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 28 June 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
28 Jun 2017
Same period 2016 Same period 2015
Rank 87 104 114
Rank change year-on-year +17 +10  
Permanent jobs citing ETL 56 42 61
As % of all permanent IT jobs advertised in Hertfordshire 2.69% 1.84% 2.14%
As % of the Processes & Methodologies category 3.09% 2.11% 2.47%
Number of salaries quoted 45 38 52
Median salary £45,000 £52,500 £46,250
Median salary % change year-on-year -14.28% +13.51%  
90% offered a salary of more than £42,500 £45,000 £37,750
10% offered a salary of more than £91,000 £70,000 £50,000
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 1814 1994 2470
As % of all permanent IT job vacancies advertised in Hertfordshire 87.25% 87.23% 86.51%
Number of salaries quoted 1534 1634 1957
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26%  
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £72,500 £67,500 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 28 June 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 28 June 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
Watford 0 29 £57,500 +9.52% 2
Hatfield - 8 £42,500 - 1
Potters Bar - 6 £44,000 -
Stevenage +16 3 £50,000 +11.11%
Rickmansworth +8 3 £75,000 +20.00%
Hemel Hempstead +7 2 £52,500 +50.00%
St Albans 0 2 - -
Letchworth - 1 - -
ETL
East of England

For the 6 months to 28 June 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 86 (90.53%) SQL
2 60 (63.16%) SQL Server Integration Services
3 55 (57.89%) SQL Server
4 50 (52.63%) SQL Server Reporting Services
5 48 (50.53%) T-SQL
6 39 (41.05%) Business Intelligence
7 37 (38.95%) Finance
8 36 (37.89%) Data Warehouse
9 34 (35.79%) Analytical Skills
10 28 (29.47%) Oracle
11 26 (27.37%) Agile Software Development
12 24 (25.26%) PL/SQL
12 24 (25.26%) Oracle Database
13 23 (24.21%) Analytics
14 22 (23.16%) .NET
14 22 (23.16%) SQL Server Analysis Services
15 21 (22.11%) C#
16 20 (21.05%) Java
17 19 (20.00%) Visualisation
17 19 (20.00%) Data Analytics
18 18 (18.95%) SQL Server 2012
18 18 (18.95%) Tableau
18 18 (18.95%) QlikView
19 17 (17.89%) Teradata
19 17 (17.89%) Data Modelling
20 16 (16.84%) Microsoft
20 16 (16.84%) Data Visualisation
21 15 (15.79%) SQL Server 2008
21 15 (15.79%) Degree
21 15 (15.79%) Migration

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 14 (14.74%) SAS
2 1 (1.05%) SharePoint
Applications
1 11 (11.58%) SPSS
2 3 (3.16%) Microsoft Excel
2 3 (3.16%) MS Visio
3 2 (2.11%) Microsoft PowerPoint
Business Applications
1 4 (4.21%) Dynamics CRM
1 4 (4.21%) FastStats
2 1 (1.05%) Dynamics AX
Cloud Services
1 1 (1.05%) Amazon AWS
1 1 (1.05%) IaaS
1 1 (1.05%) Microsoft Azure
1 1 (1.05%) SaaS
Communications & Networking
1 1 (1.05%) Unified Communications
Database & Business Intelligence
1 60 (63.16%) SQL Server Integration Services
2 55 (57.89%) SQL Server
3 50 (52.63%) SQL Server Reporting Services
4 36 (37.89%) Data Warehouse
5 24 (25.26%) Oracle Database
6 22 (23.16%) SQL Server Analysis Services
7 18 (18.95%) QlikView
7 18 (18.95%) SQL Server 2012
8 15 (15.79%) SQL Server 2008
9 13 (13.68%) Big Data
9 13 (13.68%) BusinessObjects
10 12 (12.63%) OLAP
11 11 (11.58%) Oracle ODI
12 8 (8.42%) DTS
12 8 (8.42%) GIS
12 8 (8.42%) Hadoop
13 7 (7.37%) RDBMS
13 7 (7.37%) Relational Database
14 6 (6.32%) Oracle Database 10g
14 6 (6.32%) Power BI
Development Applications
1 6 (6.32%) Oracle Forms
2 3 (3.16%) Talend Open Studio
3 1 (1.05%) SQL Server Management Studio (SSMS)
General
1 37 (38.95%) Finance
2 6 (6.32%) Banking
3 4 (4.21%) Marketing
4 3 (3.16%) Pharmaceutical
5 2 (2.11%) Advertising
5 2 (2.11%) Retail
6 1 (1.05%) Billing
Job Titles
1 54 (56.84%) Developer
2 23 (24.21%) SQL Developer
3 20 (21.05%) Data Warehouse Developer
4 18 (18.95%) Data Manager
5 17 (17.89%) Senior Developer
6 16 (16.84%) Senior Data Warehouse Developer
7 14 (14.74%) Analytics Manager
7 14 (14.74%) Data Analytics Manager
8 13 (13.68%) Business Intelligence Developer
9 11 (11.58%) Senior Analytics Manager
9 11 (11.58%) Senior Manager
9 11 (11.58%) Technical Manager
10 8 (8.42%) DBA
10 8 (8.42%) Fraud Manager
10 8 (8.42%) Senior Technical Manager
10 8 (8.42%) Software Manager
11 7 (7.37%) Analyst
11 7 (7.37%) Oracle Developer
11 7 (7.37%) SQL DBA
12 6 (6.32%) Consultant
Libraries, Frameworks & Software Standards
1 22 (23.16%) .NET
2 6 (6.32%) Oracle ADF
3 5 (5.26%) MDX
4 3 (3.16%) Elastic Stack
5 2 (2.11%) SAP XI
6 1 (1.05%) Visualforce
Miscellaneous
1 34 (35.79%) Analytical Skills
2 6 (6.32%) Replication
3 2 (2.11%) Clustering
4 1 (1.05%) Blog
4 1 (1.05%) Computer Science
4 1 (1.05%) Greenfield Project
4 1 (1.05%) Management Information System
4 1 (1.05%) Virtual Team
Operating Systems
1 7 (7.37%) Windows
1 7 (7.37%) Windows Server
Processes & Methodologies
1 39 (41.05%) Business Intelligence
2 26 (27.37%) Agile Software Development
3 23 (24.21%) Analytics
4 19 (20.00%) Data Analytics
4 19 (20.00%) Visualisation
5 17 (17.89%) Data Modelling
6 16 (16.84%) Data Visualisation
7 15 (15.79%) Migration
8 14 (14.74%) Waterfall
9 12 (12.63%) Mentoring
10 11 (11.58%) Anti-Money Laundering
10 11 (11.58%) CRM
10 11 (11.58%) Programme Management
10 11 (11.58%) Project Management
10 11 (11.58%) Resource Management
10 11 (11.58%) Stakeholder Management
11 10 (10.53%) Data Migration
11 10 (10.53%) OO
11 10 (10.53%) OOA/OOD
11 10 (10.53%) Parallel Processing
Programming Languages
1 86 (90.53%) SQL
2 48 (50.53%) T-SQL
3 24 (25.26%) PL/SQL
4 21 (22.11%) C#
5 20 (21.05%) Java
6 14 (14.74%) Python
6 14 (14.74%) VB.NET
7 10 (10.53%) Shell Script
8 4 (4.21%) R
9 3 (3.16%) MATLAB
9 3 (3.16%) PowerShell
9 3 (3.16%) VBScript
10 1 (1.05%) Apex Code
10 1 (1.05%) SOQL
10 1 (1.05%) VBA
Qualifications
1 15 (15.79%) Degree
2 3 (3.16%) Security Cleared
3 2 (2.11%) CBAP
3 2 (2.11%) ISEB
3 2 (2.11%) Microsoft Certification
4 1 (1.05%) Computer Science Degree
4 1 (1.05%) MCSA
4 1 (1.05%) MCSE
Quality Assurance & Compliance
1 8 (8.42%) Data Quality
2 2 (2.11%) SLA
Systems Management
1 11 (11.58%) Tivoli
2 3 (3.16%) Opscode Chef
2 3 (3.16%) OSSEC
Vendors
1 28 (29.47%) Oracle
2 18 (18.95%) Tableau
3 17 (17.89%) Teradata
4 16 (16.84%) Microsoft
5 14 (14.74%) SAP
6 4 (4.21%) RedGate
7 3 (3.16%) Talend
7 3 (3.16%) VMware
8 2 (2.11%) Informatica
9 1 (1.05%) Computacenter
9 1 (1.05%) Salesforce.com
9 1 (1.05%) Sybase
Watford, Hertfordshire
Understanding Recruitment
Salary: £48000 - £55000 per annum + benefits
Posted: 3 days ago
Hatfield, Hertfordshire
Computacenter
Salary: Benefits
Posted: 27 days ago