Period
to 22 July 2017

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Data Transformation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Transformation over the 6 months to 22 July 2017 with a comparison to the same period in the previous 2 years.

Data Transformation
England > East of England
6 months to
22 Jul 2017
Same period 2016 Same period 2015
Rank 331 363 394
Rank change year-on-year +32 +31 -4
Permanent jobs citing Data Transformation 28 20 18
As % of all permanent IT jobs advertised in the East of England 0.22% 0.14% 0.11%
As % of the Processes & Methodologies category 0.26% 0.16% 0.13%
Number of salaries quoted 18 11 14
East of England median annual salary £50,000 £25,000 £43,750
Median salary % change year-on-year +100.00% -42.86% -6.42%
10th Percentile £45,000 £23,000 £28,380
90th Percentile £68,250 £60,000 £57,375
England median annual salary £55,000 £45,000 £50,000
% change year-on-year +22.22% -10.00% -

Data Transformation is in the process and methodology skills category. The next 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 and methodology skills.

Process & Methodology Skills
East of England
Permanent job vacancies with a requirement for process and methodology skills 10954 12409 13719
As % of all permanent IT job vacancies advertised in the East of England 88.00% 87.86% 85.59%
Number of salaries quoted 8727 10142 11143
East of England median annual salary £45,000 £45,000 £44,485
Median salary % change year-on-year - +1.16% +4.67%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £68,750 £68,750 £65,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Transformation
Job Vacancy Trend in the East of England

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

Job vacancy trend for Data Transformation in the East of England

Data Transformation
Salary Trend in the East of England

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

Salary trend for Data Transformation in the East of England

Data Transformation
Salary Histogram in the East of England

The salary distribution of IT jobs citing Data Transformation in the East of England over the 6 months to 22 July 2017.

Salary histogram for Data Transformation in the East of England

Data Transformation
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 Transformation within the East of England region over the 6 months to 22 July 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
Essex +9 11 £57,500 +139.58%
Bedfordshire - 10 £49,000 -
Cambridgeshire -10 5 £50,000 +61.29% 3
Suffolk - 2 £40,000 -
Data Transformation
England

For the 6 months to 22 July 2017, IT jobs citing Data Transformation 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 Transformation.

1 18 (64.29%) Business Intelligence
1 18 (64.29%) Finance
1 18 (64.29%) Agile Software Development
2 14 (50.00%) ETL
3 12 (42.86%) SQL Server Integration Services
4 11 (39.29%) Microsoft
5 10 (35.71%) Data Modelling
5 10 (35.71%) SQL
5 10 (35.71%) SQL Server
5 10 (35.71%) Data Warehouse
6 9 (32.14%) Microsoft Excel
6 9 (32.14%) SQL Server Analysis Services
6 9 (32.14%) Analytical Skills
7 8 (28.57%) SQL Server 2008
7 8 (28.57%) Data Integration
7 8 (28.57%) Marketing
7 8 (28.57%) MDX
7 8 (28.57%) QlikView
7 8 (28.57%) Continuous Improvement
7 8 (28.57%) Performance Tuning
7 8 (28.57%) Logical Data Model
7 8 (28.57%) Physical Data Model
7 8 (28.57%) Enterprise Data Warehouse
7 8 (28.57%) OLAP
7 8 (28.57%) C#
7 8 (28.57%) T-SQL
7 8 (28.57%) VBScript
7 8 (28.57%) VB.NET
7 8 (28.57%) .NET
7 8 (28.57%) MS Visio

Data Transformation
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 (21.43%) Apache Spark
2 5 (17.86%) Apache Solr
2 5 (17.86%) Elasticsearch
3 1 (3.57%) Oracle SOA Suite
Applications
1 9 (32.14%) Microsoft Excel
2 8 (28.57%) MS Visio
Cloud Services
1 1 (3.57%) Microsoft Azure
Database & Business Intelligence
1 12 (42.86%) SQL Server Integration Services
2 10 (35.71%) Data Warehouse
2 10 (35.71%) SQL Server
3 9 (32.14%) SQL Server Analysis Services
4 8 (28.57%) Enterprise Data Warehouse
4 8 (28.57%) OLAP
4 8 (28.57%) OLTP
4 8 (28.57%) QlikView
4 8 (28.57%) SQL Server 2008
4 8 (28.57%) SQL Server Reporting Services
5 5 (17.86%) Text Mining
6 3 (10.71%) Neo4j
7 2 (7.14%) Big Data
8 1 (3.57%) Azure SQL Database
8 1 (3.57%) BusinessObjects
8 1 (3.57%) FileMaker
8 1 (3.57%) Hadoop
8 1 (3.57%) Oracle OLAP
8 1 (3.57%) Star Schema
General
1 18 (64.29%) Finance
2 8 (28.57%) Marketing
3 5 (17.86%) Pharmaceutical
4 2 (7.14%) Retail
Job Titles
1 13 (46.43%) Developer
2 8 (28.57%) ETL Developer
3 7 (25.00%) Project Manager
4 6 (21.43%) Digital Project Manager
4 6 (21.43%) IT Manager
4 6 (21.43%) IT Project Manager
5 5 (17.86%) Java Developer
6 4 (14.29%) Senior Developer
6 4 (14.29%) Senior Java Developer
7 3 (10.71%) Analyst
7 3 (10.71%) Elasticsearch Developer
7 3 (10.71%) Lucene Developer
8 2 (7.14%) Architect
8 2 (7.14%) Digital Marketing Manager
8 2 (7.14%) ETL Architect
8 2 (7.14%) Marketing Manager
8 2 (7.14%) Marketing Project Manager
8 2 (7.14%) Senior Analyst
8 2 (7.14%) Test Manager
9 1 (3.57%) Senior Business Systems Analyst
Libraries, Frameworks & Software Standards
1 8 (28.57%) .NET
1 8 (28.57%) MDX
2 5 (17.86%) AngularJS
2 5 (17.86%) Lucene
2 5 (17.86%) RESTful
2 5 (17.86%) Web Services
3 3 (10.71%) Spring
Miscellaneous
1 9 (32.14%) Analytical Skills
2 5 (17.86%) Life Science
3 1 (3.57%) Management Information System
Operating Systems
1 5 (17.86%) Linux
Processes & Methodologies
1 18 (64.29%) Agile Software Development
1 18 (64.29%) Business Intelligence
2 14 (50.00%) ETL
3 10 (35.71%) Data Modelling
4 8 (28.57%) Continuous Improvement
4 8 (28.57%) Data Integration
4 8 (28.57%) Logical Data Model
4 8 (28.57%) Performance Tuning
4 8 (28.57%) Physical Data Model
5 7 (25.00%) CRM
5 7 (25.00%) Data Analysis
5 7 (25.00%) ITIL
5 7 (25.00%) Project Management
5 7 (25.00%) Ticket Management
6 6 (21.43%) Data Management
6 6 (21.43%) PRINCE2
6 6 (21.43%) Scrum
6 6 (21.43%) Waterfall
7 5 (17.86%) Machine Learning
7 5 (17.86%) Memory Management
Programming Languages
1 10 (35.71%) SQL
2 8 (28.57%) C#
2 8 (28.57%) T-SQL
2 8 (28.57%) VB.NET
2 8 (28.57%) VBScript
3 5 (17.86%) Java
3 5 (17.86%) JavaScript
Qualifications
1 7 (25.00%) Degree
1 7 (25.00%) Microsoft Certification
2 2 (7.14%) ISEB
Quality Assurance & Compliance
1 7 (25.00%) Data Quality
2 1 (3.57%) GDPR
2 1 (3.57%) QA
System Software
1 5 (17.86%) Docker
Vendors
1 11 (39.29%) Microsoft
2 2 (7.14%) Oracle
3 1 (3.57%) Salesforce.com
3 1 (3.57%) SAP
Huntingdon, Cambridgeshire
Pearson Frank
Posted: Yesterday
Cambridge, Cambridgeshire
Pearson Frank
Posted: Yesterday
Cambridge, Cambridgeshire
Agentis Solution
Posted: 5 days ago