The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 3 months to 30 March 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
England / East of England
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 117 178 165
Rank change year-on-year +61 -13  
Permanent jobs citing ETL 140 102 111
As % of all permanent IT jobs advertised in the East of England 2.27% 1.37% 1.46%
As % of the Processes & Methodologies category 2.60% 1.56% 1.74%
Number of salaries quoted 92 90 92
Median salary £47,500 £50,000 £55,000
Median salary % change year-on-year -5.00% -9.09%  
90% offered a salary of more than £37,050 £38,000 £40,000
10% offered a salary of more than £71,750 £62,750 £90,000
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East of England with a requirement for process and methodology skills.

Process & Methodology Skills
East of England
Permanent job vacancies with a requirement for process and methodology skills 5384 6538 6397
As % of all permanent IT job vacancies advertised in the East of England 87.20% 87.81% 84.36%
Number of salaries quoted 4269 5189 5107
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
90% offered a salary of more than £32,159 £30,500 £30,000
10% offered a salary of more than £70,000 £67,500 £70,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL 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 in the East of England.

Salary trend for ETL in the East of England

ETL
Salary Histogram in the East of England

The salary distribution of IT jobs citing ETL in the East of England over the 3 months to 30 March 2017.

Salary histogram for ETL 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 30 March 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
Essex +34 43 £47,500 -5.00% 3
Hertfordshire +19 41 £53,750 +16.21% 7
Cambridgeshire +13 26 £44,500 -20.88% 5
Suffolk +37 15 £42,500 -41.37% 2
Bedfordshire +21 9 £44,500 -8.24%
Norfolk - 6 £43,750 - 1
ETL
England

For the 6 months to 30 March 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.

1 225 (77.59%) SQL
2 145 (50.00%) Business Intelligence
3 128 (44.14%) Oracle
4 117 (40.34%) SQL Server
5 105 (36.21%) Data Warehouse
6 96 (33.10%) PL/SQL
6 96 (33.10%) SQL Server Integration Services
7 93 (32.07%) Oracle Database
8 90 (31.03%) SQL Server Reporting Services
9 78 (26.90%) Agile Software Development
10 77 (26.55%) Finance
11 72 (24.83%) Analytics
12 62 (21.38%) Relational Database
12 62 (21.38%) Data Modelling
13 60 (20.69%) Linux
13 60 (20.69%) Analytical Skills
14 57 (19.66%) T-SQL
15 56 (19.31%) Microsoft
16 49 (16.90%) Java
16 49 (16.90%) Tableau
17 44 (15.17%) Data Analytics
17 44 (15.17%) Degree
17 44 (15.17%) SQL Server Analysis Services
18 43 (14.83%) RDBMS
19 42 (14.48%) SAP
20 41 (14.14%) BusinessObjects
20 41 (14.14%) Project Management
20 41 (14.14%) Performance Tuning
21 37 (12.76%) .NET
22 36 (12.41%) Oracle BI EE

ETL
Co-occurring 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 17 (5.86%) SAS
2 12 (4.14%) SharePoint
3 11 (3.79%) Tomcat
4 6 (2.07%) Apache Spark
4 6 (2.07%) Confluence
5 5 (1.72%) JBoss
5 5 (1.72%) WebLogic
6 4 (1.38%) Oracle SOA Suite
7 3 (1.03%) Adobe Experience Manager
7 3 (1.03%) Apache
7 3 (1.03%) CMS
7 3 (1.03%) MQSeries
7 3 (1.03%) WebSphere
8 1 (0.34%) Drupal
8 1 (0.34%) SharePoint Server
Applications
1 27 (9.31%) MS Excel
2 14 (4.83%) SPSS
3 5 (1.72%) MS Visio
4 4 (1.38%) MS PowerPoint
5 1 (0.34%) EngageOne
Business Applications
1 16 (5.52%) Oracle EBS
2 7 (2.41%) Oracle EBS R12
3 5 (1.72%) BusinessWorks
4 4 (1.38%) SAP CO
4 4 (1.38%) SAP FI
4 4 (1.38%) SAP FI/CO
4 4 (1.38%) SAP R/3
5 3 (1.03%) Magento
5 3 (1.03%) Oracle BPM
6 1 (0.34%) Dynamics AX
6 1 (0.34%) Dynamics CRM
6 1 (0.34%) Exstream
6 1 (0.34%) Maximo
6 1 (0.34%) SAP BPC
Cloud Services
1 11 (3.79%) Microsoft Azure
2 7 (2.41%) Amazon AWS
3 4 (1.38%) Force.com
3 4 (1.38%) SaaS
4 2 (0.69%) Cloud Computing
4 2 (0.69%) IaaS
5 1 (0.34%) PaaS
Communications & Networking
1 3 (1.03%) Extranet
1 3 (1.03%) Internet
1 3 (1.03%) Intranet
2 1 (0.34%) DNS
2 1 (0.34%) Firewall
2 1 (0.34%) FTP
2 1 (0.34%) Unified Communications
Database & Business Intelligence
1 117 (40.34%) SQL Server
2 105 (36.21%) Data Warehouse
3 96 (33.10%) SQL Server Integration Services
4 93 (32.07%) Oracle Database
5 90 (31.03%) SQL Server Reporting Services
6 62 (21.38%) Relational Database
7 44 (15.17%) SQL Server Analysis Services
8 43 (14.83%) RDBMS
9 41 (14.14%) BusinessObjects
10 36 (12.41%) Oracle BI EE
11 34 (11.72%) Big Data
12 28 (9.66%) QlikView
13 25 (8.62%) Oracle Database 12c
14 24 (8.28%) Power BI
15 21 (7.24%) OLAP
16 20 (6.90%) Oracle Database 10g
16 20 (6.90%) Spotfire
16 20 (6.90%) SQL Server 2008
17 19 (6.55%) Hadoop
17 19 (6.55%) Oracle ODI
Development Applications
1 16 (5.52%) Oracle Forms
2 11 (3.79%) SQL Server Management Studio (SSMS)
3 9 (3.10%) Oracle APEX
3 9 (3.10%) Talend Open Studio
4 7 (2.41%) JIRA
5 5 (1.72%) Jenkins
6 3 (1.03%) Eclipse
6 3 (1.03%) Git (software)
6 3 (1.03%) JUnit
6 3 (1.03%) Log4j
6 3 (1.03%) Maven
6 3 (1.03%) Mockito
6 3 (1.03%) Subversion
7 2 (0.69%) Team Foundation Server
8 1 (0.34%) Visual Studio
General
1 77 (26.55%) Finance
2 11 (3.79%) Legal
2 11 (3.79%) Pharmaceutical
3 10 (3.45%) Advertising
4 8 (2.76%) Marketing
5 6 (2.07%) Billing
6 4 (1.38%) Automotive
6 4 (1.38%) Law
7 3 (1.03%) Retail
8 2 (0.69%) Banking
8 2 (0.69%) Games
8 2 (0.69%) Manufacturing
Job Titles
1 138 (47.59%) Developer
2 72 (24.83%) Oracle Developer
3 54 (18.62%) SQL Developer
4 43 (14.83%) Database Developer
5 39 (13.45%) Oracle Database Developer
6 37 (12.76%) Analyst
7 34 (11.72%) ETL Developer
8 33 (11.38%) DBA
9 28 (9.66%) Data Manager
10 27 (9.31%) SQL Database Developer
11 26 (8.97%) Business Intelligence Developer
12 24 (8.28%) Business Intelligence Analyst
12 24 (8.28%) Oracle ETL Developer
13 20 (6.90%) Analytics Manager
14 19 (6.55%) Oracle DBA
15 18 (6.21%) Data Analytics Manager
16 17 (5.86%) Architect
16 17 (5.86%) Linux Developer
17 16 (5.52%) Data Warehouse Developer
18 15 (5.17%) Senior Manager
Libraries, Frameworks & Software Standards
1 37 (12.76%) .NET
2 18 (6.21%) Web Services
3 17 (5.86%) J2EE
3 17 (5.86%) XML
4 16 (5.52%) Oracle ADF
5 12 (4.14%) MDX
6 11 (3.79%) REST
7 10 (3.45%) Spring
8 7 (2.41%) EJB
8 7 (2.41%) JDBC
8 7 (2.41%) Visualforce
9 5 (1.72%) SOAP
10 4 (1.38%) Java SE
10 4 (1.38%) JPA
10 4 (1.38%) scikit-learn
11 3 (1.03%) Apache Camel
11 3 (1.03%) JSON
11 3 (1.03%) JSP
11 3 (1.03%) Spring Boot
11 3 (1.03%) Spring Security
Miscellaneous
1 60 (20.69%) Analytical Skills
2 21 (7.24%) N-Tier
3 14 (4.83%) Computer Science
4 13 (4.48%) Replication
5 12 (4.14%) Enterprise Software
6 9 (3.10%) Clustering
6 9 (3.10%) Management Information System
7 4 (1.38%) Algorithms
7 4 (1.38%) Foreign Exchange (FX)
7 4 (1.38%) Virtual Team
8 2 (0.69%) Data Structures
8 2 (0.69%) Life Science
9 1 (0.34%) Blog
9 1 (0.34%) Fintech
Operating Systems
1 60 (20.69%) Linux
2 21 (7.24%) Unix
3 3 (1.03%) HPUX
3 3 (1.03%) Solaris
3 3 (1.03%) Windows
4 1 (0.34%) Windows Server
Processes & Methodologies
1 145 (50.00%) Business Intelligence
2 78 (26.90%) Agile Software Development
3 72 (24.83%) Analytics
4 62 (21.38%) Data Modelling
5 44 (15.17%) Data Analytics
6 41 (14.14%) Performance Tuning
6 41 (14.14%) Project Management
7 33 (11.38%) ERP
8 27 (9.31%) Data Integration
8 27 (9.31%) Visualisation
9 24 (8.28%) Stakeholder Management
10 23 (7.93%) Business Analysis
10 23 (7.93%) Change Management
10 23 (7.93%) Data Management
10 23 (7.93%) Data Visualisation
11 21 (7.24%) Data Analysis
11 21 (7.24%) Software Engineering
12 19 (6.55%) IT Strategy
13 18 (6.21%) Data Architecture
14 17 (5.86%) SDLC
Programming Languages
1 225 (77.59%) SQL
2 96 (33.10%) PL/SQL
3 57 (19.66%) T-SQL
4 49 (16.90%) Java
5 28 (9.66%) Python
6 23 (7.93%) C#
7 22 (7.59%) Shell Script
8 20 (6.90%) VB.NET
9 15 (5.17%) JavaScript
9 15 (5.17%) R
10 11 (3.79%) VBA
11 7 (2.41%) Apex Code
11 7 (2.41%) SOQL
12 5 (1.72%) VBScript
13 3 (1.03%) Data Analysis Expressions (DAX)
13 3 (1.03%) MATLAB
14 2 (0.69%) C
14 2 (0.69%) PHP
15 1 (0.34%) PowerShell
Qualifications
1 44 (15.17%) Degree
2 12 (4.14%) Oracle Certification
3 8 (2.76%) OCP
4 4 (1.38%) AWS Certification
5 3 (1.03%) ACCA
5 3 (1.03%) SAP Certification
6 2 (0.69%) Microsoft Certification
7 1 (0.34%) CBAP
7 1 (0.34%) CCA
7 1 (0.34%) Citrix Certification
7 1 (0.34%) ISEB
7 1 (0.34%) MCP
7 1 (0.34%) MCSA
7 1 (0.34%) MCSD
7 1 (0.34%) Security Cleared
Quality Assurance & Compliance
1 9 (3.10%) SLA
2 6 (2.07%) Data Quality
3 5 (1.72%) PCI DSS
4 1 (0.34%) QA
Systems Management
1 9 (3.10%) Data Guard
2 3 (1.03%) Tivoli
3 2 (0.69%) WebSphere Cast Iron
4 1 (0.34%) Dollar Universe
4 1 (0.34%) Oozie
Vendors
1 128 (44.14%) Oracle
2 56 (19.31%) Microsoft
3 49 (16.90%) Tableau
4 42 (14.48%) SAP
5 20 (6.90%) Cognos
6 16 (5.52%) Informatica
6 16 (5.52%) PeopleSoft
7 13 (4.48%) Hyperion
8 10 (3.45%) Teradata
9 9 (3.10%) Talend
10 7 (2.41%) Salesforce.com
11 5 (1.72%) IBM
11 5 (1.72%) TIBCO
12 4 (1.38%) Pega
13 3 (1.03%) ATG
13 3 (1.03%) Blue Martini
13 3 (1.03%) hybris
14 2 (0.69%) Jitterbit
14 2 (0.69%) Twitter
15 1 (0.34%) Hortonworks
Potters Bar, Hertfordshire
Understanding Recruitment
Salary: £40000.00 - £48000.00 per annum + bonus + benefits
Posted: 3 days ago
Rickmansworth, Hertfordshire
Empiric.com
Salary: From £75,000 to £75,000 per annum
Posted: 15 hours ago
Stevenage, Hertfordshire
Oscar
Salary: £40000 - £55000 per annum + Benefits
Posted: 2 days ago
Cambridgeshire
Harvey Nash plc
Salary: £400 - £401 per day
Posted: 13 hours ago
East Anglia
Computer People
Salary: £30000.00 - £31500.00 per annum
Posted: 6 days ago
Cambridge
Nigel Frank International
Salary: £30000 - £50000 per annum + Benefits
Posted: 7 days ago
Cambridge
Edward Carter Solutions
Salary: £41000 per annum + Bonus and excellent benefits
Posted: 14 days ago
Ipswich
Nigel Frank International
Salary: £30000 - £40000 per annum + Benefits
Posted: 22 days ago
Hatfield, Hertfordshire
ComputaCenter
Salary: Benefits
Posted: 15 days ago
Chelmsford
Michael Page Technology
Salary: benefits
Posted: 20 days ago
Norwich, Norfolk
Aviva
Salary: Competitive
Posted: 20 days ago
Watford
Mint
Salary: £50000 - £60000 per annum + Excellent
Posted: 17 days ago
Cambridge
360 Resourcing Solutions .
Salary: £45,000 £50,000 per annum
Posted: 21 days ago
Hertfordshire
Mint
Salary: £50000 - £60000 per annum + Excellent
Posted: 16 days ago
Watford
Mint
Salary: £50000 - £57000 per annum + Excellent
Posted: 21 days ago