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 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 122 149 153
Rank change year-on-year
+27 +4
Permanent jobs citing ETL 145 116 128
As % of all permanent IT jobs located in the East of England 2.28% 1.63% 1.60%
As % of the Processes & Methodologies category 2.59% 1.90% 1.90%
Number of salaries quoted 113 92 100
Median salary £50,000 £47,500 £50,000
Median salary % change year-on-year
+5.26% -5.00%
90% offered a salary of more than £37,500 £33,500 £39,800
10% offered a salary of more than £75,000 £60,000 £65,750
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
5593 6109 6726
As % of all permanent IT jobs located in the East of England 88.04% 85.60% 84.30%
Number of salaries quoted 4543 5044 5417
Median salary £49,500 £47,500 £45,000
Median salary % change year-on-year
+4.21% +5.55%
90% offered a salary of more than £32,500 £31,000 £30,500
10% offered a salary of more than £70,000 £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 8 December 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 8 December 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 -2 46 £50,000 +5.26% 5
Essex +36 41 £47,500 +35.71%
Cambridgeshire 0 23 £77,500 +72.22% 2
Bedfordshire +8 21 £48,750 -9.30% 3
Norfolk - 11 £44,500 - 1
Suffolk - 5 £45,000 - 3
ETL
England

ETL
Top 30 Related IT Skills in the East of England

For the 6 months to 8 December 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.

1 166 (69.75%) SQL
2 149 (62.61%) Business Intelligence
3 122 (51.26%) SQL Server
4 99 (41.60%) SQL Server Integration Services
5 93 (39.08%) Data Warehouse
6 81 (34.03%) Oracle
7 74 (31.09%) Finance
8 69 (28.99%) SQL Server Reporting Services
9 68 (28.57%) Analytical Skills
10 66 (27.73%) Data Modelling
11 64 (26.89%) T-SQL
12 60 (25.21%) SAP
13 54 (22.69%) BusinessObjects
14 53 (22.27%) Degree
15 52 (21.85%) Agile Software Development
16 48 (20.17%) Java
17 47 (19.75%) Analytics
18 46 (19.33%) .NET
19 43 (18.07%) SQL Server Analysis Services
20 42 (17.65%) Relational Database
20 42 (17.65%) Microsoft
21 38 (15.97%) SQL Server 2008
22 37 (15.55%) Big Data
22 37 (15.55%) Web Services
23 36 (15.13%) PL/SQL
23 36 (15.13%) Project Management
23 36 (15.13%) Data Management
24 35 (14.71%) Tableau
25 34 (14.29%) Power BI
26 33 (13.87%) REST

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 16 (6.72%) SAS
2 12 (5.04%) SharePoint
3 11 (4.62%) Tomcat
4 8 (3.36%) Oracle SOA Suite
5 7 (2.94%) WebSphere
6 6 (2.52%) Adobe Experience Manager
6 6 (2.52%) Apache
6 6 (2.52%) CMS
6 6 (2.52%) MQSeries
7 3 (1.26%) WebLogic
8 2 (0.84%) Apache Spark
8 2 (0.84%) Drupal
8 2 (0.84%) JBoss
9 1 (0.42%) Confluence
9 1 (0.42%) SharePoint 2010
9 1 (0.42%) WebSphere Application Server
Applications
1 20 (8.40%) MS Excel
2 16 (6.72%) SPSS
3 4 (1.68%) MS Office
3 4 (1.68%) MS PowerPoint
4 1 (0.42%) MS Visio
Business Applications
1 16 (6.72%) SAP BPC
2 6 (2.52%) Magento
3 3 (1.26%) Oracle BPM
3 3 (1.26%) SAP CO
3 3 (1.26%) SAP FI
3 3 (1.26%) SAP FI/CO
4 2 (0.84%) Dynamics CRM
4 2 (0.84%) Maximo
4 2 (0.84%) SAP R/3
5 1 (0.42%) BusinessWorks
5 1 (0.42%) SAP CRM
5 1 (0.42%) SAP ERP
5 1 (0.42%) SAP MDM
5 1 (0.42%) SAP MM
5 1 (0.42%) SAP SRM
Cloud Services
1 10 (4.20%) Amazon AWS
2 8 (3.36%) Microsoft Azure
3 5 (2.10%) SaaS
4 2 (0.84%) Cloud Computing
4 2 (0.84%) IaaS
4 2 (0.84%) PaaS
Communications & Networking
1 11 (4.62%) DNS
1 11 (4.62%) Firewall
2 6 (2.52%) Internet
3 2 (0.84%) FTP
4 1 (0.42%) PPP
Database & Business Intelligence
1 122 (51.26%) SQL Server
2 99 (41.60%) SQL Server Integration Services
3 93 (39.08%) Data Warehouse
4 69 (28.99%) SQL Server Reporting Services
5 54 (22.69%) BusinessObjects
6 43 (18.07%) SQL Server Analysis Services
7 42 (17.65%) Relational Database
8 38 (15.97%) SQL Server 2008
9 37 (15.55%) Big Data
10 34 (14.29%) Power BI
11 29 (12.18%) Oracle Database
12 28 (11.76%) Hadoop
12 28 (11.76%) SAP BW
13 26 (10.92%) QlikView
14 22 (9.24%) SQL Server 2012
15 21 (8.82%) RDBMS
16 20 (8.40%) MS Access
17 19 (7.98%) Crystal Reports
18 18 (7.56%) SAP Data Services
19 17 (7.14%) Spotfire
Development Applications
1 25 (10.50%) Talend Open Studio
2 16 (6.72%) Team Foundation Server
3 7 (2.94%) Oracle APEX
3 7 (2.94%) Oracle Forms
4 6 (2.52%) Eclipse
4 6 (2.52%) Git (software)
4 6 (2.52%) JUnit
4 6 (2.52%) Log4j
4 6 (2.52%) Maven
4 6 (2.52%) Mockito
4 6 (2.52%) Subversion
5 3 (1.26%) ERwin
5 3 (1.26%) SQL Server Management Studio (SSMS)
6 2 (0.84%) Jenkins
6 2 (0.84%) JIRA
7 1 (0.42%) Visual Studio
General
1 74 (31.09%) Finance
2 14 (5.88%) Retail
3 11 (4.62%) Advertising
4 10 (4.20%) Billing
4 10 (4.20%) Pharmaceutical
5 8 (3.36%) Marketing
6 6 (2.52%) Automotive
7 2 (0.84%) Legal
8 1 (0.42%) Banking
8 1 (0.42%) Manufacturing
Job Titles
1 101 (42.44%) Developer
2 54 (22.69%) Analyst
3 32 (13.45%) SQL Developer
4 30 (12.61%) Business Intelligence Analyst
4 30 (12.61%) Business Intelligence Developer
5 28 (11.76%) Oracle Developer
6 24 (10.08%) Architect
6 24 (10.08%) ETL Developer
7 23 (9.66%) Data Analyst
8 19 (7.98%) Data Manager
8 19 (7.98%) Database Developer
9 17 (7.14%) Microsoft Developer
10 16 (6.72%) Microsoft BI Developer
10 16 (6.72%) SSIS Developer
11 14 (5.88%) Oracle Database Developer
11 14 (5.88%) SQL Analyst
11 14 (5.88%) SQL Database Developer
12 13 (5.46%) Fraud Manager
12 13 (5.46%) Senior Manager
12 13 (5.46%) Technical Manager
Libraries, Frameworks & Software Standards
1 46 (19.33%) .NET
2 37 (15.55%) Web Services
3 33 (13.87%) REST
4 24 (10.08%) SOAP
4 24 (10.08%) XML
5 22 (9.24%) MDX
6 17 (7.14%) J2EE
7 14 (5.88%) Spring
8 12 (5.04%) EJB
8 12 (5.04%) JDBC
9 7 (2.94%) Oracle ADF
10 6 (2.52%) ActiveMQ
10 6 (2.52%) Apache Camel
10 6 (2.52%) JMS
10 6 (2.52%) JSON
10 6 (2.52%) JSP
10 6 (2.52%) Spring Boot
10 6 (2.52%) Spring Security
10 6 (2.52%) XSD
10 6 (2.52%) XSLT
Miscellaneous
1 68 (28.57%) Analytical Skills
2 24 (10.08%) Management Information System
3 21 (8.82%) Computer Science
3 21 (8.82%) Visualisation
4 15 (6.30%) Data Integration
5 10 (4.20%) Mathematics
6 9 (3.78%) Statistics
7 8 (3.36%) Replication
8 7 (2.94%) Data Extraction
9 5 (2.10%) Clustering
9 5 (2.10%) Data Conversion
10 4 (1.68%) Algorithms
10 4 (1.68%) Physics
11 2 (0.84%) Data Structures
11 2 (0.84%) Driving Licence
11 2 (0.84%) N-Tier
12 1 (0.42%) Fintech
12 1 (0.42%) Performance Metrics
12 1 (0.42%) Taxonomies
12 1 (0.42%) Virtual Team
Operating Systems
1 24 (10.08%) Linux
1 24 (10.08%) Unix
2 6 (2.52%) HPUX
2 6 (2.52%) Solaris
3 5 (2.10%) Windows
Processes & Methodologies
1 149 (62.61%) Business Intelligence
2 66 (27.73%) Data Modelling
3 52 (21.85%) Agile Software Development
4 47 (19.75%) Analytics
5 36 (15.13%) Data Management
5 36 (15.13%) Project Management
6 32 (13.45%) Performance Tuning
7 28 (11.76%) ETL Development
8 27 (11.34%) Data Analysis
9 25 (10.50%) Data Analytics
9 25 (10.50%) Software Engineering
10 22 (9.24%) Stakeholder Management
11 21 (8.82%) Data Visualisation
11 21 (8.82%) Time Management
12 19 (7.98%) Business Analysis
13 18 (7.56%) ERP
14 17 (7.14%) Database Tuning
15 16 (6.72%) Data Architecture
15 16 (6.72%) Data Cleansing
15 16 (6.72%) Unit Testing
Programming Languages
1 166 (69.75%) SQL
2 64 (26.89%) T-SQL
3 48 (20.17%) Java
4 36 (15.13%) PL/SQL
5 27 (11.34%) VBA
6 24 (10.08%) Python
7 22 (9.24%) C#
8 16 (6.72%) PowerShell
9 14 (5.88%) JavaScript
9 14 (5.88%) VB.NET
10 8 (3.36%) R
11 7 (2.94%) VBScript
12 5 (2.10%) VB
13 4 (1.68%) C++
14 3 (1.26%) Shell Script
Qualifications
1 53 (22.27%) Degree
2 8 (3.36%) Oracle Certification
3 5 (2.10%) AWS Certification
4 4 (1.68%) SC Cleared
4 4 (1.68%) Security Cleared
5 3 (1.26%) OCP
5 3 (1.26%) SAP Certification
6 2 (0.84%) ACCA
7 1 (0.42%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 20 (8.40%) Data Quality
2 10 (4.20%) SLA
3 4 (1.68%) PCI DSS
4 3 (1.26%) QA
5 1 (0.42%) SNOMED CT
Vendors
1 81 (34.03%) Oracle
2 60 (25.21%) SAP
3 42 (17.65%) Microsoft
4 35 (14.71%) Tableau
5 28 (11.76%) Cognos
5 28 (11.76%) IBM
6 25 (10.50%) Talend
7 18 (7.56%) Informatica
8 9 (3.78%) Hyperion
9 6 (2.52%) ATG
9 6 (2.52%) Blue Martini
9 6 (2.52%) Pega
9 6 (2.52%) Teradata
10 3 (1.26%) hybris
11 2 (0.84%) Citrix
11 2 (0.84%) ESRI
11 2 (0.84%) TIBCO
11 2 (0.84%) VMware
12 1 (0.42%) Cognizant
12 1 (0.42%) MicroStrategy
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