyberthreat
12 1 (0.39%) Driving Licence
12 1 (0.39%) Robotics
Operating Systems
1 30 (11.81%) Linux
2 25 (9.84%) Windows
3 9 (3.54%) Unix
4 3 (1.18%) Windows Server
4 3 (1.18%) Windows XP
5 2 (0.79%) VMS
6 1 (0.39%) Android
Processes & Methodologies
1 60 (23.62%) Mathematics
2 57 (22.44%) Analytics
3 48 (18.90%) Business Intelligence
4 43 (16.93%) Physics
5 39 (15.35%) Machine Learning
6 31 (12.20%) Signal Processing
7 30 (11.81%) Data Acquisition
7 30 (11.81%) SDLC
8 28 (11.02%) Agile Software Development
8 28 (11.02%) Statistics
8 28 (11.02%) Visualisation
9 25 (9.84%) ETL
10 24 (9.45%) Software Engineering
11 23 (9.06%) Data Modelling
11 23 (9.06%) OO
12 21 (8.27%) Data Visualisation
13 20 (7.87%) OOD
14 19 (7.48%) Web Development
15 18 (7.09%) Project Management
16 17 (6.69%) Image Processing
Programming Languages
1 84 (33.07%) SQL
2 40 (15.75%) C++
3 38 (14.96%) Python
4 17 (6.69%) Java
4 17 (6.69%) JavaScript
5 15 (5.91%) MATLAB
5 15 (5.91%) T-SQL
6 13 (5.12%) R
7 9 (3.54%) C
7 9 (3.54%) C#
7 9 (3.54%) Scala
8 7 (2.76%) Perl
9 5 (1.97%) PL/SQL
9 5 (1.97%) VB.NET
9 5 (1.97%) VBScript
10 4 (1.57%) VBA
11 2 (0.79%) PHP
12 1 (0.39%) Embedded C
12 1 (0.39%) Embedded C++
12 1 (0.39%) VB
Qualifications
1 99 (38.98%) Degree
2 32 (12.60%) PhD
3 21 (8.27%) Computer Science Degree
4 9 (3.54%) Numerate Degree
5 7 (2.76%) VMware Certified Professional (VCP)
6 5 (1.97%) Microsoft Certification
7 3 (1.18%) ITIL Certification
8 2 (0.79%) Security Cleared
9 1 (0.39%) CCIE
9 1 (0.39%) CCNA
9 1 (0.39%) CCNP
9 1 (0.39%) CEH
9 1 (0.39%) CISA
9 1 (0.39%) Cisco Certification
9 1 (0.39%) CISM
9 1 (0.39%) CISSP
9 1 (0.39%) ISEB
9 1 (0.39%) PRINCE2 Certification
9 1 (0.39%) SANS
9 1 (0.39%) SC Cleared
Quality Assurance & Compliance
1 23 (9.06%) Data Quality
2 12 (4.72%) QA
3 2 (0.79%) ISO 9001
4 1 (0.39%) GAMP
4 1 (0.39%) GxP
4 1 (0.39%) PMO
System Software
1 8 (3.15%) Active Directory
2 4 (1.57%) Docker
2 4 (1.57%) VMware Infrastructure
2 4 (1.57%) vSphere
3 3 (1.18%) Hyper-V
4 1 (0.39%) Firmware
Systems Management
1 1 (0.39%) Hadoop YARN
1 1 (0.39%) Oozie
Vendors
1 48 (18.90%) Microsoft
2 25 (9.84%) Oracle
3 20 (7.87%) Tableau
4 18 (7.09%) Google
5 7 (2.76%) Veeam
5 7 (2.76%) VMware
6 5 (1.97%) SAP
7 4 (1.57%) Adobe
7 4 (1.57%) Salesforce.com
7 4 (1.57%) Sybase
7 4 (1.57%) Talend
8 3 (1.18%) Orchard
9 2 (0.79%) Avaya
9 2 (0.79%) Hootsuite
9 2 (0.79%) MicroStrategy
9 2 (0.79%) Omniture
9 2 (0.79%) TOWER Software
10 1 (0.39%) Atlassian
10 1 (0.39%) JD Edwards
10 1 (0.39%) Kenshoo