Period
to 21 July 2018

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

Data Analytics
England > East of England
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 270 286 265
Rank change year-on-year +16 -21 +84
Permanent jobs citing Data Analytics 83 79 122
As % of all permanent IT jobs advertised in the East of England 0.69% 0.63% 0.86%
As % of the Processes & Methodologies category 0.77% 0.71% 0.96%
Number of salaries quoted 62 70 95
East of England median annual salary £55,000 £47,000 £57,500
Median salary % change year-on-year +17.02% -18.26% +27.78%
10th Percentile £26,875 £30,775 £26,250
90th Percentile £80,000 £70,000 £77,500
England median annual salary £60,000 £55,000 £60,000
% change year-on-year +9.09% -8.33% +9.09%

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 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 10,779 11,175 12,693
As % of all permanent IT jobs advertised in the East of England 89.13% 89.40% 89.61%
Number of salaries quoted 8,041 8,930 10,384
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +2.27%
10th Percentile £27,500 £26,883 £26,250
90th Percentile £72,500 £68,750 £67,500
England median annual salary £50,000 £50,000 £50,000

Data Analytics
Job Vacancy Trend in the East of England

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

Job vacancy trend for Data Analytics in the East of England

Data Analytics
Salary Trend in the East of England

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

Salary trend for Data Analytics in the East of England

Data Analytics
Salary Histogram in the East of England

The salary distribution of IT jobs citing Data Analytics in the East of England over the 6 months to 21 July 2018.

Salary histogram for Data Analytics in the East of England

Data Analytics
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 Analytics within the East of England region over the 6 months to 21 July 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
Hertfordshire +2 42 £54,750 +16.49% 3
Essex +33 15 £55,000 +57.14% 1
Cambridgeshire -1 12 £56,250 +31.58% 3
Bedfordshire +21 9 £70,000 +29.63% 1
Norfolk - 3 £27,500 -
Suffolk -9 2 £70,000 +30.23% 3
Data Analytics
England

For the 6 months to 21 July 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 of England region with a requirement for Data Analytics.

1 83 (100.00%) Analytics
2 39 (46.99%) SQL
3 29 (34.94%) Agile Software Development
4 27 (32.53%) C#
4 27 (32.53%) Data Science
5 26 (31.33%) Python
6 24 (28.92%) Java
7 20 (24.10%) PhD
7 20 (24.10%) Big Data
8 17 (20.48%) JavaScript
8 17 (20.48%) HTML
8 17 (20.48%) Data Warehouse
9 16 (19.28%) .NET
9 16 (19.28%) CSS
10 15 (18.07%) Data Modelling
10 15 (18.07%) Business Intelligence
11 14 (16.87%) Windows
12 13 (15.66%) Linux
12 13 (15.66%) PostgreSQL
12 13 (15.66%) Front End Development
13 12 (14.46%) Machine Learning
13 12 (14.46%) Mathematics
13 12 (14.46%) Microsoft
14 11 (13.25%) MATLAB
14 11 (13.25%) C++
14 11 (13.25%) Degree
14 11 (13.25%) Data Analysis
14 11 (13.25%) Analytical Skills
14 11 (13.25%) Logical Data Model
14 11 (13.25%) R

Data Analytics
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 5 (6.02%) Apache Spark
2 3 (3.61%) Elasticsearch
3 1 (1.20%) SharePoint
Applications
1 1 (1.20%) Microsoft Excel
1 1 (1.20%) Microsoft Office
1 1 (1.20%) Weka
Cloud Services
1 10 (12.05%) Amazon AWS
2 5 (6.02%) Microsoft Azure
3 4 (4.82%) Azure Active Directory
4 3 (3.61%) Cloud Computing
5 1 (1.20%) Amazon EMR
5 1 (1.20%) Amazon Kinesis
5 1 (1.20%) Amazon S3
Communications & Networking
1 2 (2.41%) SMS
2 1 (1.20%) DHCP
2 1 (1.20%) DNS
2 1 (1.20%) Kerberos
Database & Business Intelligence
1 20 (24.10%) Big Data
2 17 (20.48%) Data Warehouse
3 13 (15.66%) PostgreSQL
4 9 (10.84%) Hadoop
5 8 (9.64%) SQL Server
6 5 (6.02%) Relational Database
7 3 (3.61%) Oracle Database
7 3 (3.61%) Oracle Database 10g
7 3 (3.61%) Oracle Database 11g
7 3 (3.61%) Oracle Database 12c
7 3 (3.61%) Oracle Exadata
7 3 (3.61%) RDBMS
8 2 (2.41%) Spotfire
9 1 (1.20%) HBase
9 1 (1.20%) Oracle BI EE
9 1 (1.20%) QlikView
9 1 (1.20%) SQL Server Analysis Services
9 1 (1.20%) SQL Server Integration Services
9 1 (1.20%) SQL Server Reporting Services
9 1 (1.20%) Sqoop
Development Applications
1 6 (7.23%) Subversion
2 3 (3.61%) Git (software)
2 3 (3.61%) Oracle APEX
2 3 (3.61%) TeamCity
2 3 (3.61%) Visual Studio Team System
3 2 (2.41%) JIRA
3 2 (2.41%) Team Foundation Server
General
1 10 (12.05%) Finance
2 4 (4.82%) Pharmaceutical
3 3 (3.61%) Automotive
3 3 (3.61%) Publishing
3 3 (3.61%) Retail
4 2 (2.41%) Marketing
5 1 (1.20%) Aerospace
Job Titles
1 27 (32.53%) Developer
2 12 (14.46%) Data Scientist
3 11 (13.25%) Architect
4 10 (12.05%) .NET Developer
4 10 (12.05%) C# .NET Developer
4 10 (12.05%) C# Developer
4 10 (12.05%) SQL Developer
5 9 (10.84%) Analyst
6 8 (9.64%) Analytics Manager
6 8 (9.64%) Data Architect
6 8 (9.64%) Senior Data Scientist
6 8 (9.64%) Senior Developer
7 7 (8.43%) Data Analytics Manager
7 7 (8.43%) Data Warehouse Architect
8 6 (7.23%) Java Developer
9 5 (6.02%) Senior .NET Developer
9 5 (6.02%) Senior C# .NET Developer
9 5 (6.02%) Senior C# Developer
9 5 (6.02%) Senior SQL Developer
10 4 (4.82%) Graduate Software Engineer
Libraries, Frameworks & Software Standards
1 17 (20.48%) HTML
2 16 (19.28%) .NET
2 16 (19.28%) CSS
3 10 (12.05%) Lucene
3 10 (12.05%) Middleware
3 10 (12.05%) Natural Language Processing
3 10 (12.05%) REST
4 6 (7.23%) Java EE
4 6 (7.23%) Spring
5 4 (4.82%) Web Services
6 3 (3.61%) .NET Framework
6 3 (3.61%) HTML5
6 3 (3.61%) Node.js
6 3 (3.61%) NumPy
6 3 (3.61%) Oracle GoldenGate
6 3 (3.61%) Spring Boot
6 3 (3.61%) Spring MVC
6 3 (3.61%) Spring Security
6 3 (3.61%) Struts
7 2 (2.41%) scikit-learn
Miscellaneous
1 11 (13.25%) Analytical Skills
2 8 (9.64%) Computer Science
3 6 (7.23%) User Experience
4 4 (4.82%) Algorithms
4 4 (4.82%) PMI
5 1 (1.20%) Cyberattack
5 1 (1.20%) Cybercrime
5 1 (1.20%) Management Information System
5 1 (1.20%) NHS
5 1 (1.20%) PKI
Operating Systems
1 14 (16.87%) Windows
2 13 (15.66%) Linux
3 3 (3.61%) Unix
4 1 (1.20%) Windows 10
4 1 (1.20%) Windows Server
Processes & Methodologies
1 83 (100.00%) Analytics
2 29 (34.94%) Agile Software Development
3 27 (32.53%) Data Science
4 15 (18.07%) Business Intelligence
4 15 (18.07%) Data Modelling
5 13 (15.66%) Front End Development
6 12 (14.46%) Machine Learning
6 12 (14.46%) Mathematics
7 11 (13.25%) Data Analysis
7 11 (13.25%) Logical Data Model
8 10 (12.05%) API Design
8 10 (12.05%) Big Data Analytics
8 10 (12.05%) Collaborative Working
8 10 (12.05%) Computational Linguistics
8 10 (12.05%) Computer Vision
8 10 (12.05%) Deep Learning
8 10 (12.05%) Open Source
8 10 (12.05%) Physical Data Model
8 10 (12.05%) Sentiment Analysis
8 10 (12.05%) Software Engineering
Programming Languages
1 39 (46.99%) SQL
2 27 (32.53%) C#
3 26 (31.33%) Python
4 24 (28.92%) Java
5 17 (20.48%) JavaScript
6 11 (13.25%) C++
6 11 (13.25%) MATLAB
6 11 (13.25%) R
7 10 (12.05%) C
7 10 (12.05%) PL/SQL
8 7 (8.43%) T-SQL
9 3 (3.61%) Java 8
9 3 (3.61%) Korn
9 3 (3.61%) PowerShell
10 1 (1.20%) PHP
Qualifications
1 20 (24.10%) PhD
2 11 (13.25%) Degree
2 11 (13.25%) Security Cleared
3 10 (12.05%) DV Cleared
4 4 (4.82%) PMI Certification
5 2 (2.41%) SC Cleared
6 1 (1.20%) CISM
6 1 (1.20%) CISSP
Quality Assurance & Compliance
1 2 (2.41%) Actionable Recommendations
2 1 (1.20%) ISO/IEC 27001
2 1 (1.20%) SLA
System Software
1 7 (8.43%) Active Directory
2 3 (3.61%) Docker
2 3 (3.61%) Oracle RAC
3 1 (1.20%) Apache Flume
3 1 (1.20%) HDFS
Systems Management
1 3 (3.61%) Data Guard
1 3 (3.61%) Oracle Enterprise Manager
1 3 (3.61%) Oracle RMAN
2 1 (1.20%) Oozie
Vendors
1 12 (14.46%) Microsoft
2 5 (6.02%) TOWER Software
3 4 (4.82%) Oracle
3 4 (4.82%) Tableau
3 4 (4.82%) Talend
4 3 (3.61%) Logi
4 3 (3.61%) Logi Analytics
4 3 (3.61%) Teradata
5 2 (2.41%) Alteryx
6 1 (1.20%) Cloudera
6 1 (1.20%) Cognos
6 1 (1.20%) Hortonworks
6 1 (1.20%) Lumension
6 1 (1.20%) McAfee