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

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 91 91 105
Rank change year-on-year
0 +14
Permanent jobs citing ETL 46 49 45
As % of all permanent IT jobs located in Hertfordshire 2.17% 2.27% 1.85%
As % of the Processes & Methodologies category 2.43% 2.68% 2.24%
Number of salaries quoted 28 42 34
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 £41,000 £45,000 £45,750
10% offered a salary of more than £65,750 £60,000 £74,750
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
1890 1829 2010
As % of all permanent IT jobs located in Hertfordshire 88.98% 84.72% 82.75%
Number of salaries quoted 1565 1514 1640
Median salary £50,000 £52,500 £50,000
Median salary % change year-on-year
-4.76% +5.00%
90% offered a salary of more than £30,000 £30,500 £32,500
10% offered a salary of more than £75,000 £70,000 £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 9 December 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 9 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
Watford +6 16 £55,000 +19.56%
St Albans -6 5 - -
Borehamwood - 3 £45,000 -
Tring - 3 £42,500 -
Stevenage -3 2 £30,000 -
Hemel Hempstead +1 1 £75,000 +66.66%
ETL
East of England

ETL
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 9 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 Hertfordshire region with a requirement for ETL.

1 72 (84.71%) SQL
2 63 (74.12%) SQL Server
3 59 (69.41%) Business Intelligence
4 50 (58.82%) T-SQL
5 46 (54.12%) SQL Server Integration Services
6 40 (47.06%) Analytical Skills
7 38 (44.71%) Degree
8 36 (42.35%) Data Warehouse
9 35 (41.18%) Java
10 34 (40.00%) .NET
11 32 (37.65%) Oracle
12 31 (36.47%) SAP
13 30 (35.29%) SQL Server Reporting Services
14 27 (31.76%) SQL Server Analysis Services
15 25 (29.41%) Web Services
15 25 (29.41%) Microsoft
16 24 (28.24%) IBM
16 24 (28.24%) Finance
16 24 (28.24%) SOAP
16 24 (28.24%) REST
17 22 (25.88%) Performance Tuning
17 22 (25.88%) Power BI
18 21 (24.71%) SQL Server 2012
18 21 (24.71%) MDX
18 21 (24.71%) Computer Science
18 21 (24.71%) VBA
18 21 (24.71%) Management Information System
19 20 (23.53%) C#
19 20 (23.53%) Data Modelling
20 19 (22.35%) BusinessObjects

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 13 (15.29%) SAS
2 9 (10.59%) Tomcat
3 6 (7.06%) Adobe Experience Manager
3 6 (7.06%) Apache
3 6 (7.06%) CMS
3 6 (7.06%) MQSeries
3 6 (7.06%) WebSphere
4 5 (5.88%) SharePoint
5 2 (2.35%) Drupal
5 2 (2.35%) Oracle SOA Suite
6 1 (1.18%) SharePoint 2010
6 1 (1.18%) WebLogic
Applications
1 13 (15.29%) SPSS
2 8 (9.41%) MS Excel
3 4 (4.71%) MS Office
Business Applications
1 16 (18.82%) SAP BPC
2 6 (7.06%) Magento
3 2 (2.35%) Dynamics CRM
3 2 (2.35%) Maximo
Cloud Services
1 5 (5.88%) SaaS
2 2 (2.35%) Amazon AWS
2 2 (2.35%) IaaS
2 2 (2.35%) PaaS
Communications & Networking
1 11 (12.94%) DNS
1 11 (12.94%) Firewall
2 6 (7.06%) Internet
3 2 (2.35%) FTP
4 1 (1.18%) PPP
Database & Business Intelligence
1 63 (74.12%) SQL Server
2 46 (54.12%) SQL Server Integration Services
3 36 (42.35%) Data Warehouse
4 30 (35.29%) SQL Server Reporting Services
5 27 (31.76%) SQL Server Analysis Services
6 22 (25.88%) Power BI
7 21 (24.71%) SQL Server 2012
8 19 (22.35%) BusinessObjects
9 17 (20.00%) SAP Data Services
9 17 (20.00%) SQL Server 2008
10 16 (18.82%) MS Access
10 16 (18.82%) SAP BW
11 15 (17.65%) GIS
12 13 (15.29%) Big Data
12 13 (15.29%) Hadoop
13 10 (11.76%) Data Mining
14 7 (8.24%) OLAP
14 7 (8.24%) Oracle Database
14 7 (8.24%) Oracle Database 10g
15 6 (7.06%) Jackrabbit
Development Applications
1 16 (18.82%) Team Foundation Server
2 14 (16.47%) Talend Open Studio
3 7 (8.24%) Oracle Forms
4 6 (7.06%) Eclipse
4 6 (7.06%) Git (software)
4 6 (7.06%) JUnit
4 6 (7.06%) Log4j
4 6 (7.06%) Maven
4 6 (7.06%) Mockito
4 6 (7.06%) Subversion
5 3 (3.53%) SQL Server Management Studio (SSMS)
6 1 (1.18%) Visual Studio
General
1 24 (28.24%) Finance
2 7 (8.24%) Retail
3 4 (4.71%) Advertising
4 3 (3.53%) Billing
5 2 (2.35%) Automotive
5 2 (2.35%) Pharmaceutical
6 1 (1.18%) Banking
6 1 (1.18%) Manufacturing
Job Titles
1 50 (58.82%) Developer
2 23 (27.06%) Business Intelligence Developer
3 17 (20.00%) Microsoft Developer
4 16 (18.82%) Microsoft BI Developer
5 14 (16.47%) Data Manager
6 13 (15.29%) Analytics Manager
6 13 (15.29%) Data Analytics Manager
6 13 (15.29%) Fraud Manager
6 13 (15.29%) Senior Analytics Manager
6 13 (15.29%) Senior Manager
6 13 (15.29%) Senior Technical Manager
6 13 (15.29%) Technical Manager
7 11 (12.94%) SQL Developer
8 10 (11.76%) Analyst
9 9 (10.59%) Java Developer
10 8 (9.41%) Oracle Developer
11 6 (7.06%) Agile Java Developer
11 6 (7.06%) Business Intelligence Analyst
11 6 (7.06%) J2EE Developer
11 6 (7.06%) Java/J2EE Developer
Libraries, Frameworks & Software Standards
1 34 (40.00%) .NET
2 25 (29.41%) Web Services
3 24 (28.24%) REST
3 24 (28.24%) SOAP
4 21 (24.71%) MDX
5 16 (18.82%) XML
6 9 (10.59%) Spring
7 7 (8.24%) Oracle ADF
8 6 (7.06%) ActiveMQ
8 6 (7.06%) Apache Camel
8 6 (7.06%) EJB
8 6 (7.06%) J2EE
8 6 (7.06%) JDBC
8 6 (7.06%) JMS
8 6 (7.06%) JSON
8 6 (7.06%) JSP
8 6 (7.06%) Spring Boot
8 6 (7.06%) Spring Security
8 6 (7.06%) XSD
8 6 (7.06%) XSLT
Miscellaneous
1 40 (47.06%) Analytical Skills
2 21 (24.71%) Computer Science
2 21 (24.71%) Management Information System
3 13 (15.29%) Visualisation
4 7 (8.24%) Data Extraction
5 5 (5.88%) Data Conversion
6 3 (3.53%) Data Integration
6 3 (3.53%) Mathematics
6 3 (3.53%) Physics
7 2 (2.35%) Clustering
7 2 (2.35%) Data Structures
8 1 (1.18%) Fintech
8 1 (1.18%) Life Science
8 1 (1.18%) Performance Metrics
8 1 (1.18%) Virtual Team
Operating Systems
1 10 (11.76%) Unix
2 6 (7.06%) HPUX
2 6 (7.06%) Linux
2 6 (7.06%) Solaris
3 4 (4.71%) Windows
Processes & Methodologies
1 59 (69.41%) Business Intelligence
2 22 (25.88%) Performance Tuning
3 20 (23.53%) Data Modelling
4 19 (22.35%) Analytics
5 17 (20.00%) Database Tuning
5 17 (20.00%) ETL Development
5 17 (20.00%) Time Management
6 16 (18.82%) Unit Testing
7 15 (17.65%) Project Management
8 14 (16.47%) Data Cleansing
8 14 (16.47%) Stakeholder Management
9 13 (15.29%) Anti-Money Laundering
9 13 (15.29%) Data Analytics
9 13 (15.29%) Data Visualisation
9 13 (15.29%) Programme Management
9 13 (15.29%) Resource Management
10 11 (12.94%) Agile Software Development
11 9 (10.59%) Migration
11 9 (10.59%) TDD
12 8 (9.41%) Data Analysis
Programming Languages
1 72 (84.71%) SQL
2 50 (58.82%) T-SQL
3 35 (41.18%) Java
4 21 (24.71%) VBA
5 20 (23.53%) C#
6 16 (18.82%) PowerShell
7 13 (15.29%) Python
7 13 (15.29%) VB.NET
8 8 (9.41%) PL/SQL
9 6 (7.06%) VBScript
10 5 (5.88%) VB
11 4 (4.71%) C++
12 3 (3.53%) JavaScript
12 3 (3.53%) R
Qualifications
1 38 (44.71%) Degree
2 4 (4.71%) SC Cleared
2 4 (4.71%) Security Cleared
3 1 (1.18%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 6 (7.06%) Data Quality
2 1 (1.18%) SLA
Vendors
1 32 (37.65%) Oracle
2 31 (36.47%) SAP
3 25 (29.41%) Microsoft
4 24 (28.24%) IBM
5 16 (18.82%) Cognos
6 15 (17.65%) Tableau
7 14 (16.47%) Talend
8 6 (7.06%) ATG
8 6 (7.06%) Blue Martini
9 4 (4.71%) Informatica
10 3 (3.53%) hybris
11 2 (2.35%) Citrix
11 2 (2.35%) ESRI
11 2 (2.35%) VMware
Hatfield, Hertfordshire
Mortimer Spinks
Salary: £55000 - £70000 per annum + Excellent Benefits Package
Posted: 4 days ago
Hatfield, Hertfordshire
Mason Frank International
Salary: £59000 - £65000 per annum + shares, travel scheme, pension
Posted: 3 days ago
Welwyn Garden City
PayPoint
Salary: Negotiable
Posted: 23 days ago