The table below looks at the statistics for ETL skills in IT jobs advertised for the East of England region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 23 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
23 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 147 166 213
Rank change year-on-year
+19 +47
Permanent jobs citing ETL 107 109 66
As % of all permanent IT jobs located in the East of England 1.62% 1.42% 0.83%
As % of the Processes & Methodologies category 1.90% 1.67% 1.00%
Number of salaries quoted 100 90 60
Median salary £51,250 £45,625 £45,000
Median salary % change year-on-year
+12.32% +1.38%
90% offered a salary of more than £37,500 £35,000 £28,950
10% offered a salary of more than £70,000 £65,000 £62,750
UK excluding London median salary £45,000 £46,000 £44,000
% change year-on-year
-2.17% +4.54%
ETL
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the East of England region.

Processes & Methodologies Category
East of England
Permanent IT job ads with a match in the
Processes & Methodologies category
5623 6519 6587
As % of all permanent IT jobs located in the East of England 85.24% 84.94% 82.43%
Number of salaries quoted 4732 5385 5436
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £31,500 £30,000 £31,000
10% offered a salary of more than £70,000 £67,500 £65,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in the East of England

The demand trend of job ads across the East of England region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in the East of England

ETL
Salary Trend in the East of England

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

ETL Salary Trend in the East of England

ETL
Salary Histogram in the East of England

This chart provides a salary histogram for IT jobs citing ETL across the East of England region over the 3 months to 23 July 2016.

ETL Salary Histogram in the East of England

ETL
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 ETL within the East of England region over the 3 months to 23 July 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Hertfordshire +1 46 £52,500 +16.66% 1
Cambridgeshire +33 35 £40,000 -11.11% 5
Essex +15 15 £60,000 +26.31%
Bedfordshire +19 6 £42,750 -34.23% 1
Norfolk -3 1 £45,000 +8.43%
ETL
England

ETL
Top 30 Related IT Skills in the East of England

For the 6 months to 23 July 2016, IT jobs citing ETL 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 ETL.

1 125 (66.14%) Business Intelligence
2 121 (64.02%) SQL
3 114 (60.32%) SQL Server
4 104 (55.03%) SQL Server Integration Services
5 103 (54.50%) Data Warehouse
6 85 (44.97%) Finance
7 61 (32.28%) SQL Server Reporting Services
8 55 (29.10%) T-SQL
9 51 (26.98%) Oracle
10 48 (25.40%) BusinessObjects
11 47 (24.87%) Data Modelling
11 47 (24.87%) SQL Server Analysis Services
12 46 (24.34%) Microsoft
13 44 (23.28%) SQL Server 2008
14 43 (22.75%) Crystal Reports
15 36 (19.05%) Analytical Skills
16 35 (18.52%) Degree
17 33 (17.46%) Analytics
18 32 (16.93%) Performance Tuning
19 31 (16.40%) SAP
19 31 (16.40%) Relational Database
19 31 (16.40%) SQL Server 2012
20 28 (14.81%) Java
21 27 (14.29%) .NET
21 27 (14.29%) ETL Development
22 26 (13.76%) Web Services
22 26 (13.76%) Agile Software Development
23 25 (13.23%) Data Analysis
23 25 (13.23%) Data Quality
24 24 (12.70%) Data Governance

ETL
Top Related 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 10 (5.29%) SharePoint
2 8 (4.23%) BizTalk Server
2 8 (4.23%) WebLogic
3 3 (1.59%) IIS
3 3 (1.59%) SharePoint Server
4 2 (1.06%) SAS
5 1 (0.53%) Drupal
5 1 (0.53%) Tomcat
Applications
1 24 (12.70%) MS Excel
2 11 (5.82%) MS Office
3 3 (1.59%) DOC1
4 2 (1.06%) SPSS
5 1 (0.53%) MS PowerPoint
5 1 (0.53%) MS Visio
Business Applications
1 8 (4.23%) SAP BPC
2 6 (3.17%) SAP FI
3 4 (2.12%) Oracle Procure-to-Pay
4 3 (1.59%) Exstream
5 2 (1.06%) Dynamics AX
5 2 (1.06%) Dynamics CRM
5 2 (1.06%) JDE OneWorld
6 1 (0.53%) Cognos TM1
6 1 (0.53%) Dynamics NAV
6 1 (0.53%) Oracle Applications
6 1 (0.53%) SAP CRM
6 1 (0.53%) SAP ERP
6 1 (0.53%) SAP MDM
6 1 (0.53%) SAP MM
6 1 (0.53%) SAP SRM
Cloud Services
1 3 (1.59%) Microsoft Azure
2 2 (1.06%) Cloud Computing
2 2 (1.06%) Mimecast
2 2 (1.06%) Office 365
2 2 (1.06%) SaaS
3 1 (0.53%) Amazon AWS
Communications & Networking
1 2 (1.06%) PPP
2 1 (0.53%) DNS
2 1 (0.53%) FTP
Database & Business Intelligence
1 114 (60.32%) SQL Server
2 104 (55.03%) SQL Server Integration Services
3 103 (54.50%) Data Warehouse
4 61 (32.28%) SQL Server Reporting Services
5 48 (25.40%) BusinessObjects
6 47 (24.87%) SQL Server Analysis Services
7 44 (23.28%) SQL Server 2008
8 43 (22.75%) Crystal Reports
9 31 (16.40%) Relational Database
9 31 (16.40%) SQL Server 2012
10 21 (11.11%) Data Mining
11 20 (10.58%) BusinessObjects XI
12 19 (10.05%) Power BI
13 16 (8.47%) BusinessObjects Web Intelligence
14 15 (7.94%) OLAP
14 15 (7.94%) SAP BW
15 13 (6.88%) RDBMS
16 12 (6.35%) Oracle Reports
17 11 (5.82%) Microsoft Analysis Services
17 11 (5.82%) SAP Data Services
Development Applications
1 11 (5.82%) ERwin
2 10 (5.29%) Team Foundation Server
3 8 (4.23%) Talend Open Studio
4 4 (2.12%) Toad
5 2 (1.06%) Subversion
6 1 (0.53%) Oracle APEX
6 1 (0.53%) SQL Server Management Studio (SSMS)
General
1 85 (44.97%) Finance
2 23 (12.17%) Retail
3 12 (6.35%) Pharmaceutical
4 6 (3.17%) Banking
5 2 (1.06%) Manufacturing
5 2 (1.06%) Marketing
5 2 (1.06%) Telecoms
6 1 (0.53%) Automotive
6 1 (0.53%) Legal
Job Titles
1 89 (47.09%) Developer
2 39 (20.63%) Business Intelligence Developer
3 32 (16.93%) Architect
4 30 (15.87%) Analyst
4 30 (15.87%) Data Architect
5 28 (14.81%) SQL Developer
6 21 (11.11%) SSIS Developer
7 17 (8.99%) ETL Developer
8 15 (7.94%) Consultant
9 11 (5.82%) Business Intelligence Analyst
9 11 (5.82%) SQL BI Developer
9 11 (5.82%) SSRS Developer
10 10 (5.29%) Data Warehouse Architect
11 9 (4.76%) Analyst Developer
11 9 (4.76%) Oracle Developer
11 9 (4.76%) T-SQL Developer
12 8 (4.23%) BizTalk Developer
12 8 (4.23%) Microsoft Developer
12 8 (4.23%) Systems Analyst
13 7 (3.70%) Junior
Libraries, Frameworks & Software Standards
1 27 (14.29%) .NET
2 26 (13.76%) Web Services
3 24 (12.70%) XML
4 18 (9.52%) MDX
5 9 (4.76%) WCF
6 8 (4.23%) XML Schema
7 7 (3.70%) REST
7 7 (3.70%) SOAP
8 4 (2.12%) ASP.NET
8 4 (2.12%) J2EE
9 3 (1.59%) CSS
9 3 (1.59%) HTML
9 3 (1.59%) jQuery
10 2 (1.06%) .NET Framework
10 2 (1.06%) Ajax
10 2 (1.06%) Apache Flex
11 1 (0.53%) FIX Protocol
11 1 (0.53%) LINQ
11 1 (0.53%) Spring MVC
11 1 (0.53%) WPF
Miscellaneous
1 36 (19.05%) Analytical Skills
2 23 (12.17%) Computer Science
3 21 (11.11%) Management Information System
4 18 (9.52%) Data Integration
5 12 (6.35%) Virtual Team
6 11 (5.82%) Data Extraction
7 8 (4.23%) Data Conversion
8 6 (3.17%) Data Structures
9 4 (2.12%) iPad
9 4 (2.12%) Mathematics
10 3 (1.59%) Visualisation
11 2 (1.06%) Driving Licence
11 2 (1.06%) Replication
12 1 (0.53%) Clustering
12 1 (0.53%) Fintech
12 1 (0.53%) N-Tier
12 1 (0.53%) Physics
12 1 (0.53%) Taxonomies
Operating Systems
1 14 (7.41%) Windows
2 11 (5.82%) Unix
3 1 (0.53%) Fedora
3 1 (0.53%) HPUX
3 1 (0.53%) Linux
3 1 (0.53%) Windows Server
Processes & Methodologies
1 125 (66.14%) Business Intelligence
2 47 (24.87%) Data Modelling
3 33 (17.46%) Analytics
4 32 (16.93%) Performance Tuning
5 27 (14.29%) ETL Development
6 26 (13.76%) Agile Software Development
7 25 (13.23%) Data Analysis
8 24 (12.70%) Data Governance
9 21 (11.11%) Data Cleansing
9 21 (11.11%) Data Management
10 20 (10.58%) ERP
11 18 (9.52%) Business Analysis
11 18 (9.52%) Database Tuning
11 18 (9.52%) Project Management
11 18 (9.52%) SDLC
12 17 (8.99%) SOA
13 16 (8.47%) Enterprise Architecture
14 15 (7.94%) Data Mapping
15 14 (7.41%) Information Architecture
16 13 (6.88%) Information Management
Programming Languages
1 121 (64.02%) SQL
2 55 (29.10%) T-SQL
3 28 (14.81%) Java
4 20 (10.58%) VBA
5 19 (10.05%) C#
6 14 (7.41%) PL/SQL
7 11 (5.82%) VB
7 11 (5.82%) VBScript
8 8 (4.23%) PowerShell
9 6 (3.17%) C++
10 4 (2.12%) ABAP
10 4 (2.12%) Shell Script
11 3 (1.59%) JavaScript
12 2 (1.06%) VB.NET
13 1 (0.53%) ANSI SQL
13 1 (0.53%) Python
13 1 (0.53%) R
13 1 (0.53%) X++
Qualifications
1 35 (18.52%) Degree
2 6 (3.17%) SC Cleared
2 6 (3.17%) Security Cleared
3 2 (1.06%) ITIL Foundation Certificate
3 2 (1.06%) Oracle Certification
4 1 (0.53%) SAP Certification
Quality Assurance & Compliance
1 25 (13.23%) Data Quality
2 9 (4.76%) SLA
3 7 (3.70%) PCI DSS
4 4 (2.12%) QA
5 1 (0.53%) ISO/IEC 27001
5 1 (0.53%) SNOMED CT
System Software
1 1 (0.53%) Active Directory
1 1 (0.53%) Oracle RAC
1 1 (0.53%) VMware Infrastructure
Systems Management
1 3 (1.59%) Dollar Universe
2 2 (1.06%) SCCM
3 1 (0.53%) Data Guard
3 1 (0.53%) Oozie
3 1 (0.53%) ZABBIX
Vendors
1 51 (26.98%) Oracle
2 46 (24.34%) Microsoft
3 31 (16.40%) SAP
4 18 (9.52%) Cognos
5 17 (8.99%) Tableau
6 14 (7.41%) Informatica
7 9 (4.76%) IBM
8 8 (4.23%) Talend
9 5 (2.65%) HP
10 4 (2.12%) JD Edwards
10 4 (2.12%) JDA
10 4 (2.12%) WSO2
11 3 (1.59%) Netezza
11 3 (1.59%) Teradata
12 1 (0.53%) BMC
12 1 (0.53%) Brocade
12 1 (0.53%) Citrix
12 1 (0.53%) Cognizant
12 1 (0.53%) MicroStrategy
12 1 (0.53%) Red Hat
Cambridge, Cambridgeshire
Oho Group Ltd.
Salary: £400 - £450 per day
Posted: 5 days ago
Hertfordshire
Venturi
Salary: £40000 - £50000.00 per annum + FULL BENS
Posted: 5 days ago
Cambridgeshire
Montash
Salary: £55000 per annum + Flexible Benefits
Posted: 4 days ago
Peterborough
Deerfoot IT Resources Ltd
Salary: £40000 per annum + benefits
Posted: 19 days ago
Cambridge
Montash Associates
Salary: £55000 - £60000 per annum + Benefits
Posted: 10 days ago
Luton
Deerfoot IT Resources Ltd
Salary: £40000 - £45000 per annum + 10% bonus + excellent benefits
Posted: 22 days ago