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 28 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 144 135 175
Rank change year-on-year
-9 +40
Permanent jobs citing ETL 100 131 94
As % of all permanent IT jobs located in the East of England 1.61% 1.79% 1.24%
As % of the Processes & Methodologies category 1.86% 2.10% 1.50%
Number of salaries quoted 80 109 74
Median salary £48,250 £46,000 £48,750
Median salary % change year-on-year
+4.89% -5.64%
90% offered a salary of more than £35,250 £35,000 £37,950
10% offered a salary of more than £64,750 £56,000 £81,750
UK excluding London median salary £45,000 £45,000 £45,000
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
5378 6225 6281
As % of all permanent IT jobs located in the East of England 86.52% 84.99% 83.11%
Number of salaries quoted 4444 5249 5014
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £72,000 £67,500 £67,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 28 September 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 28 September 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 -13 41 £52,500 +10.52% 11
Cambridgeshire +22 23 £40,000 -11.11% 2
Essex +4 17 £45,000 +15.38% 1
Bedfordshire +8 10 £49,000 -10.90% 2
Norfolk -5 8 £45,000 -3.22%
Suffolk -6 1 £45,000 +12.50%
ETL
England

ETL
Top 30 Related IT Skills in the East of England

For the 6 months to 28 September 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.

1 141 (73.06%) Business Intelligence
2 131 (67.88%) SQL
3 122 (63.21%) SQL Server
4 113 (58.55%) SQL Server Integration Services
5 98 (50.78%) Data Warehouse
6 77 (39.90%) Finance
7 64 (33.16%) SQL Server Reporting Services
8 63 (32.64%) T-SQL
9 59 (30.57%) Oracle
10 58 (30.05%) Data Modelling
10 58 (30.05%) Analytical Skills
11 55 (28.50%) BusinessObjects
12 52 (26.94%) SQL Server 2008
13 47 (24.35%) SQL Server Analysis Services
14 46 (23.83%) Degree
15 45 (23.32%) SAP
16 43 (22.28%) Microsoft
17 42 (21.76%) .NET
18 40 (20.73%) Performance Tuning
19 38 (19.69%) Crystal Reports
20 36 (18.65%) Java
21 35 (18.13%) Data Management
21 35 (18.13%) ETL Development
21 35 (18.13%) Power BI
22 31 (16.06%) Analytics
22 31 (16.06%) Web Services
23 30 (15.54%) Cognos
23 30 (15.54%) Management Information System
23 30 (15.54%) SQL Server 2012
23 30 (15.54%) Relational Database

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 12 (6.22%) SAS
2 10 (5.18%) SharePoint
3 8 (4.15%) WebLogic
4 2 (1.04%) Adobe Experience Manager
4 2 (1.04%) Apache
4 2 (1.04%) CMS
4 2 (1.04%) MQSeries
4 2 (1.04%) SharePoint Server
4 2 (1.04%) Tomcat
4 2 (1.04%) WebSphere
5 1 (0.52%) Drupal
5 1 (0.52%) IIS
5 1 (0.52%) SharePoint 2010
Applications
1 22 (11.40%) MS Excel
2 12 (6.22%) SPSS
3 7 (3.63%) MS Office
4 2 (1.04%) DOC1
5 1 (0.52%) MS PowerPoint
5 1 (0.52%) MS Visio
Business Applications
1 18 (9.33%) SAP BPC
2 2 (1.04%) Dynamics CRM
2 2 (1.04%) Exstream
2 2 (1.04%) Magento
3 1 (0.52%) Dynamics AX
3 1 (0.52%) Dynamics NAV
3 1 (0.52%) JDE OneWorld
3 1 (0.52%) Maximo
3 1 (0.52%) Oracle Applications
3 1 (0.52%) Oracle Procure-to-Pay
3 1 (0.52%) SAP CRM
3 1 (0.52%) SAP ERP
3 1 (0.52%) SAP MDM
3 1 (0.52%) SAP MM
3 1 (0.52%) SAP SRM
Cloud Services
1 5 (2.59%) Microsoft Azure
2 4 (2.07%) Amazon AWS
3 3 (1.55%) SaaS
4 2 (1.04%) Cloud Computing
4 2 (1.04%) Mimecast
4 2 (1.04%) Office 365
5 1 (0.52%) IaaS
5 1 (0.52%) PaaS
Communications & Networking
1 11 (5.70%) DNS
2 10 (5.18%) Firewall
3 3 (1.55%) PPP
4 2 (1.04%) FTP
4 2 (1.04%) Internet
Database & Business Intelligence
1 122 (63.21%) SQL Server
2 113 (58.55%) SQL Server Integration Services
3 98 (50.78%) Data Warehouse
4 64 (33.16%) SQL Server Reporting Services
5 55 (28.50%) BusinessObjects
6 52 (26.94%) SQL Server 2008
7 47 (24.35%) SQL Server Analysis Services
8 38 (19.69%) Crystal Reports
9 35 (18.13%) Power BI
10 30 (15.54%) Relational Database
10 30 (15.54%) SQL Server 2012
11 25 (12.95%) Big Data
12 24 (12.44%) Hadoop
13 22 (11.40%) SAP BW
14 21 (10.88%) QlikView
15 20 (10.36%) SAP Data Services
16 19 (9.84%) BusinessObjects XI
17 17 (8.81%) BusinessObjects Web Intelligence
17 17 (8.81%) MS Access
18 13 (6.74%) Data Mining
Development Applications
1 19 (9.84%) Team Foundation Server
2 18 (9.33%) Talend Open Studio
3 5 (2.59%) ERwin
4 2 (1.04%) Eclipse
4 2 (1.04%) Git (software)
4 2 (1.04%) JUnit
4 2 (1.04%) Log4j
4 2 (1.04%) Maven
4 2 (1.04%) Mockito
4 2 (1.04%) SQL Server Management Studio (SSMS)
4 2 (1.04%) Subversion
5 1 (0.52%) Oracle APEX
5 1 (0.52%) Visual Studio
General
1 77 (39.90%) Finance
2 17 (8.81%) Retail
3 6 (3.11%) Advertising
3 6 (3.11%) Billing
4 5 (2.59%) Pharmaceutical
5 3 (1.55%) Marketing
6 2 (1.04%) Automotive
6 2 (1.04%) Banking
7 1 (0.52%) Manufacturing
Job Titles
1 87 (45.08%) Developer
2 42 (21.76%) Business Intelligence Developer
3 38 (19.69%) Analyst
4 25 (12.95%) Architect
5 22 (11.40%) Business Intelligence Analyst
5 22 (11.40%) SSIS Developer
6 20 (10.36%) Data Architect
7 19 (9.84%) SQL Developer
8 18 (9.33%) Microsoft Developer
9 17 (8.81%) Microsoft BI Developer
10 16 (8.29%) ETL Developer
11 13 (6.74%) Data Analyst
11 13 (6.74%) Oracle Developer
12 11 (5.70%) Data Manager
13 10 (5.18%) Analyst Developer
13 10 (5.18%) Consultant
13 10 (5.18%) Data Warehouse Architect
14 9 (4.66%) Data Analytics Manager
14 9 (4.66%) Senior Technical Manager
14 9 (4.66%) Technical Manager
Libraries, Frameworks & Software Standards
1 42 (21.76%) .NET
2 31 (16.06%) Web Services
3 27 (13.99%) MDX
4 26 (13.47%) REST
5 20 (10.36%) SOAP
6 18 (9.33%) XML
7 6 (3.11%) J2EE
8 3 (1.55%) EJB
8 3 (1.55%) JDBC
8 3 (1.55%) Spring
9 2 (1.04%) ActiveMQ
9 2 (1.04%) Apache Camel
9 2 (1.04%) Apache Flex
9 2 (1.04%) JMS
9 2 (1.04%) JSON
9 2 (1.04%) JSP
9 2 (1.04%) Spring Boot
9 2 (1.04%) Spring Security
9 2 (1.04%) XSD
9 2 (1.04%) XSLT
Miscellaneous
1 58 (30.05%) Analytical Skills
2 30 (15.54%) Management Information System
3 24 (12.44%) Computer Science
4 15 (7.77%) Visualisation
5 12 (6.22%) Data Integration
6 8 (4.15%) Data Extraction
6 8 (4.15%) Virtual Team
7 5 (2.59%) Data Conversion
7 5 (2.59%) Data Structures
8 3 (1.55%) Replication
9 2 (1.04%) Driving Licence
9 2 (1.04%) Mathematics
9 2 (1.04%) Physics
10 1 (0.52%) Clustering
10 1 (0.52%) Fintech
10 1 (0.52%) N-Tier
10 1 (0.52%) Taxonomies
Operating Systems
1 13 (6.74%) Unix
2 11 (5.70%) Windows
3 4 (2.07%) Linux
4 2 (1.04%) HPUX
4 2 (1.04%) Solaris
Processes & Methodologies
1 141 (73.06%) Business Intelligence
2 58 (30.05%) Data Modelling
3 40 (20.73%) Performance Tuning
4 35 (18.13%) Data Management
4 35 (18.13%) ETL Development
5 31 (16.06%) Analytics
6 27 (13.99%) Database Tuning
7 26 (13.47%) Data Governance
7 26 (13.47%) Project Management
8 25 (12.95%) Agile Software Development
9 22 (11.40%) Data Analysis
9 22 (11.40%) Time Management
10 18 (9.33%) Unit Testing
11 17 (8.81%) Enterprise Architecture
11 17 (8.81%) SDLC
12 16 (8.29%) Data Cleansing
12 16 (8.29%) Stakeholder Management
13 15 (7.77%) Data Visualisation
13 15 (7.77%) ERP
13 15 (7.77%) SOA
Programming Languages
1 131 (67.88%) SQL
2 63 (32.64%) T-SQL
3 36 (18.65%) Java
4 23 (11.92%) C#
4 23 (11.92%) VBA
5 18 (9.33%) PowerShell
6 15 (7.77%) PL/SQL
7 13 (6.74%) Python
8 9 (4.66%) VB.NET
9 6 (3.11%) C++
10 5 (2.59%) VB
10 5 (2.59%) VBScript
11 4 (2.07%) JavaScript
12 2 (1.04%) R
13 1 (0.52%) ABAP
13 1 (0.52%) Shell Script
Qualifications
1 46 (23.83%) Degree
2 6 (3.11%) SC Cleared
2 6 (3.11%) Security Cleared
3 3 (1.55%) Oracle Certification
4 2 (1.04%) ITIL Foundation Certificate
5 1 (0.52%) AWS Certification
5 1 (0.52%) OCP
5 1 (0.52%) SAP Certification
Quality Assurance & Compliance
1 26 (13.47%) Data Quality
2 9 (4.66%) SLA
3 5 (2.59%) PCI DSS
4 4 (2.07%) QA
5 1 (0.52%) SNOMED CT
System Software
1 1 (0.52%) Active Directory
1 1 (0.52%) Oracle RAC
Systems Management
1 2 (1.04%) Dollar Universe
1 2 (1.04%) SCCM
2 1 (0.52%) Data Guard
2 1 (0.52%) Oozie
Vendors
1 59 (30.57%) Oracle
2 45 (23.32%) SAP
3 43 (22.28%) Microsoft
4 30 (15.54%) Cognos
5 23 (11.92%) IBM
5 23 (11.92%) Tableau
6 18 (9.33%) Talend
7 10 (5.18%) Informatica
8 3 (1.55%) HP
9 2 (1.04%) ATG
9 2 (1.04%) Blue Martini
9 2 (1.04%) Citrix
9 2 (1.04%) JD Edwards
10 1 (0.52%) ESRI
10 1 (0.52%) MicroStrategy
10 1 (0.52%) Pega
10 1 (0.52%) ServiceNow
10 1 (0.52%) Teradata
10 1 (0.52%) TIBCO
10 1 (0.52%) VMware
Hemel Hempstead
Churchill Frank International
Salary: £70000 - £80000 per annum
Posted: Yesterday
Hemel Hempstead, Hertfordshire
Networking People
Salary: £75000 - £85000 per annum + Ex Bens
Posted: 21 hours ago
Bedfordshire
HAYS INFORMATION TECHNOLOGY
Salary: Competitive
Posted: 4 days ago
Hertfordshire
TELSTRA Associates
Salary: From £60,000 to £70,000 per annum £60-70k+ bens
Posted: Yesterday
Luton, Bedfordshire
Eutopia Solutions Ltd
Salary: £60000 - £70000 per annum + Generous Benefits Package
Posted: Yesterday
Hertfordshire
Computer Futures
Salary: £70000 - £80000 per annum + competitive
Posted: 4 days ago
Harlow, Essex
Venturi
Salary: £50000 - £65000 per annum + bonus+full bens
Posted: 5 days ago
Hatfield, Hertfordshire
Understanding Recruitment
Salary: £75000 - £90000 per annum + benefits
Posted: 2 days ago
Watford, Hertfordshire
Oscar
Salary: £50000 per annum + Benefits
Posted: 4 days ago
Peterborough, Cambridgeshire
Quant Capital
Salary: Up to £50,000 per annum + benefits
Posted: 4 days ago
Watford
Recital Consulting Ltd
Salary: 30000-45000 Per Annum + Benefits
Posted: 26 days ago
Hatfield, Hertfordshire
Ocado Technology
Salary: £Competitive plus benefits
Posted: 14 days ago