The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
East of England / Hertfordshire
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 105 118 131
Rank change year-on-year +13 +13  
Permanent jobs citing ETL 40 38 29
As % of all permanent IT jobs advertised in Hertfordshire 1.79% 1.46% 1.21%
As % of the Processes & Methodologies category 2.04% 1.69% 1.49%
Number of salaries quoted 23 31 25
Median salary £55,000 £45,000 £55,000
Median salary % change year-on-year +22.22% -18.18%  
90% offered a salary of more than £38,000 £40,000 £42,700
10% offered a salary of more than £74,500 £60,000 £73,000
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Hertfordshire with a requirement for process and methodology skills.

Process & Methodology Skills
Hertfordshire
Permanent job vacancies with a requirement for process and methodology skills 1964 2245 1947
As % of all permanent IT job vacancies advertised in Hertfordshire 87.99% 86.25% 81.29%
Number of salaries quoted 1636 1811 1521
Median salary £49,000 £52,318 £50,000
Median salary % change year-on-year -6.34% +4.63%  
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £70,000 £70,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in Hertfordshire

The job posting trend of jobs advertised in Hertfordshire citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in Hertfordshire

ETL
Salary Trend in Hertfordshire

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

Salary trend for ETL in Hertfordshire

ETL
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing ETL in Hertfordshire over the 3 months to 29 March 2017.

Salary histogram for ETL 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 29 March 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 -2 13 £55,000 -8.33%
Watford +1 6 £55,000 - 2
Hatfield +28 2 £65,000 +52.94% 1
Rickmansworth +1 2 £75,000 - 1
Potters Bar -2 1 £44,000 -12.00% 1
Letchworth -10 1 - -
Borehamwood - 1 £45,000 -
ETL
East of England

For the 6 months to 29 March 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 73 (83.91%) SQL
2 57 (65.52%) SQL Server
3 45 (51.72%) SQL Server Integration Services
4 43 (49.43%) SQL Server Reporting Services
5 41 (47.13%) Java
5 41 (47.13%) Business Intelligence
6 34 (39.08%) T-SQL
7 30 (34.48%) Finance
8 29 (33.33%) Analytics
9 28 (32.18%) Analytical Skills
10 26 (29.89%) Oracle
11 24 (27.59%) Tableau
12 23 (26.44%) Data Warehouse
13 22 (25.29%) .NET
13 22 (25.29%) Visualisation
13 22 (25.29%) Data Analytics
14 21 (24.14%) Oracle Database
14 21 (24.14%) Agile Software Development
14 21 (24.14%) Degree
14 21 (24.14%) PL/SQL
15 20 (22.99%) Data Visualisation
16 19 (21.84%) SQL Server Analysis Services
16 19 (21.84%) C#
17 17 (19.54%) QlikView
17 17 (19.54%) VB.NET
17 17 (19.54%) SAP
17 17 (19.54%) Python
17 17 (19.54%) SAS
18 16 (18.39%) Microsoft
18 16 (18.39%) Oracle Database 10g

ETL
Co-occurring 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 17 (19.54%) SAS
2 7 (8.05%) Tomcat
3 4 (4.60%) Adobe Experience Manager
3 4 (4.60%) Apache
3 4 (4.60%) CMS
3 4 (4.60%) MQSeries
3 4 (4.60%) WebSphere
4 2 (2.30%) SharePoint
5 1 (1.15%) Drupal
5 1 (1.15%) Oracle SOA Suite
Applications
1 14 (16.09%) SPSS
2 4 (4.60%) MS Excel
3 2 (2.30%) MS Visio
4 1 (1.15%) MS PowerPoint
Business Applications
1 4 (4.60%) Magento
2 1 (1.15%) Dynamics CRM
2 1 (1.15%) Maximo
2 1 (1.15%) SAP BPC
Cloud Services
1 4 (4.60%) Force.com
1 4 (4.60%) SaaS
2 2 (2.30%) Amazon AWS
2 2 (2.30%) IaaS
3 1 (1.15%) Microsoft Azure
3 1 (1.15%) PaaS
Communications & Networking
1 4 (4.60%) Internet
2 1 (1.15%) DNS
2 1 (1.15%) Firewall
2 1 (1.15%) FTP
2 1 (1.15%) Unified Communications
Database & Business Intelligence
1 57 (65.52%) SQL Server
2 45 (51.72%) SQL Server Integration Services
3 43 (49.43%) SQL Server Reporting Services
4 23 (26.44%) Data Warehouse
5 21 (24.14%) Oracle Database
6 19 (21.84%) SQL Server Analysis Services
7 17 (19.54%) QlikView
8 16 (18.39%) BusinessObjects
8 16 (18.39%) Oracle Database 10g
9 13 (14.94%) Big Data
9 13 (14.94%) GIS
10 12 (13.79%) Hadoop
11 9 (10.34%) Power BI
11 9 (10.34%) SQL Server 2012
12 7 (8.05%) OLAP
13 5 (5.75%) Microsoft Analysis Services
13 5 (5.75%) SQL Server 2014
14 4 (4.60%) Jackrabbit
14 4 (4.60%) OLAP Cube
14 4 (4.60%) SQL Server 2016
Development Applications
1 16 (18.39%) Oracle Forms
2 8 (9.20%) Talend Open Studio
3 4 (4.60%) Eclipse
3 4 (4.60%) Git (software)
3 4 (4.60%) JUnit
3 4 (4.60%) Log4j
3 4 (4.60%) Maven
3 4 (4.60%) Mockito
3 4 (4.60%) Subversion
4 3 (3.45%) SQL Server Management Studio (SSMS)
5 1 (1.15%) Team Foundation Server
General
1 30 (34.48%) Finance
2 5 (5.75%) Advertising
3 3 (3.45%) Billing
4 2 (2.30%) Banking
4 2 (2.30%) Games
4 2 (2.30%) Manufacturing
4 2 (2.30%) Pharmaceutical
4 2 (2.30%) Retail
5 1 (1.15%) Automotive
Job Titles
1 48 (55.17%) Developer
2 18 (20.69%) Analytics Manager
2 18 (20.69%) Data Analytics Manager
2 18 (20.69%) Data Manager
3 16 (18.39%) Oracle Developer
4 15 (17.24%) Senior Analytics Manager
4 15 (17.24%) Senior Manager
5 14 (16.09%) Technical Manager
6 12 (13.79%) Fraud Manager
6 12 (13.79%) Senior Technical Manager
6 12 (13.79%) Software Manager
7 10 (11.49%) Business Intelligence Developer
7 10 (11.49%) SQL Developer
8 7 (8.05%) Java Developer
8 7 (8.05%) Senior Developer
9 6 (6.90%) Data Warehouse Developer
9 6 (6.90%) Technical Leader
10 5 (5.75%) Analyst
11 4 (4.60%) Architect
11 4 (4.60%) J2EE Developer
Libraries, Frameworks & Software Standards
1 22 (25.29%) .NET
2 16 (18.39%) Oracle ADF
3 8 (9.20%) XML
4 7 (8.05%) Spring
4 7 (8.05%) Visualforce
5 6 (6.90%) REST
5 6 (6.90%) SOAP
5 6 (6.90%) Web Services
6 5 (5.75%) MDX
7 4 (4.60%) ActiveMQ
7 4 (4.60%) Apache Camel
7 4 (4.60%) EJB
7 4 (4.60%) J2EE
7 4 (4.60%) JDBC
7 4 (4.60%) JMS
7 4 (4.60%) JSON
7 4 (4.60%) JSP
7 4 (4.60%) Spring Security
7 4 (4.60%) XSD
7 4 (4.60%) XSLT
Miscellaneous
1 28 (32.18%) Analytical Skills
2 6 (6.90%) Computer Science
3 5 (5.75%) Management Information System
4 3 (3.45%) Replication
5 2 (2.30%) Data Structures
5 2 (2.30%) Life Science
6 1 (1.15%) Blog
6 1 (1.15%) Clustering
6 1 (1.15%) Fintech
Operating Systems
1 4 (4.60%) HPUX
1 4 (4.60%) Linux
1 4 (4.60%) Solaris
1 4 (4.60%) Unix
Processes & Methodologies
1 41 (47.13%) Business Intelligence
2 29 (33.33%) Analytics
3 22 (25.29%) Data Analytics
3 22 (25.29%) Visualisation
4 21 (24.14%) Agile Software Development
5 20 (22.99%) Data Visualisation
6 15 (17.24%) Project Management
6 15 (17.24%) Stakeholder Management
7 14 (16.09%) Anti-Money Laundering
7 14 (16.09%) Programme Management
7 14 (16.09%) Resource Management
8 12 (13.79%) Data Modelling
8 12 (13.79%) Migration
9 8 (9.20%) SDLC
10 7 (8.05%) Data Analysis
10 7 (8.05%) E-Commerce
10 7 (8.05%) Kimball Methodology
10 7 (8.05%) TDD
11 6 (6.90%) Data Protection
12 5 (5.75%) Data Cleansing
Programming Languages
1 73 (83.91%) SQL
2 41 (47.13%) Java
3 34 (39.08%) T-SQL
4 21 (24.14%) PL/SQL
5 19 (21.84%) C#
6 17 (19.54%) Python
6 17 (19.54%) VB.NET
7 7 (8.05%) Apex Code
7 7 (8.05%) SOQL
8 6 (6.90%) R
9 3 (3.45%) JavaScript
9 3 (3.45%) MATLAB
9 3 (3.45%) Shell Script
10 2 (2.30%) VBA
10 2 (2.30%) VBScript
11 1 (1.15%) PowerShell
Qualifications
1 21 (24.14%) Degree
2 1 (1.15%) CBAP
2 1 (1.15%) ISEB
2 1 (1.15%) Microsoft Certification
2 1 (1.15%) Security Cleared
Quality Assurance & Compliance
1 1 (1.15%) Data Quality
1 1 (1.15%) SLA
Systems Management
1 3 (3.45%) Tivoli
2 2 (2.30%) WebSphere Cast Iron
Vendors
1 26 (29.89%) Oracle
2 24 (27.59%) Tableau
3 17 (19.54%) SAP
4 16 (18.39%) Microsoft
5 8 (9.20%) Talend
6 7 (8.05%) Salesforce.com
7 6 (6.90%) IBM
8 4 (4.60%) ATG
8 4 (4.60%) Blue Martini
8 4 (4.60%) Teradata
9 3 (3.45%) hybris
10 2 (2.30%) Jitterbit
11 1 (1.15%) Citrix
11 1 (1.15%) Cognos
11 1 (1.15%) Computacenter
11 1 (1.15%) ESRI
11 1 (1.15%) Informatica
11 1 (1.15%) Sybase
11 1 (1.15%) VMware
Potters Bar, Hertfordshire
Understanding Recruitment
Salary: £40000.00 - £48000.00 per annum + bonus + benefits
Posted: 2 days ago
Stevenage, Hertfordshire
Oscar
Salary: £40000 - £55000 per annum + Benefits
Posted: Yesterday
Rickmansworth, Hertfordshire
Empiric.com
Salary: From £75,000 to £75,000 per annum
Posted: 6 days ago
Hatfield, Hertfordshire
ComputaCenter
Salary: Benefits
Posted: 15 days ago
Watford
Mint
Salary: £50000 - £60000 per annum + Excellent
Posted: 16 days ago
Hertfordshire
Mint
Salary: £50000 - £60000 per annum + Excellent
Posted: 15 days ago
Watford
Mint
Salary: £50000 - £57000 per annum + Excellent
Posted: 20 days ago