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 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
England / East of England
Rank 111 154 155
Rank change year-on-year
+43 +1
Permanent jobs citing ETL 136 110 111
As % of all permanent IT jobs located in the East of England 2.32% 1.61% 1.56%
As % of the Processes & Methodologies category 2.67% 1.88% 1.84%
Number of salaries quoted 102 99 82
Median salary £50,000 £50,000 £52,500
Median salary % change year-on-year
- -4.76%
90% offered a salary of more than £35,400 £33,500 £41,500
10% offered a salary of more than £64,500 £60,000 £65,000
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
5100 5851 6042
As % of all permanent IT jobs located in the East of England 87.05% 85.73% 84.68%
Number of salaries quoted 4210 4793 4816
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 £32,500 £30,000
10% offered a salary of more than £67,500 £70,000 £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 24 January 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 24 January 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 0 39 £45,000 -7.69%
Essex +35 34 £50,000 - 1
Cambridgeshire +3 24 £62,500 +31.57% 3
Suffolk - 18 £45,000 - 4
Bedfordshire +16 12 £48,500 -17.79% 1
Norfolk - 10 £56,000 - 1
ETL
England

ETL
Top 30 Related IT Skills in the East of England

For the 6 months to 24 January 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.

1 197 (77.25%) SQL
2 147 (57.65%) Business Intelligence
3 115 (45.10%) SQL Server
4 100 (39.22%) Oracle
5 97 (38.04%) SQL Server Integration Services
6 86 (33.73%) Data Warehouse
7 81 (31.76%) SQL Server Reporting Services
8 72 (28.24%) Finance
9 66 (25.88%) Analytical Skills
10 65 (25.49%) Data Modelling
11 62 (24.31%) T-SQL
12 61 (23.92%) PL/SQL
12 61 (23.92%) Analytics
13 60 (23.53%) Agile Software Development
14 56 (21.96%) Oracle Database
15 55 (21.57%) SAP
16 52 (20.39%) Java
16 52 (20.39%) Degree
17 47 (18.43%) Microsoft
17 47 (18.43%) Relational Database
18 46 (18.04%) SQL Server Analysis Services
18 46 (18.04%) .NET
19 45 (17.65%) BusinessObjects
20 44 (17.25%) Linux
21 43 (16.86%) Big Data
22 40 (15.69%) Tableau
22 40 (15.69%) Data Management
22 40 (15.69%) Project Management
23 35 (13.73%) Power BI
24 34 (13.33%) Web Services

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 18 (7.06%) SAS
2 15 (5.88%) SharePoint
3 11 (4.31%) Tomcat
4 9 (3.53%) Oracle SOA Suite
5 7 (2.75%) WebSphere
6 6 (2.35%) Adobe Experience Manager
6 6 (2.35%) Apache
6 6 (2.35%) CMS
6 6 (2.35%) MQSeries
7 5 (1.96%) Apache Spark
8 3 (1.18%) Confluence
9 2 (0.78%) JBoss
9 2 (0.78%) WebLogic
10 1 (0.39%) Drupal
10 1 (0.39%) SharePoint 2010
10 1 (0.39%) SharePoint Server
10 1 (0.39%) WebSphere Application Server
Applications
1 22 (8.63%) MS Excel
2 18 (7.06%) SPSS
3 4 (1.57%) MS PowerPoint
4 2 (0.78%) MS Visio
5 1 (0.39%) EngageOne
Business Applications
1 11 (4.31%) SAP BPC
2 7 (2.75%) Oracle EBS
3 6 (2.35%) Magento
4 5 (1.96%) Oracle EBS R12
5 3 (1.18%) Oracle BPM
5 3 (1.18%) SAP CO
5 3 (1.18%) SAP FI
5 3 (1.18%) SAP FI/CO
6 2 (0.78%) Maximo
6 2 (0.78%) SAP R/3
7 1 (0.39%) BusinessWorks
7 1 (0.39%) Dynamics CRM
7 1 (0.39%) Exstream
Cloud Services
1 9 (3.53%) Amazon AWS
1 9 (3.53%) Microsoft Azure
2 6 (2.35%) SaaS
3 2 (0.78%) Cloud Computing
3 2 (0.78%) IaaS
3 2 (0.78%) PaaS
Communications & Networking
1 11 (4.31%) DNS
1 11 (4.31%) Firewall
2 6 (2.35%) Internet
3 2 (0.78%) FTP
4 1 (0.39%) PPP
Database & Business Intelligence
1 115 (45.10%) SQL Server
2 97 (38.04%) SQL Server Integration Services
3 86 (33.73%) Data Warehouse
4 81 (31.76%) SQL Server Reporting Services
5 56 (21.96%) Oracle Database
6 47 (18.43%) Relational Database
7 46 (18.04%) SQL Server Analysis Services
8 45 (17.65%) BusinessObjects
9 43 (16.86%) Big Data
10 35 (13.73%) Power BI
11 31 (12.16%) SQL Server 2008
12 30 (11.76%) Hadoop
13 28 (10.98%) QlikView
14 27 (10.59%) RDBMS
15 23 (9.02%) Oracle BI EE
16 20 (7.84%) SAP BW
17 19 (7.45%) OLAP
17 19 (7.45%) Spotfire
18 18 (7.06%) GIS
18 18 (7.06%) SQL Server 2012
Development Applications
1 20 (7.84%) Talend Open Studio
2 13 (5.10%) Oracle Forms
3 12 (4.71%) Team Foundation Server
4 9 (3.53%) Oracle APEX
5 6 (2.35%) Eclipse
5 6 (2.35%) Git (software)
5 6 (2.35%) JUnit
5 6 (2.35%) Log4j
5 6 (2.35%) Maven
5 6 (2.35%) Mockito
5 6 (2.35%) Subversion
6 4 (1.57%) JIRA
6 4 (1.57%) SQL Server Management Studio (SSMS)
7 2 (0.78%) Jenkins
8 1 (0.39%) Visual Studio
General
1 72 (28.24%) Finance
2 13 (5.10%) Advertising
3 12 (4.71%) Pharmaceutical
4 11 (4.31%) Billing
5 9 (3.53%) Retail
6 8 (3.14%) Marketing
7 6 (2.35%) Automotive
8 2 (0.78%) Legal
8 2 (0.78%) Manufacturing
9 1 (0.39%) Banking
Job Titles
1 119 (46.67%) Developer
2 54 (21.18%) Analyst
3 48 (18.82%) Oracle Developer
4 43 (16.86%) SQL Developer
5 31 (12.16%) Business Intelligence Analyst
5 31 (12.16%) Database Developer
6 30 (11.76%) ETL Developer
7 28 (10.98%) Business Intelligence Developer
8 27 (10.59%) Oracle Database Developer
9 26 (10.20%) Data Manager
10 21 (8.24%) Data Analyst
11 20 (7.84%) SQL Database Developer
12 19 (7.45%) Architect
12 19 (7.45%) Oracle ETL Developer
13 18 (7.06%) DBA
14 16 (6.27%) Analytics Manager
14 16 (6.27%) Data Analytics Manager
14 16 (6.27%) Senior Manager
14 16 (6.27%) Senior Technical Manager
14 16 (6.27%) Technical Manager
Libraries, Frameworks & Software Standards
1 46 (18.04%) .NET
2 34 (13.33%) Web Services
3 31 (12.16%) REST
4 21 (8.24%) XML
5 19 (7.45%) MDX
5 19 (7.45%) SOAP
6 17 (6.67%) J2EE
7 14 (5.49%) Spring
8 13 (5.10%) Oracle ADF
9 12 (4.71%) EJB
9 12 (4.71%) JDBC
10 6 (2.35%) ActiveMQ
10 6 (2.35%) Apache Camel
10 6 (2.35%) JMS
10 6 (2.35%) JSON
10 6 (2.35%) JSP
10 6 (2.35%) Spring Boot
10 6 (2.35%) Spring Security
10 6 (2.35%) XSD
10 6 (2.35%) XSLT
Miscellaneous
1 66 (25.88%) Analytical Skills
2 25 (9.80%) Visualisation
3 23 (9.02%) Data Integration
4 19 (7.45%) Management Information System
5 17 (6.67%) Computer Science
6 14 (5.49%) Mathematics
7 12 (4.71%) Statistics
8 9 (3.53%) N-Tier
8 9 (3.53%) Replication
9 8 (3.14%) Physics
10 6 (2.35%) Clustering
11 5 (1.96%) Enterprise Software
12 4 (1.57%) Algorithms
13 2 (0.78%) Life Science
13 2 (0.78%) Performance Metrics
14 1 (0.39%) Data Structures
14 1 (0.39%) Fintech
Operating Systems
1 44 (17.25%) Linux
2 26 (10.20%) Unix
3 6 (2.35%) HPUX
3 6 (2.35%) Solaris
4 2 (0.78%) Windows
Processes & Methodologies
1 147 (57.65%) Business Intelligence
2 65 (25.49%) Data Modelling
3 61 (23.92%) Analytics
4 60 (23.53%) Agile Software Development
5 40 (15.69%) Data Management
5 40 (15.69%) Project Management
6 31 (12.16%) Data Analytics
6 31 (12.16%) Software Engineering
7 28 (10.98%) Performance Tuning
8 26 (10.20%) Data Analysis
9 25 (9.80%) Data Visualisation
10 22 (8.63%) ERP
10 22 (8.63%) Stakeholder Management
11 21 (8.24%) Business Analysis
11 21 (8.24%) Master Data Management
11 21 (8.24%) SOA
12 20 (7.84%) Data Architecture
13 17 (6.67%) ETL Development
14 16 (6.27%) Anti-Money Laundering
14 16 (6.27%) Time Management
Programming Languages
1 197 (77.25%) SQL
2 62 (24.31%) T-SQL
3 61 (23.92%) PL/SQL
4 52 (20.39%) Java
5 30 (11.76%) Python
6 21 (8.24%) C#
7 20 (7.84%) VBA
8 18 (7.06%) VB.NET
9 17 (6.67%) JavaScript
10 12 (4.71%) R
11 11 (4.31%) PowerShell
11 11 (4.31%) Shell Script
12 4 (1.57%) VBScript
13 1 (0.39%) C
Qualifications
1 52 (20.39%) Degree
2 11 (4.31%) Oracle Certification
3 6 (2.35%) OCP
4 5 (1.96%) AWS Certification
5 2 (0.78%) ACCA
5 2 (0.78%) SAP Certification
Quality Assurance & Compliance
1 9 (3.53%) SLA
2 7 (2.75%) Data Quality
3 4 (1.57%) PCI DSS
4 1 (0.39%) QA
Systems Management
1 2 (0.78%) Data Guard
2 1 (0.39%) Dollar Universe
Vendors
1 100 (39.22%) Oracle
2 55 (21.57%) SAP
3 47 (18.43%) Microsoft
4 40 (15.69%) Tableau
5 24 (9.41%) Cognos
6 22 (8.63%) IBM
7 20 (7.84%) Talend
8 13 (5.10%) Informatica
9 9 (3.53%) Hyperion
10 7 (2.75%) PeopleSoft
11 6 (2.35%) ATG
11 6 (2.35%) Blue Martini
11 6 (2.35%) Pega
11 6 (2.35%) Teradata
12 3 (1.18%) hybris
13 2 (0.78%) Citrix
13 2 (0.78%) ESRI
13 2 (0.78%) TIBCO
13 2 (0.78%) VMware
14 1 (0.39%) HP
Colchester, Essex
Digitech Resourcing Ltd
Salary: From £40,000 to £50,000 per annum plus benefits
Posted: 13 hours ago
Ipswich, Suffolk
HAYS INFORMATION TECHNOLOGY
Salary: £30000.00 - £40000.00 per annum
Posted: Yesterday
Bedfordshire
Asset Resourcing Ltd
Salary: £35000 - £40000 per annum
Posted: 4 days ago
Norwich, Norfolk
Send
Salary: From £55,000 to £62,000 per annum + bonus + benefits
Posted: 4 days ago
Haverhill, Suffolk
Opus Resourcing Ltd
Salary: £50000 - £60000 per annum + Bens + Bonus
Posted: 4 days ago
Cambridgeshire
Lawrence Harvey
Salary: £35000.00 - £50000.00 per annum
Posted: 8 days ago
Peterborough
Beagle Street
Salary: Competitive
Posted: 18 days ago
Ipswich
Nigel Frank International
Salary: £35000 - £50000 per annum
Posted: 15 days ago
Cambridgeshire
Proactive Appointments
Salary: £40000 - £49000 per annum + Benefits
Posted: 6 days ago
Raf Mildenhall, Suffolk
RB
Posted: 6 days ago