The table below looks at the statistics for ETL skills in IT jobs advertised for the West Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 2 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
2 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 82 89 71
Rank change year-on-year
+7 -18
Permanent jobs citing ETL 117 139 188
As % of all permanent IT jobs located in West Yorkshire 3.17% 3.08% 3.63%
As % of the Processes & Methodologies category 3.51% 3.46% 4.08%
Number of salaries quoted 97 98 154
Median salary £45,000 £42,500 £47,500
Median salary % change year-on-year
+5.88% -10.52%
90% offered a salary of more than £35,000 £32,200 £35,000
10% offered a salary of more than £59,000 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £45,000
ETL
Yorkshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the West Yorkshire region.

Processes & Methodologies Category
West Yorkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
3331 4018 4605
As % of all permanent IT jobs located in West Yorkshire 90.22% 89.03% 88.88%
Number of salaries quoted 2898 3265 3614
Median salary £43,500 £42,500 £40,000
Median salary % change year-on-year
+2.35% +6.25%
90% offered a salary of more than £30,500 £30,000 £30,000
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in West Yorkshire

The demand trend of job ads across the West Yorkshire region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in West Yorkshire

ETL
Salary Trend in West Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL across the West Yorkshire region.

ETL Salary Trend in West Yorkshire

ETL
Salary Histogram in West Yorkshire

This chart provides a salary histogram for IT jobs citing ETL across the West Yorkshire region over the 3 months to 2 December 2016.

ETL Salary Histogram in West Yorkshire

ETL
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the West Yorkshire region over the 3 months to 2 December 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
Leeds -1 74 £45,000 -5.26% 9
Bradford +16 29 £40,000 +23.07% 1
Halifax -2 11 £70,000 +75.00%
Huddersfield +7 2 £35,000 -6.66%
Wakefield - 1 £32,500 - 2
ETL
Yorkshire

ETL
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 2 December 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 West Yorkshire region with a requirement for ETL.

1 188 (77.69%) SQL
2 187 (77.27%) SQL Server
3 150 (61.98%) SQL Server Integration Services
4 145 (59.92%) Business Intelligence
5 143 (59.09%) Microsoft
6 122 (50.41%) SQL Server Analysis Services
7 114 (47.11%) SQL Server Reporting Services
8 113 (46.69%) Data Warehouse
9 106 (43.80%) T-SQL
10 99 (40.91%) Agile Software Development
11 80 (33.06%) MS Excel
12 70 (28.93%) SQL Server 2012
13 58 (23.97%) SQL Server 2014
14 56 (23.14%) Data Modelling
15 55 (22.73%) C#
16 50 (20.66%) Finance
17 49 (20.25%) Microsoft Azure
18 43 (17.77%) Team Foundation Server
19 42 (17.36%) Analytics
20 40 (16.53%) Big Data
21 39 (16.12%) Kimball Methodology
21 39 (16.12%) Hadoop
22 38 (15.70%) SQL Server 2008
23 36 (14.88%) Visual Studio
24 35 (14.46%) PowerShell
25 34 (14.05%) SQL Server 2016
26 31 (12.81%) SSDT
26 31 (12.81%) Tableau
27 30 (12.40%) Data Integration
27 30 (12.40%) Oracle

ETL
Top Related IT Skills in West Yorkshire 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 19 (7.85%) SAS
2 4 (1.65%) Apache Spark
3 3 (1.24%) Oracle SOA Suite
4 2 (0.83%) Elasticsearch
4 2 (0.83%) WebSphere
5 1 (0.41%) BizTalk Server
5 1 (0.41%) Confluence
5 1 (0.41%) WebSphere Application Server
5 1 (0.41%) WebSphere Process Server
Applications
1 80 (33.06%) MS Excel
2 10 (4.13%) MS Office
2 10 (4.13%) SPSS
3 1 (0.41%) MS PowerPoint
3 1 (0.41%) MS Project
Business Applications
1 1 (0.41%) StreamServe
Cloud Services
1 49 (20.25%) Microsoft Azure
2 5 (2.07%) Amazon AWS
3 3 (1.24%) Google Cloud Platform
Communications & Networking
1 1 (0.41%) FTP
Database & Business Intelligence
1 187 (77.27%) SQL Server
2 150 (61.98%) SQL Server Integration Services
3 122 (50.41%) SQL Server Analysis Services
4 114 (47.11%) SQL Server Reporting Services
5 113 (46.69%) Data Warehouse
6 70 (28.93%) SQL Server 2012
7 58 (23.97%) SQL Server 2014
8 40 (16.53%) Big Data
9 39 (16.12%) Hadoop
10 38 (15.70%) SQL Server 2008
11 34 (14.05%) SQL Server 2016
12 31 (12.81%) SSDT
13 28 (11.57%) OLAP
14 26 (10.74%) OLAP Cube
14 26 (10.74%) Relational Database
15 24 (9.92%) Power BI
16 23 (9.50%) NoSQL
17 20 (8.26%) Oracle Database
18 14 (5.79%) BusinessObjects
18 14 (5.79%) PowerPivot
Development Applications
1 43 (17.77%) Team Foundation Server
2 36 (14.88%) Visual Studio
3 10 (4.13%) Octopus Deploy
4 7 (2.89%) Git (software)
4 7 (2.89%) JIRA
5 4 (1.65%) Visual Studio Team System
6 3 (1.24%) Talend Open Studio
7 2 (0.83%) ERwin
8 1 (0.41%) MSTest
8 1 (0.41%) NUnit
8 1 (0.41%) SQL Server Management Studio (SSMS)
General
1 50 (20.66%) Finance
2 16 (6.61%) Retail
3 10 (4.13%) Banking
4 4 (1.65%) Advertising
5 1 (0.41%) Back Office
5 1 (0.41%) Manufacturing
Job Titles
1 154 (63.64%) Developer
2 85 (35.12%) SQL Developer
3 80 (33.06%) Business Intelligence Developer
4 47 (19.42%) SQL Server Developer
5 46 (19.01%) ETL Developer
6 35 (14.46%) SQL BI Developer
7 26 (10.74%) SSIS Developer
8 24 (9.92%) Database Developer
9 21 (8.68%) Business Developer
9 21 (8.68%) DBA
9 21 (8.68%) SQL Database Developer
9 21 (8.68%) SQL Server BI Developer
10 19 (7.85%) SSAS Developer
11 18 (7.44%) Agile Developer
11 18 (7.44%) Data Warehouse Developer
11 18 (7.44%) Senior Developer
12 17 (7.02%) Architect
12 17 (7.02%) SQL DBA
13 16 (6.61%) Data Architect
14 13 (5.37%) SSRS Developer
Libraries, Frameworks & Software Standards
1 23 (9.50%) Web Services
2 19 (7.85%) .NET
3 18 (7.44%) XML
4 12 (4.96%) JSON
5 11 (4.55%) WCF
5 11 (4.55%) WPF
6 10 (4.13%) ASP.NET Web API
6 10 (4.13%) MDX
7 6 (2.48%) CSS
7 6 (2.48%) HTML
8 5 (2.07%) .NET Framework
9 4 (1.65%) ASP.NET
10 3 (1.24%) Middleware
10 3 (1.24%) Oracle GoldenGate
11 1 (0.41%) LINQ
11 1 (0.41%) WF
11 1 (0.41%) WinForms
Miscellaneous
1 30 (12.40%) Data Integration
2 25 (10.33%) Analytical Skills
3 20 (8.26%) Visualisation
4 14 (5.79%) Management Information System
5 12 (4.96%) Credit Risk
6 11 (4.55%) Statistics
7 8 (3.31%) Replication
8 5 (2.07%) Computer Science
8 5 (2.07%) Data Protection Act
9 3 (1.24%) Mathematics
10 2 (0.83%) Applied Mathematics
10 2 (0.83%) Fintech
10 2 (0.83%) N-Tier
11 1 (0.41%) Cryptography
11 1 (0.41%) Data Extraction
11 1 (0.41%) Enterprise Software
11 1 (0.41%) HACMP
11 1 (0.41%) NHS
11 1 (0.41%) Physics
11 1 (0.41%) Reference Data
Operating Systems
1 2 (0.83%) Unix
1 2 (0.83%) Windows
2 1 (0.41%) AIX
2 1 (0.41%) Linux
2 1 (0.41%) Red Hat Enterprise Linux
Processes & Methodologies
1 145 (59.92%) Business Intelligence
2 99 (40.91%) Agile Software Development
3 56 (23.14%) Data Modelling
4 42 (17.36%) Analytics
5 39 (16.12%) Kimball Methodology
6 29 (11.98%) DevOps
7 26 (10.74%) Inmon Methodology
8 24 (9.92%) Data Management
9 23 (9.50%) Migration
10 21 (8.68%) E-Commerce
11 16 (6.61%) Continuous Improvement
12 15 (6.20%) Data Visualisation
12 15 (6.20%) ETL Development
12 15 (6.20%) SOA
13 14 (5.79%) Scrum
14 12 (4.96%) Predictive Analytics
15 11 (4.55%) Data Analytics
16 10 (4.13%) Performance Tuning
16 10 (4.13%) SDLC
16 10 (4.13%) Web Development
Programming Languages
1 188 (77.69%) SQL
2 106 (43.80%) T-SQL
3 55 (22.73%) C#
4 35 (14.46%) PowerShell
5 16 (6.61%) Python
6 14 (5.79%) Data Analysis Expressions (DAX)
7 10 (4.13%) VB.NET
8 8 (3.31%) VB
9 7 (2.89%) JavaScript
9 7 (2.89%) PL/SQL
10 4 (1.65%) VBA
11 3 (1.24%) Java
11 3 (1.24%) Shell Script
12 1 (0.41%) AWK
12 1 (0.41%) C++
12 1 (0.41%) Perl
Qualifications
1 19 (7.85%) Degree
2 11 (4.55%) Microsoft Certification
3 4 (1.65%) MCITP
3 4 (1.65%) MCSA
3 4 (1.65%) MCSE
3 4 (1.65%) MCTS
4 1 (0.41%) PhD
Quality Assurance & Compliance
1 26 (10.74%) Data Quality
2 4 (1.65%) PCI DSS
3 3 (1.24%) QA
System Software
1 1 (0.41%) Tivoli Workload Scheduler
Systems Management
1 1 (0.41%) Tivoli
1 1 (0.41%) Tivoli Storage Manager
Vendors
1 143 (59.09%) Microsoft
2 31 (12.81%) Tableau
3 30 (12.40%) Oracle
4 17 (7.02%) Splunk
5 8 (3.31%) SAP
6 7 (2.89%) Cognos
6 7 (2.89%) IBM
7 4 (1.65%) MicroStrategy
7 4 (1.65%) Remedy
7 4 (1.65%) Sun
8 3 (1.24%) Google
8 3 (1.24%) Talend
9 2 (0.83%) Avaya
9 2 (0.83%) Genesys
9 2 (0.83%) Sybase
10 1 (0.41%) Informatica
10 1 (0.41%) NetApp
10 1 (0.41%) Sage
Leeds, West Yorkshire
ANSON MCCADE
Salary: £75,000 - £95,000
Posted: Yesterday
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £30,000 to £45,000 per annum
Posted: 3 days ago
Leeds
Nigel Frank International
Salary: £35000 - £45000 per annum + Company bonus + Benefits
Posted: 3 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £55,000 per annum
Posted: 2 days ago
Wakefield
Nigel Frank International
Salary: £35000 - £45000 per annum + benefits and bonus package
Posted: 8 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £40,000 to £48,000 per annum + Bonus +Bens + Flexible Working
Posted: 3 days ago
Bradford
Computer Futures
Salary: competitive
Posted: 24 days ago