Period
to 16 October 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 16 October 2018 with a comparison to the same period in the previous 2 years.

Data Analytics
England > East of England
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 268 282 213
Rank change year-on-year +14 -69 +115
Permanent jobs citing Data Analytics 72 74 155
As % of all permanent IT jobs advertised in the East of England 0.68% 0.63% 1.18%
As % of the Processes & Methodologies category 0.76% 0.70% 1.31%
Number of salaries quoted 54 74 116
East of England median annual salary £36,500 £47,000 £55,000
Median salary % change year-on-year -22.34% -14.55% +15.79%
10th Percentile £25,000 £29,544 £38,125
90th Percentile £64,875 £59,325 £77,500
England median annual salary £60,000 £55,000 £57,500
% change year-on-year +9.09% -4.35% -

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 9,525 10,543 11,842
As % of all permanent IT jobs advertised in the East of England 89.47% 89.95% 89.94%
Number of salaries quoted 7,115 8,593 9,803
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £27,000 £27,000 £26,250
90th Percentile £72,500 £68,750 £68,750
England median annual salary £52,000 £50,000 £50,000
% change year-on-year +4.00% - +5.26%

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 16 October 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 16 October 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 +37 40 £25,000 -46.81% 3
Suffolk +9 9 £36,500 -30.48% 2
Cambridgeshire +2 8 £45,000 - 3
Bedfordshire +6 7 £37,500 -30.56% 2
Essex +16 6 £55,000 +56.94%
Norfolk +4 2 £27,500 -31.25% 1
Data Analytics
England

For the 6 months to 16 October 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 72 (100.00%) Analytics
2 43 (59.72%) SQL
3 38 (52.78%) Agile Software Development
4 29 (40.28%) Java
5 28 (38.89%) C#
6 23 (31.94%) T-SQL
7 22 (30.56%) PhD
7 22 (30.56%) Software Engineering
7 22 (30.56%) Mathematics
8 21 (29.17%) Data Analysis
8 21 (29.17%) PL/SQL
8 21 (29.17%) Amazon AWS
9 18 (25.00%) Data Warehouse
9 18 (25.00%) Computer Science
10 17 (23.61%) Physics
11 16 (22.22%) Big Data
11 16 (22.22%) Scaled Agile Framework
12 15 (20.83%) Talend
12 15 (20.83%) Data Migration
12 15 (20.83%) Web Services
12 15 (20.83%) Data Modelling
12 15 (20.83%) Migration
13 13 (18.06%) Business Intelligence
13 13 (18.06%) Data Science
14 12 (16.67%) .NET
14 12 (16.67%) Coaching
15 11 (15.28%) NoSQL
15 11 (15.28%) Microsoft
16 10 (13.89%) Python
17 9 (12.50%) JavaScript

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 8 (11.11%) Confluence
2 4 (5.56%) Apache Spark
2 4 (5.56%) Elasticsearch
3 2 (2.78%) Apache
4 1 (1.39%) SharePoint
Applications
1 6 (8.33%) Microsoft Excel
2 5 (6.94%) Microsoft Office
2 5 (6.94%) Microsoft PowerPoint
Business Applications
1 1 (1.39%) Dynamics AX
Cloud Services
1 21 (29.17%) Amazon AWS
2 8 (11.11%) Azure Data Factory
2 8 (11.11%) Microsoft Azure
3 2 (2.78%) Data Lake Analytics
3 2 (2.78%) Google Cloud Platform
Communications & Networking
1 2 (2.78%) SMS
2 1 (1.39%) 4G
2 1 (1.39%) 5G
2 1 (1.39%) 802.11
2 1 (1.39%) LTE
2 1 (1.39%) Wi-Fi
2 1 (1.39%) Wireless
Database & Business Intelligence
1 18 (25.00%) Data Warehouse
2 16 (22.22%) Big Data
3 11 (15.28%) NoSQL
4 9 (12.50%) Data Lake
4 9 (12.50%) SQL Server
5 8 (11.11%) Azure SQL Data Warehouse
5 8 (11.11%) Azure SQL Database
5 8 (11.11%) Crystal Reports
5 8 (11.11%) Microsoft Analysis Services
5 8 (11.11%) MySQL
5 8 (11.11%) Power BI
5 8 (11.11%) Snowflake Schema
5 8 (11.11%) SQL Server Analysis Services
5 8 (11.11%) SQL Server Reporting Services
6 6 (8.33%) Hadoop
7 3 (4.17%) MongoDB
7 3 (4.17%) Oracle Database 10g
7 3 (4.17%) Oracle Database 11g
7 3 (4.17%) Oracle Database 12c
7 3 (4.17%) Oracle Exadata
Development Applications
1 8 (11.11%) JIRA
2 3 (4.17%) Oracle APEX
2 3 (4.17%) Subversion
General
1 8 (11.11%) Retail
2 5 (6.94%) Finance
3 4 (5.56%) Pharmaceutical
4 3 (4.17%) Automotive
4 3 (4.17%) Publishing
5 1 (1.39%) Games
5 1 (1.39%) Marketing
Job Titles
1 35 (48.61%) Developer
2 16 (22.22%) Graduate
2 16 (22.22%) Graduate Developer
3 15 (20.83%) Developer/Software Engineer
3 15 (20.83%) Graduate Software Engineer
3 15 (20.83%) Software Engineer
4 8 (11.11%) Analytics Manager
4 8 (11.11%) Business Intelligence Developer
4 8 (11.11%) Data Analytics Manager
5 7 (9.72%) Java Developer
5 7 (9.72%) SQL Developer
6 6 (8.33%) Analyst
6 6 (8.33%) Java Engineer
7 5 (6.94%) Azure Developer
7 5 (6.94%) Microsoft BI Developer
7 5 (6.94%) Microsoft Developer
7 5 (6.94%) Product Manager
7 5 (6.94%) SQL BI Developer
7 5 (6.94%) SQL Server BI Developer
7 5 (6.94%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 15 (20.83%) Web Services
2 12 (16.67%) .NET
3 7 (9.72%) HTML
3 7 (9.72%) Java EE
3 7 (9.72%) Spring
4 6 (8.33%) CSS
5 4 (5.56%) Spring Boot
5 4 (5.56%) Spring MVC
5 4 (5.56%) Spring Security
6 3 (4.17%) Node.js
6 3 (4.17%) Oracle GoldenGate
6 3 (4.17%) Struts
7 2 (2.78%) Keras
7 2 (2.78%) Lucene
7 2 (2.78%) Middleware
7 2 (2.78%) Natural Language Processing
7 2 (2.78%) Pandas
7 2 (2.78%) REST
7 2 (2.78%) scikit-learn
7 2 (2.78%) XML
Miscellaneous
1 18 (25.00%) Computer Science
2 6 (8.33%) Analytical Skills
3 4 (5.56%) Algorithms
3 4 (5.56%) PMI
4 2 (2.78%) Greenfield Project
4 2 (2.78%) User Experience
5 1 (1.39%) 3D Printing
5 1 (1.39%) Management Information System
5 1 (1.39%) Robotics
Operating Systems
1 6 (8.33%) Linux
2 3 (4.17%) Unix
3 2 (2.78%) Windows
4 1 (1.39%) Windows Server
Processes & Methodologies
1 72 (100.00%) Analytics
2 38 (52.78%) Agile Software Development
3 22 (30.56%) Mathematics
3 22 (30.56%) Software Engineering
4 21 (29.17%) Data Analysis
5 17 (23.61%) Physics
6 16 (22.22%) Scaled Agile Framework
7 15 (20.83%) Data Migration
7 15 (20.83%) Data Modelling
7 15 (20.83%) Migration
8 13 (18.06%) Business Intelligence
8 13 (18.06%) Data Science
9 12 (16.67%) Coaching
10 9 (12.50%) Decision-Making
10 9 (12.50%) User Stories
11 8 (11.11%) ETL
11 8 (11.11%) Mentoring
12 7 (9.72%) Project Management
13 6 (8.33%) Big Data Analytics
13 6 (8.33%) TDD
Programming Languages
1 43 (59.72%) SQL
2 29 (40.28%) Java
3 28 (38.89%) C#
4 23 (31.94%) T-SQL
5 21 (29.17%) PL/SQL
6 10 (13.89%) Python
7 9 (12.50%) JavaScript
8 8 (11.11%) PowerShell
9 4 (5.56%) Java 8
10 3 (4.17%) Korn
10 3 (4.17%) PHP
11 2 (2.78%) C++
12 1 (1.39%) C
12 1 (1.39%) F#
12 1 (1.39%) MATLAB
12 1 (1.39%) R
Qualifications
1 22 (30.56%) PhD
2 6 (8.33%) Degree
3 4 (5.56%) PMI Certification
4 2 (2.78%) Security Cleared
5 1 (1.39%) DV Cleared
5 1 (1.39%) SC Cleared
Quality Assurance & Compliance
1 1 (1.39%) ISO/IEC 27001
System Software
1 5 (6.94%) Docker
2 3 (4.17%) Oracle RAC
Systems Management
1 3 (4.17%) Data Guard
1 3 (4.17%) Oracle Enterprise Manager
1 3 (4.17%) Oracle RMAN
2 1 (1.39%) Ansible
Vendors
1 15 (20.83%) Talend
2 11 (15.28%) Microsoft
3 8 (11.11%) Tableau
4 5 (6.94%) MicroStrategy
5 3 (4.17%) Oracle
6 2 (2.78%) Google
7 1 (1.39%) Cadence
7 1 (1.39%) SAP
7 1 (1.39%) Teradata