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 26 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 95 127 124
Rank change year-on-year
+32 -3
Permanent jobs citing ETL 36 28 32
As % of all permanent IT jobs located in Hertfordshire 1.75% 1.24% 1.26%
As % of the Processes & Methodologies category 2.07% 1.57% 1.58%
Number of salaries quoted 28 23 24
Median salary £51,250 £47,500 £40,000
Median salary % change year-on-year
+7.89% +18.75%
90% offered a salary of more than £39,250 £37,500 £22,500
10% offered a salary of more than £70,000 £71,000 £51,750
UK excluding London median salary £45,000 £45,000 £44,500
% change year-on-year
- +1.12%
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
1739 1784 2019
As % of all permanent IT jobs located in Hertfordshire 84.46% 79.11% 79.55%
Number of salaries quoted 1425 1406 1626
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £33,500 £31,000 £32,500
10% offered a salary of more than £74,000 £70,000 £68,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 26 May 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 26 May 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 +18 13 £51,250 -6.81% 2
St Albans +29 4 £53,000 +8.16%
Stevenage - 4 £40,000 -
Rickmansworth - 4 £62,500 - 1
Borehamwood +2 1 £37,500 -
Hemel Hempstead - 1 £35,000 -
Potters Bar - 1 £50,000 -
Royston - 1 - -
ETL
East of England

ETL
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 26 May 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 59 (78.67%) SQL
2 45 (60.00%) Business Intelligence
3 38 (50.67%) Data Warehouse
4 35 (46.67%) SQL Server
5 32 (42.67%) T-SQL
5 32 (42.67%) SQL Server Integration Services
6 25 (33.33%) SQL Server Analysis Services
7 21 (28.00%) Oracle
7 21 (28.00%) Finance
8 20 (26.67%) SQL Server Reporting Services
9 19 (25.33%) Agile Software Development
10 18 (24.00%) Retail
11 17 (22.67%) SDLC
12 14 (18.67%) Degree
12 14 (18.67%) MDX
12 14 (18.67%) SQL Server 2008
12 14 (18.67%) Analytics
12 14 (18.67%) Data Mining
12 14 (18.67%) Data Modelling
13 13 (17.33%) Java
13 13 (17.33%) OLAP
13 13 (17.33%) Tableau
13 13 (17.33%) Enterprise Architecture
13 13 (17.33%) Analytical Skills
14 12 (16.00%) Performance Tuning
14 12 (16.00%) PL/SQL
14 12 (16.00%) E-Commerce
14 12 (16.00%) ERP
14 12 (16.00%) Microsoft
15 11 (14.67%) .NET

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 5 (6.67%) WebLogic
2 3 (4.00%) SharePoint
3 2 (2.67%) IIS
3 2 (2.67%) Tomcat
4 1 (1.33%) BizTalk Server
4 1 (1.33%) JCAPS
4 1 (1.33%) Oracle SOA Suite
4 1 (1.33%) SAS
4 1 (1.33%) WebSphere
Applications
1 5 (6.67%) MS Excel
2 2 (2.67%) MS Office
3 1 (1.33%) SPSS
Business Applications
1 2 (2.67%) SAP BPC
2 1 (1.33%) Cognos TM1
2 1 (1.33%) Dynamics CRM
2 1 (1.33%) JDE OneWorld
Cloud Services
1 9 (12.00%) SaaS
Communications & Networking
1 2 (2.67%) PPP
2 1 (1.33%) Firewall
2 1 (1.33%) HTTP
2 1 (1.33%) NAS
2 1 (1.33%) SAN
2 1 (1.33%) TCP/IP
Database & Business Intelligence
1 38 (50.67%) Data Warehouse
2 35 (46.67%) SQL Server
3 32 (42.67%) SQL Server Integration Services
4 25 (33.33%) SQL Server Analysis Services
5 20 (26.67%) SQL Server Reporting Services
6 14 (18.67%) Data Mining
6 14 (18.67%) SQL Server 2008
7 13 (17.33%) OLAP
8 11 (14.67%) SQL Server 2012
9 10 (13.33%) Power BI
10 7 (9.33%) Hadoop
10 7 (9.33%) Relational Database
11 6 (8.00%) Big Data
11 6 (8.00%) RDBMS
12 5 (6.67%) OLAP Cube
12 5 (6.67%) Oracle BI Publisher
12 5 (6.67%) Oracle Database
12 5 (6.67%) Oracle Reports
12 5 (6.67%) SQL Server 2005
13 4 (5.33%) PowerPivot
Development Applications
1 4 (5.33%) Talend Open Studio
1 4 (5.33%) Toad
2 2 (2.67%) Oracle Forms
3 1 (1.33%) NUnit
3 1 (1.33%) Rational Rose
3 1 (1.33%) SQL Server Management Studio (SSMS)
3 1 (1.33%) Subversion
3 1 (1.33%) TeamCity
General
1 21 (28.00%) Finance
2 18 (24.00%) Retail
3 2 (2.67%) Pharmaceutical
4 1 (1.33%) Advertising
4 1 (1.33%) Manufacturing
4 1 (1.33%) Marketing
Job Titles
1 37 (49.33%) Developer
2 19 (25.33%) SQL Developer
3 11 (14.67%) Analyst
3 11 (14.67%) Architect
3 11 (14.67%) Business Intelligence Developer
4 9 (12.00%) Excel Developer
5 8 (10.67%) Oracle Developer
5 8 (10.67%) SQL Server Developer
5 8 (10.67%) Tableau Developer
6 7 (9.33%) Systems Analyst
7 6 (8.00%) Consultant
7 6 (8.00%) Data Architect
7 6 (8.00%) Senior Developer
8 5 (6.67%) DBA
8 5 (6.67%) Solutions Architect
8 5 (6.67%) SQL BI Developer
8 5 (6.67%) SQL DBA
8 5 (6.67%) SSRS Developer
9 4 (5.33%) ETL Developer
9 4 (5.33%) Junior
Libraries, Frameworks & Software Standards
1 14 (18.67%) MDX
2 11 (14.67%) .NET
3 10 (13.33%) XML
4 8 (10.67%) ASP.NET
5 7 (9.33%) ASP.NET MVC
6 6 (8.00%) Web Services
7 4 (5.33%) HTML
8 2 (2.67%) .NET Framework
8 2 (2.67%) ADO.NET
8 2 (2.67%) ASP.NET MVC 4
8 2 (2.67%) CSS
8 2 (2.67%) Entity Framework
8 2 (2.67%) LINQ
8 2 (2.67%) Spring
9 1 (1.33%) jQuery
9 1 (1.33%) JSON
9 1 (1.33%) Oracle Fusion
9 1 (1.33%) REST
9 1 (1.33%) Spring MVC
9 1 (1.33%) WCF
Miscellaneous
1 13 (17.33%) Analytical Skills
2 11 (14.67%) Computer Science
3 7 (9.33%) N-Tier
4 6 (8.00%) Data Integration
4 6 (8.00%) Data Structures
4 6 (8.00%) Management Information System
5 4 (5.33%) iPad
6 3 (4.00%) Data Conversion
6 3 (4.00%) Data Extraction
6 3 (4.00%) Mathematics
7 1 (1.33%) Economics
7 1 (1.33%) Enterprise Software
7 1 (1.33%) Physics
7 1 (1.33%) Private Cloud
7 1 (1.33%) Replication
7 1 (1.33%) RIA
7 1 (1.33%) Visualisation
Operating Systems
1 9 (12.00%) Windows
2 7 (9.33%) Unix
2 7 (9.33%) Windows Server
3 2 (2.67%) Linux
4 1 (1.33%) Apple iOS
4 1 (1.33%) Fedora
4 1 (1.33%) HPUX
Processes & Methodologies
1 45 (60.00%) Business Intelligence
2 19 (25.33%) Agile Software Development
3 17 (22.67%) SDLC
4 14 (18.67%) Analytics
4 14 (18.67%) Data Modelling
5 13 (17.33%) Enterprise Architecture
6 12 (16.00%) E-Commerce
6 12 (16.00%) ERP
6 12 (16.00%) Performance Tuning
7 9 (12.00%) MVC
7 9 (12.00%) Quality Management
8 8 (10.67%) Data Management
8 8 (10.67%) Database Tuning
9 7 (9.33%) B2B
9 7 (9.33%) Data Cleansing
9 7 (9.33%) Kimball Methodology
10 6 (8.00%) Multithreading
10 6 (8.00%) Project Management
10 6 (8.00%) Scrum
10 6 (8.00%) Time Management
Programming Languages
1 59 (78.67%) SQL
2 32 (42.67%) T-SQL
3 13 (17.33%) Java
4 12 (16.00%) PL/SQL
5 9 (12.00%) C#
6 8 (10.67%) VB.NET
7 7 (9.33%) VB
7 7 (9.33%) VBA
8 6 (8.00%) VBScript
9 4 (5.33%) Shell Script
10 2 (2.67%) JavaScript
11 1 (1.33%) PowerShell
11 1 (1.33%) Python
11 1 (1.33%) R
Qualifications
1 14 (18.67%) Degree
2 1 (1.33%) ITIL Foundation Certificate
2 1 (1.33%) Oracle Certification
Quality Assurance & Compliance
1 8 (10.67%) Data Quality
2 7 (9.33%) ISO/IEC 27001
3 5 (6.67%) SLA
4 2 (2.67%) QA
System Software
1 1 (1.33%) Oracle RAC
1 1 (1.33%) VMware Infrastructure
Systems Management
1 1 (1.33%) Data Guard
1 1 (1.33%) ZABBIX
Vendors
1 21 (28.00%) Oracle
2 13 (17.33%) Tableau
3 12 (16.00%) Microsoft
4 5 (6.67%) SAP
5 4 (5.33%) Cognos
5 4 (5.33%) JDA
5 4 (5.33%) Talend
5 4 (5.33%) WSO2
6 3 (4.00%) Informatica
7 2 (2.67%) HP
7 2 (2.67%) hybris
7 2 (2.67%) IBM
8 1 (1.33%) 3PAR
8 1 (1.33%) Brocade
8 1 (1.33%) Citrix
8 1 (1.33%) Dell
8 1 (1.33%) JD Edwards
8 1 (1.33%) Red Hat
8 1 (1.33%) Sun
8 1 (1.33%) TIBCO
Watford
Edward Carter Solutions
Salary: £45,000 - £55,000 per year + fantastic package
Posted: Yesterday
Watford
Vivid Resourcing
Posted: 9 days ago
Hertfordshire
Lawrence Harvey
Salary: £90000 - £100000.00 per annum + £6,000 car + 15-20% bonus + bens
Posted: 16 days ago
Maple Cross, Nr Rickmansworth, Hertforshire
Rushworths Associates
Salary: Competitive base + car/car allowance & benefits
Posted: 20 days ago