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 24 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 92 88 109
Rank change year-on-year
-4 +21
Permanent jobs citing ETL 40 67 33
As % of all permanent IT jobs located in Hertfordshire 2.04% 2.73% 1.38%
As % of the Processes & Methodologies category 2.42% 3.19% 1.64%
Number of salaries quoted 33 64 20
Median salary £52,500 £45,500 £48,750
Median salary % change year-on-year
+15.38% -6.66%
90% offered a salary of more than £45,000 £35,000 £40,850
10% offered a salary of more than £70,000 £53,500 £92,500
UK excluding London median salary £45,000 £46,000 £45,000
% change year-on-year
-2.17% +2.22%
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 2101 2013
As % of all permanent IT jobs located in Hertfordshire 84.29% 85.51% 84.23%
Number of salaries quoted 1418 1813 1650
Median salary £50,000 £49,750 £47,500
Median salary % change year-on-year
+0.50% +4.73%
90% offered a salary of more than £32,500 £31,500 £32,500
10% offered a salary of more than £70,000 £75,000 £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 24 August 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 24 August 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 +38 22 £55,000 +57.14%
St Albans +11 6 - -
Stevenage -5 5 £45,000 +20.00%
Borehamwood +5 1 £37,500 -11.76%
Rickmansworth - 1 - -
ETL
East of England

ETL
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 24 August 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 67 (85.90%) SQL
2 59 (75.64%) Business Intelligence
3 50 (64.10%) T-SQL
4 45 (57.69%) SQL Server
5 39 (50.00%) Data Warehouse
6 38 (48.72%) Oracle
7 36 (46.15%) SQL Server Integration Services
8 34 (43.59%) Analytical Skills
9 31 (39.74%) Performance Tuning
10 28 (35.90%) Data Modelling
11 25 (32.05%) Java
11 25 (32.05%) Degree
11 25 (32.05%) Finance
11 25 (32.05%) Power BI
12 24 (30.77%) Microsoft
13 23 (29.49%) SQL Server Analysis Services
13 23 (29.49%) Database Tuning
14 22 (28.21%) VBA
14 22 (28.21%) SQL Server Reporting Services
15 21 (26.92%) SAP
15 21 (26.92%) SQL Server 2008
16 20 (25.64%) SQL Server 2012
16 20 (25.64%) Web Services
16 20 (25.64%) Retail
16 20 (25.64%) MDX
17 19 (24.36%) .NET
18 17 (21.79%) Management Information System
18 17 (21.79%) Time Management
19 16 (20.51%) ETL Development
19 16 (20.51%) Data Mining

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 8 (10.26%) WebLogic
2 6 (7.69%) SAS
3 5 (6.41%) SharePoint
4 1 (1.28%) Drupal
Applications
1 9 (11.54%) MS Excel
2 7 (8.97%) MS Office
3 6 (7.69%) SPSS
Business Applications
1 13 (16.67%) SAP BPC
2 2 (2.56%) Dynamics CRM
Cloud Services
1 1 (1.28%) SaaS
Communications & Networking
1 5 (6.41%) DNS
1 5 (6.41%) Firewall
2 3 (3.85%) PPP
Database & Business Intelligence
1 45 (57.69%) SQL Server
2 39 (50.00%) Data Warehouse
3 36 (46.15%) SQL Server Integration Services
4 25 (32.05%) Power BI
5 23 (29.49%) SQL Server Analysis Services
6 22 (28.21%) SQL Server Reporting Services
7 21 (26.92%) SQL Server 2008
8 20 (25.64%) SQL Server 2012
9 16 (20.51%) Data Mining
10 14 (17.95%) SAP Data Services
11 13 (16.67%) SAP BW
12 12 (15.38%) MS Access
13 10 (12.82%) Big Data
13 10 (12.82%) Hadoop
14 8 (10.26%) OLAP
14 8 (10.26%) Oracle BI Publisher
14 8 (10.26%) Oracle Reports
15 7 (8.97%) BusinessObjects
16 6 (7.69%) GIS
17 5 (6.41%) SQL Server 2005
Development Applications
1 12 (15.38%) Team Foundation Server
2 7 (8.97%) Talend Open Studio
3 4 (5.13%) Toad
4 1 (1.28%) SQL Server Management Studio (SSMS)
General
1 25 (32.05%) Finance
2 20 (25.64%) Retail
3 2 (2.56%) Pharmaceutical
4 1 (1.28%) Automotive
4 1 (1.28%) Manufacturing
4 1 (1.28%) Marketing
Job Titles
1 39 (50.00%) Developer
2 24 (30.77%) Business Intelligence Developer
3 13 (16.67%) Microsoft Developer
4 12 (15.38%) Analyst
4 12 (15.38%) Microsoft BI Developer
5 11 (14.10%) SQL Developer
6 9 (11.54%) Consultant
6 9 (11.54%) Oracle Developer
7 8 (10.26%) Data Manager
8 6 (7.69%) Analytics Manager
8 6 (7.69%) Data Consultant
8 6 (7.69%) Data Migration Consultant
8 6 (7.69%) Fraud Manager
8 6 (7.69%) Migration Consultant
8 6 (7.69%) Senior Analytics Manager
8 6 (7.69%) Senior Manager
8 6 (7.69%) Senior Technical Manager
8 6 (7.69%) SSRS Developer
8 6 (7.69%) Systems Analyst
8 6 (7.69%) Technical Manager
Libraries, Frameworks & Software Standards
1 20 (25.64%) MDX
1 20 (25.64%) Web Services
2 19 (24.36%) .NET
3 15 (19.23%) XML
4 12 (15.38%) REST
4 12 (15.38%) SOAP
5 1 (1.28%) Oracle GoldenGate
Miscellaneous
1 34 (43.59%) Analytical Skills
2 17 (21.79%) Management Information System
3 13 (16.67%) Computer Science
4 12 (15.38%) Virtual Team
5 10 (12.82%) Data Extraction
6 7 (8.97%) Data Conversion
6 7 (8.97%) Data Structures
7 6 (7.69%) Visualisation
8 4 (5.13%) iPad
9 3 (3.85%) Data Integration
10 1 (1.28%) Clustering
10 1 (1.28%) Mathematics
10 1 (1.28%) Physics
10 1 (1.28%) Replication
Operating Systems
1 10 (12.82%) Unix
2 6 (7.69%) Windows
Processes & Methodologies
1 59 (75.64%) Business Intelligence
2 31 (39.74%) Performance Tuning
3 28 (35.90%) Data Modelling
4 23 (29.49%) Database Tuning
5 17 (21.79%) Time Management
6 16 (20.51%) ETL Development
7 15 (19.23%) Data Cleansing
7 15 (19.23%) Enterprise Architecture
7 15 (19.23%) ERP
8 14 (17.95%) Analytics
9 13 (16.67%) SDLC
10 12 (15.38%) Data Analysis
10 12 (15.38%) Unit Testing
11 11 (14.10%) Project Management
12 10 (12.82%) Agile Software Development
12 10 (12.82%) Data Migration
12 10 (12.82%) Migration
13 8 (10.26%) Database Optimisation
13 8 (10.26%) Multithreading
13 8 (10.26%) Physical Data Model
Programming Languages
1 67 (85.90%) SQL
2 50 (64.10%) T-SQL
3 25 (32.05%) Java
4 22 (28.21%) VBA
5 13 (16.67%) PL/SQL
5 13 (16.67%) PowerShell
6 12 (15.38%) C#
7 9 (11.54%) VB
7 9 (11.54%) VBScript
8 6 (7.69%) C++
8 6 (7.69%) Python
8 6 (7.69%) VB.NET
9 4 (5.13%) Shell Script
10 1 (1.28%) R
Qualifications
1 25 (32.05%) Degree
2 6 (7.69%) SC Cleared
2 6 (7.69%) Security Cleared
3 2 (2.56%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 14 (17.95%) Data Quality
2 8 (10.26%) SLA
3 1 (1.28%) QA
System Software
1 1 (1.28%) Oracle RAC
Systems Management
1 1 (1.28%) Data Guard
Vendors
1 38 (48.72%) Oracle
2 24 (30.77%) Microsoft
3 21 (26.92%) SAP
4 15 (19.23%) Cognos
5 12 (15.38%) IBM
6 10 (12.82%) Tableau
7 7 (8.97%) Informatica
7 7 (8.97%) Talend
8 4 (5.13%) JDA
8 4 (5.13%) WSO2
Hertfordshire
Nigel Frank International Ltd
Salary: £53000 - £62000 per annum
Posted: Yesterday