The table below looks at the statistics for ETL skills in IT jobs advertised for the Hertfordshire region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
East of England / Hertfordshire
Rank 97 111 113
Rank change year-on-year
+14 +2
Permanent jobs citing ETL 41 36 32
As % of all permanent IT jobs located in Hertfordshire 1.99% 1.59% 1.56%
As % of the Processes & Methodologies category 2.29% 1.88% 1.87%
Number of salaries quoted 21 34 23
Median salary £45,000 £48,750 £57,500
Median salary % change year-on-year
-7.69% -15.21%
90% offered a salary of more than £37,500 £41,500 £44,200
10% offered a salary of more than £60,000 £61,750 £68,500
UK excluding London median salary £45,000 £45,000 £44,500
% change year-on-year
- +1.12%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Hertfordshire region.

Processes & Methodologies Category
Hertfordshire
Permanent IT job ads with a match in the
Processes & Methodologies category
1789 1911 1710
As % of all permanent IT jobs located in Hertfordshire 86.89% 84.41% 83.37%
Number of salaries quoted 1492 1568 1355
Median salary £47,500 £50,000 £50,000
Median salary % change year-on-year
-5.00% -
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £70,000 £72,500 £70,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in Hertfordshire

The demand trend of job ads across the Hertfordshire region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Hertfordshire

ETL
Salary Trend in Hertfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL across the Hertfordshire region.

ETL Salary Trend in Hertfordshire

ETL
Salary Histogram in Hertfordshire

This chart provides a salary histogram for IT jobs citing ETL across the Hertfordshire region over the 3 months to 24 February 2017.

ETL Salary Histogram in Hertfordshire

ETL
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Hertfordshire region over the 3 months to 24 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
St Albans +1 12 £47,500 -20.83% 1
Watford - 4 £55,000 - 2
Tring +3 2 £42,500 +2.40%
Stevenage -6 2 £30,000 -26.82%
Borehamwood - 1 £45,000 - 1
ETL
East of England

ETL
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 24 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 Hertfordshire region with a requirement for ETL.

1 70 (85.37%) SQL
2 60 (73.17%) SQL Server
3 45 (54.88%) Business Intelligence
3 45 (54.88%) SQL Server Integration Services
4 41 (50.00%) Java
5 38 (46.34%) SQL Server Reporting Services
6 35 (42.68%) T-SQL
7 30 (36.59%) Analytical Skills
8 27 (32.93%) Analytics
8 27 (32.93%) .NET
9 26 (31.71%) Oracle
10 25 (30.49%) Data Warehouse
10 25 (30.49%) Degree
11 23 (28.05%) SQL Server Analysis Services
11 23 (28.05%) Finance
12 22 (26.83%) Tableau
13 21 (25.61%) QlikView
14 20 (24.39%) Visualisation
14 20 (24.39%) SAP
15 19 (23.17%) Data Visualisation
15 19 (23.17%) Data Analytics
16 18 (21.95%) C#
16 18 (21.95%) Microsoft
16 18 (21.95%) BusinessObjects
17 17 (20.73%) PL/SQL
18 16 (19.51%) Oracle Database
18 16 (19.51%) Oracle ADF
18 16 (19.51%) Oracle Forms
18 16 (19.51%) Oracle Database 10g
19 15 (18.29%) SAS

ETL
Top Related IT Skills in Hertfordshire 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 (18.29%) SAS
2 9 (10.98%) Tomcat
3 6 (7.32%) Adobe Experience Manager
3 6 (7.32%) Apache
3 6 (7.32%) CMS
3 6 (7.32%) MQSeries
3 6 (7.32%) WebSphere
4 4 (4.88%) SharePoint
5 2 (2.44%) Oracle SOA Suite
6 1 (1.22%) Drupal
6 1 (1.22%) SharePoint 2010
Applications
1 13 (15.85%) SPSS
2 5 (6.10%) MS Excel
3 1 (1.22%) MS Visio
Business Applications
1 6 (7.32%) Magento
1 6 (7.32%) SAP BPC
2 2 (2.44%) Maximo
3 1 (1.22%) Dynamics CRM
Cloud Services
1 6 (7.32%) SaaS
2 2 (2.44%) Amazon AWS
2 2 (2.44%) IaaS
2 2 (2.44%) PaaS
Communications & Networking
1 6 (7.32%) DNS
1 6 (7.32%) Firewall
1 6 (7.32%) Internet
2 2 (2.44%) FTP
Database & Business Intelligence
1 60 (73.17%) SQL Server
2 45 (54.88%) SQL Server Integration Services
3 38 (46.34%) SQL Server Reporting Services
4 25 (30.49%) Data Warehouse
5 23 (28.05%) SQL Server Analysis Services
6 21 (25.61%) QlikView
7 18 (21.95%) BusinessObjects
8 16 (19.51%) Oracle Database
8 16 (19.51%) Oracle Database 10g
9 15 (18.29%) GIS
10 14 (17.07%) Big Data
11 13 (15.85%) Hadoop
11 13 (15.85%) Power BI
11 13 (15.85%) SQL Server 2012
12 9 (10.98%) OLAP
13 7 (8.54%) MS Access
13 7 (8.54%) SQL Server 2008
14 6 (7.32%) Jackrabbit
14 6 (7.32%) SAP BW
14 6 (7.32%) SAP Data Services
Development Applications
1 16 (19.51%) Oracle Forms
2 10 (12.20%) Talend Open Studio
3 6 (7.32%) Eclipse
3 6 (7.32%) Git (software)
3 6 (7.32%) JUnit
3 6 (7.32%) Log4j
3 6 (7.32%) Maven
3 6 (7.32%) Mockito
3 6 (7.32%) Subversion
3 6 (7.32%) Team Foundation Server
4 4 (4.88%) SQL Server Management Studio (SSMS)
5 1 (1.22%) Visual Studio
General
1 23 (28.05%) Finance
2 5 (6.10%) Advertising
3 4 (4.88%) Billing
4 2 (2.44%) Manufacturing
4 2 (2.44%) Pharmaceutical
5 1 (1.22%) Automotive
5 1 (1.22%) Banking
5 1 (1.22%) Retail
Job Titles
1 51 (62.20%) Developer
2 17 (20.73%) Analytics Manager
2 17 (20.73%) Data Analytics Manager
2 17 (20.73%) Data Manager
3 16 (19.51%) Oracle Developer
4 15 (18.29%) Business Intelligence Developer
4 15 (18.29%) Senior Analytics Manager
4 15 (18.29%) Senior Manager
5 13 (15.85%) Fraud Manager
5 13 (15.85%) Senior Technical Manager
5 13 (15.85%) Technical Manager
6 10 (12.20%) Software Manager
6 10 (12.20%) SQL Developer
7 9 (10.98%) Java Developer
8 8 (9.76%) Analyst
9 6 (7.32%) Business Intelligence Analyst
9 6 (7.32%) J2EE Developer
9 6 (7.32%) Java/J2EE Developer
9 6 (7.32%) Microsoft Developer
9 6 (7.32%) Unix Developer
Libraries, Frameworks & Software Standards
1 27 (32.93%) .NET
2 16 (19.51%) Oracle ADF
3 14 (17.07%) REST
3 14 (17.07%) SOAP
3 14 (17.07%) Web Services
4 12 (14.63%) MDX
5 10 (12.20%) XML
6 9 (10.98%) Spring
7 6 (7.32%) ActiveMQ
7 6 (7.32%) Apache Camel
7 6 (7.32%) EJB
7 6 (7.32%) J2EE
7 6 (7.32%) JDBC
7 6 (7.32%) JMS
7 6 (7.32%) JSON
7 6 (7.32%) JSP
7 6 (7.32%) Spring Boot
7 6 (7.32%) Spring Security
7 6 (7.32%) XSD
7 6 (7.32%) XSLT
Miscellaneous
1 30 (36.59%) Analytical Skills
2 12 (14.63%) Computer Science
3 11 (13.41%) Management Information System
4 2 (2.44%) Life Science
5 1 (1.22%) Clustering
5 1 (1.22%) Fintech
Operating Systems
1 6 (7.32%) HPUX
1 6 (7.32%) Linux
1 6 (7.32%) Solaris
1 6 (7.32%) Unix
Processes & Methodologies
1 45 (54.88%) Business Intelligence
2 27 (32.93%) Analytics
3 20 (24.39%) Visualisation
4 19 (23.17%) Data Analytics
4 19 (23.17%) Data Visualisation
5 14 (17.07%) Project Management
5 14 (17.07%) Stakeholder Management
6 13 (15.85%) Anti-Money Laundering
6 13 (15.85%) Programme Management
6 13 (15.85%) Resource Management
7 12 (14.63%) Agile Software Development
8 10 (12.20%) Data Modelling
9 9 (10.98%) TDD
10 8 (9.76%) E-Commerce
10 8 (9.76%) ETL Development
11 7 (8.54%) Kimball Methodology
11 7 (8.54%) Migration
11 7 (8.54%) SDLC
12 6 (7.32%) Dependency Management
12 6 (7.32%) RAD
Programming Languages
1 70 (85.37%) SQL
2 41 (50.00%) Java
3 35 (42.68%) T-SQL
4 18 (21.95%) C#
5 17 (20.73%) PL/SQL
6 15 (18.29%) Python
6 15 (18.29%) VB.NET
7 7 (8.54%) VBA
8 6 (7.32%) PowerShell
8 6 (7.32%) R
9 3 (3.66%) JavaScript
10 2 (2.44%) MATLAB
10 2 (2.44%) VBScript
11 1 (1.22%) Apex Code
11 1 (1.22%) SOQL
Qualifications
1 25 (30.49%) Degree
2 1 (1.22%) Security Cleared
Quality Assurance & Compliance
1 1 (1.22%) Data Quality
Vendors
1 26 (31.71%) Oracle
2 22 (26.83%) Tableau
3 20 (24.39%) SAP
4 18 (21.95%) Microsoft
5 14 (17.07%) IBM
6 10 (12.20%) Talend
7 6 (7.32%) ATG
7 6 (7.32%) Blue Martini
7 6 (7.32%) Cognos
8 3 (3.66%) hybris
9 2 (2.44%) Citrix
9 2 (2.44%) ESRI
9 2 (2.44%) VMware
10 1 (1.22%) Informatica
10 1 (1.22%) Salesforce.com
Borehamwood, Hertfordshire
Capital IT Resourcing LTD
Salary: £35000 - £45000 per annum + Benefits
Posted: 15 hours ago
Watford
Nigel Frank International
Salary: £30000 - £45000 per annum + Pension, Negotiable
Posted: 4 days ago
Hatfield, Hertfordshire
myBench Ltd
Salary: From £55,000 to £70,000 per annum
Posted: 2 days ago
Hertfordshire
McGregor Boyall
Salary: £40000 - £80000 per annum + Benefits
Posted: 4 days ago
Hertfordshire
Lawrence Harvey
Salary: £35000.00 - £45000.00 per annum + pension, health care
Posted: 9 days ago
St. Albans, Hertfordshire
Stott & May
Salary: £50000 - £60000 per annum + attractive benefits package
Posted: 4 days ago
Watford
Recruitment Genius Ltd
Salary: £45000 - £55000 per annum
Posted: 18 days ago