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 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 96 89 94
Rank change year-on-year
-7 +5
Permanent jobs citing ETL 41 66 54
As % of all permanent IT jobs located in Hertfordshire 2.01% 2.79% 2.34%
As % of the Processes & Methodologies category 2.32% 3.29% 2.79%
Number of salaries quoted 28 61 38
Median salary £53,750 £47,500 £50,000
Median salary % change year-on-year
+13.15% -5.00%
90% offered a salary of more than £45,000 £35,000 £39,250
10% offered a salary of more than £59,000 £55,000 £92,500
UK excluding London median salary £45,000 £45,000 £45,000
ETL
East of 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 Hertfordshire region.

Processes & Methodologies Category
Hertfordshire
Permanent IT job ads with a match in the
Processes & Methodologies category
1764 2006 1934
As % of all permanent IT jobs located in Hertfordshire 86.64% 84.82% 83.83%
Number of salaries quoted 1472 1728 1586
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £72,500 £75,000 £72,500
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 30 September 2016.

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 30 September 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
Watford +8 16 £55,000 +35.80% 1
St Albans +14 9 - -
Stevenage +3 3 £45,000 +20.00%
Hemel Hempstead +2 1 £57,500 +53.33% 2
Borehamwood 0 1 £45,000 +5.88%
Rickmansworth - 1 - -
ETL
East of England

ETL
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 30 September 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 Hertfordshire region with a requirement for ETL.

1 67 (80.72%) SQL
1 67 (80.72%) Business Intelligence
2 51 (61.45%) T-SQL
3 50 (60.24%) SQL Server
4 44 (53.01%) SQL Server Integration Services
5 40 (48.19%) Analytical Skills
6 39 (46.99%) Oracle
7 38 (45.78%) Data Warehouse
8 34 (40.96%) Degree
9 33 (39.76%) Performance Tuning
10 29 (34.94%) Data Modelling
10 29 (34.94%) SAP
10 29 (34.94%) Web Services
10 29 (34.94%) .NET
11 28 (33.73%) Power BI
11 28 (33.73%) SQL Server Analysis Services
12 27 (32.53%) MDX
12 27 (32.53%) Database Tuning
12 27 (32.53%) Java
12 27 (32.53%) Microsoft
13 25 (30.12%) SQL Server Reporting Services
14 24 (28.92%) Finance
14 24 (28.92%) SQL Server 2008
15 23 (27.71%) SQL Server 2012
16 22 (26.51%) Time Management
16 22 (26.51%) Management Information System
16 22 (26.51%) VBA
17 21 (25.30%) SOAP
17 21 (25.30%) IBM
17 21 (25.30%) REST

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 9 (10.84%) SAS
2 8 (9.64%) WebLogic
3 6 (7.23%) SharePoint
4 3 (3.61%) Adobe Experience Manager
4 3 (3.61%) Apache
4 3 (3.61%) CMS
4 3 (3.61%) MQSeries
4 3 (3.61%) Tomcat
4 3 (3.61%) WebSphere
5 1 (1.20%) Drupal
5 1 (1.20%) SharePoint 2010
Applications
1 9 (10.84%) SPSS
2 7 (8.43%) MS Excel
3 6 (7.23%) MS Office
Business Applications
1 18 (21.69%) SAP BPC
2 3 (3.61%) Magento
3 2 (2.41%) Dynamics CRM
4 1 (1.20%) Maximo
Cloud Services
1 3 (3.61%) SaaS
2 1 (1.20%) Amazon AWS
2 1 (1.20%) IaaS
2 1 (1.20%) PaaS
Communications & Networking
1 10 (12.05%) DNS
1 10 (12.05%) Firewall
2 3 (3.61%) Internet
2 3 (3.61%) PPP
3 1 (1.20%) FTP
Database & Business Intelligence
1 50 (60.24%) SQL Server
2 44 (53.01%) SQL Server Integration Services
3 38 (45.78%) Data Warehouse
4 28 (33.73%) Power BI
4 28 (33.73%) SQL Server Analysis Services
5 25 (30.12%) SQL Server Reporting Services
6 24 (28.92%) SQL Server 2008
7 23 (27.71%) SQL Server 2012
8 19 (22.89%) SAP Data Services
9 18 (21.69%) SAP BW
10 17 (20.48%) MS Access
11 14 (16.87%) BusinessObjects
12 13 (15.66%) Big Data
12 13 (15.66%) Hadoop
13 11 (13.25%) Data Mining
14 10 (12.05%) GIS
15 9 (10.84%) OLAP
16 8 (9.64%) Oracle BI Publisher
16 8 (9.64%) Oracle Reports
17 6 (7.23%) OLAP Cube
Development Applications
1 17 (20.48%) Team Foundation Server
2 10 (12.05%) Talend Open Studio
3 3 (3.61%) Eclipse
3 3 (3.61%) Git (software)
3 3 (3.61%) JUnit
3 3 (3.61%) Log4j
3 3 (3.61%) Maven
3 3 (3.61%) Mockito
3 3 (3.61%) Subversion
4 2 (2.41%) SQL Server Management Studio (SSMS)
5 1 (1.20%) Visual Studio
General
1 24 (28.92%) Finance
2 10 (12.05%) Retail
3 2 (2.41%) Pharmaceutical
4 1 (1.20%) Advertising
4 1 (1.20%) Automotive
4 1 (1.20%) Billing
4 1 (1.20%) Manufacturing
Job Titles
1 46 (55.42%) Developer
2 28 (33.73%) Business Intelligence Developer
3 18 (21.69%) Microsoft Developer
4 17 (20.48%) Microsoft BI Developer
5 11 (13.25%) Data Manager
6 9 (10.84%) Analytics Manager
6 9 (10.84%) Data Analytics Manager
6 9 (10.84%) Fraud Manager
6 9 (10.84%) Oracle Developer
6 9 (10.84%) Senior Analytics Manager
6 9 (10.84%) Senior Manager
6 9 (10.84%) Senior Technical Manager
6 9 (10.84%) SQL Developer
6 9 (10.84%) Technical Manager
7 8 (9.64%) Analyst
8 7 (8.43%) Consultant
8 7 (8.43%) SSRS Developer
9 6 (7.23%) Data Consultant
9 6 (7.23%) Data Migration Consultant
9 6 (7.23%) Migration Consultant
Libraries, Frameworks & Software Standards
1 29 (34.94%) .NET
1 29 (34.94%) Web Services
2 27 (32.53%) MDX
3 21 (25.30%) REST
3 21 (25.30%) SOAP
4 18 (21.69%) XML
5 3 (3.61%) ActiveMQ
5 3 (3.61%) Apache Camel
5 3 (3.61%) EJB
5 3 (3.61%) J2EE
5 3 (3.61%) JDBC
5 3 (3.61%) JMS
5 3 (3.61%) JSON
5 3 (3.61%) JSP
5 3 (3.61%) Spring
5 3 (3.61%) Spring Boot
5 3 (3.61%) Spring Security
5 3 (3.61%) XSD
5 3 (3.61%) XSLT
6 1 (1.20%) Oracle GoldenGate
Miscellaneous
1 40 (48.19%) Analytical Skills
2 22 (26.51%) Management Information System
3 19 (22.89%) Computer Science
4 9 (10.84%) Visualisation
5 8 (9.64%) Data Extraction
5 8 (9.64%) Virtual Team
6 5 (6.02%) Data Conversion
6 5 (6.02%) Data Structures
7 4 (4.82%) Data Integration
8 2 (2.41%) Mathematics
8 2 (2.41%) Physics
9 1 (1.20%) Clustering
Operating Systems
1 9 (10.84%) Unix
2 6 (7.23%) Windows
3 3 (3.61%) HPUX
3 3 (3.61%) Linux
3 3 (3.61%) Solaris
Processes & Methodologies
1 67 (80.72%) Business Intelligence
2 33 (39.76%) Performance Tuning
3 29 (34.94%) Data Modelling
4 27 (32.53%) Database Tuning
5 22 (26.51%) Time Management
6 21 (25.30%) ETL Development
7 17 (20.48%) Analytics
7 17 (20.48%) Unit Testing
8 14 (16.87%) Enterprise Architecture
8 14 (16.87%) SDLC
9 13 (15.66%) Project Management
10 12 (14.46%) Data Cleansing
11 11 (13.25%) Data Management
12 10 (12.05%) ERP
12 10 (12.05%) Programme Management
13 9 (10.84%) Agile Software Development
13 9 (10.84%) Anti-Money Laundering
13 9 (10.84%) Data Analytics
13 9 (10.84%) Resource Management
13 9 (10.84%) Stakeholder Management
Programming Languages
1 67 (80.72%) SQL
2 51 (61.45%) T-SQL
3 27 (32.53%) Java
4 22 (26.51%) VBA
5 18 (21.69%) PowerShell
6 16 (19.28%) C#
7 9 (10.84%) PL/SQL
7 9 (10.84%) Python
7 9 (10.84%) VB.NET
8 6 (7.23%) C++
9 5 (6.02%) VB
9 5 (6.02%) VBScript
10 2 (2.41%) R
Qualifications
1 34 (40.96%) Degree
2 6 (7.23%) SC Cleared
2 6 (7.23%) Security Cleared
3 2 (2.41%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 13 (15.66%) Data Quality
2 8 (9.64%) SLA
3 1 (1.20%) QA
System Software
1 1 (1.20%) Oracle RAC
Systems Management
1 1 (1.20%) Data Guard
Vendors
1 39 (46.99%) Oracle
2 29 (34.94%) SAP
3 27 (32.53%) Microsoft
4 21 (25.30%) IBM
5 20 (24.10%) Cognos
6 13 (15.66%) Tableau
7 10 (12.05%) Talend
8 7 (8.43%) Informatica
9 3 (3.61%) ATG
9 3 (3.61%) Blue Martini
10 1 (1.20%) Citrix
10 1 (1.20%) ESRI
10 1 (1.20%) VMware
Hertfordshire
Recital Consulting
Salary: £30000 - £45000 Per Annum + Benefits
Posted: 18 hours ago
Hertfordshire
Computer Futures
Salary: £70000 - £80000 per annum + competitive
Posted: 22 hours ago
Hertfordshire
Maclean Moore Consulting
Salary: Up to £75,000 per annum
Posted: Yesterday
Hemel Hempstead
Churchill Frank International
Salary: £70000 - £80000 per annum
Posted: 3 days ago
Watford, Hertfordshire
Oscar
Salary: £40000 - £50000 per annum + benefits
Posted: Yesterday
Hemel Hempstead, Hertfordshire
Networking People
Salary: £75000 - £85000 per annum + Ex Bens
Posted: 3 days ago
Hertfordshire
TELSTRA Associates
Salary: From £60,000 to £70,000 per annum £60-70k+ bens
Posted: 3 days ago
Hatfield, Hertfordshire
Understanding Recruitment
Salary: £75000 - £90000 per annum + benefits
Posted: 4 days ago
Hatfield, Hertfordshire
Ocado Technology
Salary: £Competitive plus benefits
Posted: 16 days ago