The table below looks at the statistics for ETL skills in IT jobs advertised for the Hertfordshire region. Included is a guide to the average salaries offered in IT jobs that have cited ETL over the 3 months to 26 January 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
26 Jan 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 105 90 95
Rank change year-on-year
-15 +5
Permanent jobs citing ETL 36 38 73
As % of all permanent IT jobs located in Hertfordshire 1.75% 1.97% 2.57%
As % of the Processes & Methodologies category 2.18% 2.62% 3.34%
Number of salaries quoted 24 28 65
Average salary £52,500 £35,000 £50,000
Average salary % change year-on-year
+50.00% -30.00%
90% offered a salary of more than £47,500 £29,000 £34,500
10% offered a salary of more than £57,500 £42,500 £62,500
UK excluding London average 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
1653 1453 2188
As % of all permanent IT jobs located in Hertfordshire 80.36% 75.48% 77.10%
Number of salaries quoted 1280 1086 1839
Average salary £50,000 £45,000 £45,000
Average salary % change year-on-year
+11.11% -
90% offered a salary of more than £32,500 £30,000 £34,020
10% offered a salary of more than £70,000 £65,000 £65,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

ETL
Jobs Demand Trend in Hertfordshire

This chart provides a 3-month moving total of permanent IT jobs citing ETL across the Hertfordshire region as a proportion of the total demand within 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 26 January 2015.

ETL Salary Histogram in Hertfordshire

ETL
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing ETL within the Hertfordshire region over the 3 months to 26 January 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
St Albans - 11 £57,500 -
Welwyn Garden City - 9 £52,500 -
Watford -13 6 £50,000 +25.00%
ETL
East of England

ETL
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 26 January 2015, IT jobs across the Hertfordshire region citing ETL also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited ETL.

1 63 (64.29%) Business Intelligence
2 59 (60.20%) Data Warehouse
3 50 (51.02%) SQL
4 45 (45.92%) Oracle
5 37 (37.76%) Finance
5 37 (37.76%) Analytics
6 34 (34.69%) SQL Server
7 32 (32.65%) Retail
8 31 (31.63%) Analytical Skills
9 27 (27.55%) Microsoft
10 26 (26.53%) SQL Server Reporting Services
11 25 (25.51%) SQL Server Integration Services
11 25 (25.51%) Security Cleared
12 24 (24.49%) Middleware
12 24 (24.49%) Project Management
12 24 (24.49%) ERP
13 22 (22.45%) Java
14 21 (21.43%) Informatica
14 21 (21.43%) Enterprise Architecture
14 21 (21.43%) SC Cleared
15 20 (20.41%) T-SQL
15 20 (20.41%) Data Mining
16 19 (19.39%) Data Management
17 18 (18.37%) Data Integration
18 15 (15.31%) CRM
19 14 (14.29%) VBA
19 14 (14.29%) MS Excel
19 14 (14.29%) SAP
19 14 (14.29%) IBM
19 14 (14.29%) Data Analysis

ETL
Top Related IT Skills in Hertfordshire by Category

For the 6 months to 26 January 2015, IT jobs across the Hertfordshire region citing ETL also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited ETL. Up to 20 skills are shown per category.

Application Platforms
1 7 (7.14%) WebSphere
2 1 (1.02%) SugarCRM
Applications
1 14 (14.29%) MS Excel
Business Applications
1 7 (7.14%) Oracle BPM
2 4 (4.08%) Oracle EBS
2 4 (4.08%) HFM
3 3 (3.06%) Oracle Payables
3 3 (3.06%) Oracle Financials
4 1 (1.02%) SalesLogix
4 1 (1.02%) Dynamics CRM
Cloud Services
1 7 (7.14%) Google Cloud Platform
Database & Business Intelligence
1 59 (60.20%) Data Warehouse
2 34 (34.69%) SQL Server
3 26 (26.53%) SQL Server Reporting Services
4 25 (25.51%) SQL Server Integration Services
5 20 (20.41%) Data Mining
6 13 (13.27%) OLAP
6 13 (13.27%) Oracle Reports
7 12 (12.24%) QlikView
7 12 (12.24%) Star Schema
8 11 (11.22%) SQL Server Analysis Services
9 8 (8.16%) Hadoop
9 8 (8.16%) Relational Database
9 8 (8.16%) OLAP Cube
10 6 (6.12%) NoSQL
10 6 (6.12%) Oracle OLAP
10 6 (6.12%) SQL Server 2008
10 6 (6.12%) MOLAP
10 6 (6.12%) ROLAP
11 4 (4.08%) Snowflake Schema
11 4 (4.08%) SAP BW
Development Applications
1 14 (14.29%) Talend Open Studio
2 3 (3.06%) SQL Server Management Studio (SSMS)
General
1 37 (37.76%) Finance
2 32 (32.65%) Retail
3 11 (11.22%) Telecoms
4 7 (7.14%) Games
5 2 (2.04%) Billing
6 1 (1.02%) Pharmaceutical
Job Titles
1 38 (38.78%) Developer
2 22 (22.45%) Consultant
3 15 (15.31%) Business Intelligence Developer
4 14 (14.29%) Analyst
5 13 (13.27%) Business Analyst
6 10 (10.20%) ETL Developer
7 8 (8.16%) Data Warehouse Developer
8 7 (7.14%) Senior Consultant
8 7 (7.14%) Hyperion Consultant
8 7 (7.14%) Business Intelligence Analyst
9 6 (6.12%) SQL Developer
9 6 (6.12%) Business Systems Analyst
9 6 (6.12%) Systems Analyst
10 5 (5.10%) Business Developer
10 5 (5.10%) Business Intelligence Specialist
10 5 (5.10%) Senior Business Intelligence Specialist
11 4 (4.08%) SAP Developer
12 3 (3.06%) Technology Manager
12 3 (3.06%) Data Analytics Manager
12 3 (3.06%) Data Manager
Libraries, Frameworks & Software Standards
1 24 (24.49%) Middleware
2 11 (11.22%) .NET
3 7 (7.14%) Java EE
3 7 (7.14%) Oracle Fusion
4 2 (2.04%) MDX
5 1 (1.02%) Ajax
5 1 (1.02%) ASP.NET
5 1 (1.02%) COM
5 1 (1.02%) XML
5 1 (1.02%) XSL
5 1 (1.02%) HTML
Miscellaneous
1 31 (31.63%) Analytical Skills
2 18 (18.37%) Data Integration
3 8 (8.16%) FMCG
4 7 (7.14%) Management Information System
4 7 (7.14%) Data Extraction
5 6 (6.12%) Data Structures
5 6 (6.12%) Data Conversion
6 5 (5.10%) Blog
6 5 (5.10%) Enterprise Software
7 3 (3.06%) Visualisation
8 2 (2.04%) Mathematics
8 2 (2.04%) Physics
8 2 (2.04%) Computer Science
Operating Systems
1 3 (3.06%) Linux
2 2 (2.04%) UNIX
Processes & Methodologies
1 63 (64.29%) Business Intelligence
2 37 (37.76%) Analytics
3 24 (24.49%) Project Management
3 24 (24.49%) ERP
4 21 (21.43%) Enterprise Architecture
5 19 (19.39%) Data Management
6 15 (15.31%) CRM
7 14 (14.29%) Data Analysis
7 14 (14.29%) Data Architecture
8 12 (12.24%) Agile Software Development
9 9 (9.18%) SOA
9 9 (9.18%) Migration
9 9 (9.18%) Performance Tuning
10 7 (7.14%) Master Data Management
10 7 (7.14%) Data Migration
10 7 (7.14%) Data Governance
10 7 (7.14%) Scrum
10 7 (7.14%) EAI
10 7 (7.14%) Data Modelling
10 7 (7.14%) Quality Management
Programming Languages
1 50 (51.02%) SQL
2 22 (22.45%) Java
3 20 (20.41%) T-SQL
4 14 (14.29%) VBA
5 13 (13.27%) C#
6 9 (9.18%) PL/SQL
7 7 (7.14%) VB
8 2 (2.04%) Perl
8 2 (2.04%) R
9 1 (1.02%) VBScript
Qualifications
1 25 (25.51%) Security Cleared
2 21 (21.43%) SC Cleared
3 10 (10.20%) Degree
Quality Assurance & Compliance
1 7 (7.14%) Data Quality
2 6 (6.12%) ISO 9001
3 1 (1.02%) QA
Systems Management
1 4 (4.08%) MOM
Vendors
1 45 (45.92%) Oracle
2 27 (27.55%) Microsoft
3 21 (21.43%) Informatica
4 14 (14.29%) IBM
4 14 (14.29%) SAP
4 14 (14.29%) Talend
5 13 (13.27%) Tableau
5 13 (13.27%) TIBCO
6 11 (11.22%) Business Objects
6 11 (11.22%) Hyperion
7 7 (7.14%) Actuate
7 7 (7.14%) Google
7 7 (7.14%) MicroStrategy
8 4 (4.08%) Fujitsu
8 4 (4.08%) Ab Initio
9 2 (2.04%) Cognos
10 1 (1.02%) Siebel
10 1 (1.02%) Sage
10 1 (1.02%) Salesforce.com