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 26 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
England / East of England
Rank 108 166 156
Rank change year-on-year
+58 -10
Permanent jobs citing ETL 146 111 121
As % of all permanent IT jobs located in the East of England 2.44% 1.49% 1.60%
As % of the Processes & Methodologies category 2.80% 1.70% 1.88%
Number of salaries quoted 103 101 95
Median salary £50,000 £50,000 £54,000
Median salary % change year-on-year
- -7.40%
90% offered a salary of more than £37,150 £38,250 £40,000
10% offered a salary of more than £62,500 £61,750 £75,000
UK excluding London median salary £45,000 £45,000 £45,000

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
5216 6511 6429
As % of all permanent IT jobs located in the East of England 87.21% 87.19% 84.90%
Number of salaries quoted 4266 5154 5142
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year
- +5.55%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £70,000 £70,000 £70,000
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 26 February 2017.

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 26 February 2017. 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 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 +14 46 £56,250 +18.42% 8
Essex +27 39 £50,000 - 10
Suffolk +37 23 £50,000 -33.33%
Cambridgeshire -1 22 £60,000 +26.31% 1
Bedfordshire +23 12 £46,500 -21.18%
Norfolk - 5 £58,500 - 1
ETL
England

ETL
Top 30 Related IT Skills in the East of England

For the 6 months to 26 February 2017, 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.

1 213 (75.27%) SQL
2 146 (51.59%) Business Intelligence
3 117 (41.34%) SQL Server
4 113 (39.93%) Oracle
5 96 (33.92%) Data Warehouse
5 96 (33.92%) SQL Server Integration Services
6 83 (29.33%) SQL Server Reporting Services
7 75 (26.50%) PL/SQL
8 73 (25.80%) Agile Software Development
9 72 (25.44%) Finance
9 72 (25.44%) Oracle Database
10 68 (24.03%) Analytics
11 66 (23.32%) Data Modelling
12 62 (21.91%) Analytical Skills
13 57 (20.14%) Linux
14 56 (19.79%) T-SQL
15 55 (19.43%) Microsoft
16 54 (19.08%) Relational Database
17 52 (18.37%) Tableau
18 51 (18.02%) Java
19 48 (16.96%) Degree
20 47 (16.61%) SAP
21 43 (15.19%) SQL Server Analysis Services
22 42 (14.84%) .NET
23 40 (14.13%) BusinessObjects
23 40 (14.13%) QlikView
24 39 (13.78%) Project Management
25 38 (13.43%) Data Analytics
26 37 (13.07%) RDBMS
27 36 (12.72%) Big Data

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 15 (5.30%) SAS
1 15 (5.30%) SharePoint
2 13 (4.59%) Tomcat
3 9 (3.18%) Oracle SOA Suite
4 7 (2.47%) WebSphere
5 6 (2.12%) Adobe Experience Manager
5 6 (2.12%) Apache
5 6 (2.12%) Apache Spark
5 6 (2.12%) CMS
5 6 (2.12%) Confluence
5 6 (2.12%) MQSeries
6 4 (1.41%) JBoss
6 4 (1.41%) WebLogic
7 1 (0.35%) Drupal
7 1 (0.35%) SharePoint 2010
7 1 (0.35%) SharePoint Server
7 1 (0.35%) WebSphere Application Server
Applications
1 28 (9.89%) MS Excel
2 13 (4.59%) SPSS
3 4 (1.41%) MS PowerPoint
3 4 (1.41%) MS Visio
4 1 (0.35%) EngageOne
Business Applications
1 10 (3.53%) Oracle EBS
2 6 (2.12%) Magento
2 6 (2.12%) Oracle EBS R12
2 6 (2.12%) SAP BPC
3 4 (1.41%) SAP CO
3 4 (1.41%) SAP FI
3 4 (1.41%) SAP FI/CO
4 3 (1.06%) BusinessWorks
4 3 (1.06%) Oracle BPM
4 3 (1.06%) SAP R/3
5 2 (0.71%) Maximo
6 1 (0.35%) Dynamics CRM
6 1 (0.35%) Exstream
Cloud Services
1 10 (3.53%) Microsoft Azure
2 7 (2.47%) Amazon AWS
3 6 (2.12%) SaaS
4 5 (1.77%) Force.com
5 2 (0.71%) Cloud Computing
5 2 (0.71%) IaaS
5 2 (0.71%) PaaS
Communications & Networking
1 6 (2.12%) DNS
1 6 (2.12%) Firewall
1 6 (2.12%) Internet
2 2 (0.71%) FTP
3 1 (0.35%) Extranet
3 1 (0.35%) Intranet
Database & Business Intelligence
1 117 (41.34%) SQL Server
2 96 (33.92%) Data Warehouse
2 96 (33.92%) SQL Server Integration Services
3 83 (29.33%) SQL Server Reporting Services
4 72 (25.44%) Oracle Database
5 54 (19.08%) Relational Database
6 43 (15.19%) SQL Server Analysis Services
7 40 (14.13%) BusinessObjects
7 40 (14.13%) QlikView
8 37 (13.07%) RDBMS
9 36 (12.72%) Big Data
10 33 (11.66%) Power BI
11 28 (9.89%) Oracle BI EE
11 28 (9.89%) SQL Server 2008
12 22 (7.77%) Hadoop
13 21 (7.42%) OLAP
14 18 (6.36%) Oracle Database 10g
14 18 (6.36%) Oracle Database 12c
14 18 (6.36%) Spotfire
15 17 (6.01%) SAP BW
Development Applications
1 16 (5.65%) Oracle Forms
1 16 (5.65%) Talend Open Studio
2 9 (3.18%) Oracle APEX
2 9 (3.18%) SQL Server Management Studio (SSMS)
3 7 (2.47%) JIRA
3 7 (2.47%) Team Foundation Server
4 6 (2.12%) Eclipse
4 6 (2.12%) Git (software)
4 6 (2.12%) JUnit
4 6 (2.12%) Log4j
4 6 (2.12%) Maven
4 6 (2.12%) Mockito
4 6 (2.12%) Subversion
5 4 (1.41%) Jenkins
6 1 (0.35%) Visual Studio
General
1 72 (25.44%) Finance
2 13 (4.59%) Advertising
3 11 (3.89%) Billing
3 11 (3.89%) Pharmaceutical
4 9 (3.18%) Marketing
5 8 (2.83%) Legal
6 6 (2.12%) Automotive
6 6 (2.12%) Retail
7 3 (1.06%) Law
8 2 (0.71%) Games
8 2 (0.71%) Manufacturing
9 1 (0.35%) Banking
Job Titles
1 129 (45.58%) Developer
2 61 (21.55%) Oracle Developer
3 53 (18.73%) Analyst
4 50 (17.67%) SQL Developer
5 41 (14.49%) Database Developer
6 37 (13.07%) Oracle Database Developer
7 32 (11.31%) Business Intelligence Analyst
7 32 (11.31%) ETL Developer
8 27 (9.54%) Business Intelligence Developer
8 27 (9.54%) Data Manager
9 25 (8.83%) SQL Database Developer
10 22 (7.77%) Architect
10 22 (7.77%) Oracle ETL Developer
11 20 (7.07%) Data Analyst
11 20 (7.07%) DBA
12 18 (6.36%) Analytics Manager
12 18 (6.36%) Linux Developer
13 17 (6.01%) Data Analytics Manager
14 15 (5.30%) Senior Analytics Manager
14 15 (5.30%) Senior Manager
Libraries, Frameworks & Software Standards
1 42 (14.84%) .NET
2 28 (9.89%) Web Services
3 21 (7.42%) REST
3 21 (7.42%) XML
4 20 (7.07%) J2EE
5 16 (5.65%) Oracle ADF
6 15 (5.30%) MDX
7 14 (4.95%) SOAP
7 14 (4.95%) Spring
8 12 (4.24%) EJB
8 12 (4.24%) JDBC
9 9 (3.18%) Visualforce
10 6 (2.12%) ActiveMQ
10 6 (2.12%) Apache Camel
10 6 (2.12%) JMS
10 6 (2.12%) JSON
10 6 (2.12%) JSP
10 6 (2.12%) Spring Security
10 6 (2.12%) XSD
10 6 (2.12%) XSLT
Miscellaneous
1 62 (21.91%) Analytical Skills
2 15 (5.30%) N-Tier
3 13 (4.59%) Computer Science
3 13 (4.59%) Management Information System
4 10 (3.53%) Replication
5 9 (3.18%) Clustering
6 7 (2.47%) Enterprise Software
7 4 (1.41%) Algorithms
8 2 (0.71%) Data Structures
8 2 (0.71%) Foreign Exchange (FX)
8 2 (0.71%) Life Science
8 2 (0.71%) Virtual Team
9 1 (0.35%) Fintech
Operating Systems
1 57 (20.14%) Linux
2 25 (8.83%) Unix
3 6 (2.12%) HPUX
3 6 (2.12%) Solaris
4 2 (0.71%) Windows
Processes & Methodologies
1 146 (51.59%) Business Intelligence
2 73 (25.80%) Agile Software Development
3 68 (24.03%) Analytics
4 66 (23.32%) Data Modelling
5 39 (13.78%) Project Management
6 38 (13.43%) Data Analytics
7 32 (11.31%) Data Management
8 28 (9.89%) Performance Tuning
9 26 (9.19%) Data Analysis
9 26 (9.19%) ERP
9 26 (9.19%) Visualisation
10 25 (8.83%) Data Integration
10 25 (8.83%) Software Engineering
11 24 (8.48%) Data Visualisation
12 22 (7.77%) Business Analysis
13 21 (7.42%) Stakeholder Management
14 20 (7.07%) Data Architecture
15 18 (6.36%) SOA
16 17 (6.01%) Master Data Management
17 16 (5.65%) SDLC
Programming Languages
1 213 (75.27%) SQL
2 75 (26.50%) PL/SQL
3 56 (19.79%) T-SQL
4 51 (18.02%) Java
5 26 (9.19%) Python
6 21 (7.42%) C#
7 18 (6.36%) VB.NET
8 16 (5.65%) VBA
9 15 (5.30%) JavaScript
9 15 (5.30%) Shell Script
10 14 (4.95%) R
11 9 (3.18%) Apex Code
11 9 (3.18%) SOQL
12 6 (2.12%) PowerShell
13 5 (1.77%) VBScript
14 2 (0.71%) C
14 2 (0.71%) MATLAB
14 2 (0.71%) PHP
Qualifications
1 48 (16.96%) Degree
2 14 (4.95%) Oracle Certification
3 9 (3.18%) OCP
4 5 (1.77%) AWS Certification
5 3 (1.06%) ACCA
5 3 (1.06%) SAP Certification
6 1 (0.35%) CCA
6 1 (0.35%) Citrix Certification
6 1 (0.35%) MCSA
6 1 (0.35%) MCSD
6 1 (0.35%) Microsoft Certification
6 1 (0.35%) Security Cleared
Quality Assurance & Compliance
1 9 (3.18%) SLA
2 7 (2.47%) Data Quality
3 5 (1.77%) PCI DSS
4 1 (0.35%) QA
Systems Management
1 4 (1.41%) Data Guard
2 2 (0.71%) WebSphere Cast Iron
3 1 (0.35%) Dollar Universe
3 1 (0.35%) Oozie
Vendors
1 113 (39.93%) Oracle
2 55 (19.43%) Microsoft
3 52 (18.37%) Tableau
4 47 (16.61%) SAP
5 19 (6.71%) Cognos
6 16 (5.65%) Informatica
6 16 (5.65%) Talend
7 15 (5.30%) IBM
8 11 (3.89%) Hyperion
9 10 (3.53%) PeopleSoft
10 9 (3.18%) Salesforce.com
11 6 (2.12%) ATG
11 6 (2.12%) Blue Martini
11 6 (2.12%) Pega
11 6 (2.12%) Teradata
12 3 (1.06%) hybris
12 3 (1.06%) TIBCO
13 2 (0.71%) Citrix
13 2 (0.71%) ESRI
13 2 (0.71%) VMware
Borehamwood, Hertfordshire
Capital IT Resourcing LTD
Salary: £35000 - £45000 per annum + Benefits
Posted: 2 days ago
Colchester, Essex
Hurren and Hope
Salary: £45k - 50k per year + Plus benefits
Posted: 4 days ago
Watford
Nigel Frank International
Salary: £30000 - £45000 per annum + Pension, Negotiable
Posted: 5 days ago
Colchester, Essex
Cloudscope
Salary: From £40,000 to £50,000 per annum
Posted: 3 days ago
Colchester, Essex
Digitech Resourcing Ltd
Salary: From £40,000 to £50,000 per annum plus benefits
Posted: 5 days ago
Norwich, Norfolk
Aviva
Salary: Competitive
Posted: 4 days ago
Chelmsford
Michael Page Technology
Salary: benefits
Posted: 5 days ago
Colchester, Essex
Verticality Ltd
Salary: £45000 - £50000 per annum, Benefits Pension, Healthcare, 25 days holid
Posted: 6 days ago
Essex
McGregor Boyall
Salary: £45000.00 - £55000.00 per annum
Posted: 4 days ago
Hertfordshire
McGregor Boyall
Salary: £40000 - £80000 per annum + Benefits
Posted: 6 days ago
Hatfield, Hertfordshire
myBench Ltd
Salary: From £55,000 to £70,000 per annum
Posted: 4 days ago
Hertfordshire
Lawrence Harvey
Salary: £35000.00 - £45000.00 per annum + pension, health care
Posted: 11 days ago
St. Albans, Hertfordshire
Stott & May
Salary: £50000 - £60000 per annum + attractive benefits package
Posted: 6 days ago
Hinxton, Cambridgeshire
360 Resourcing
Salary: £35,000 - £45,000 per year
Posted: 12 days ago
Watford
Recruitment Genius Ltd
Salary: £45000 - £55000 per annum
Posted: 19 days ago