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 29 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 102 111 109
Rank change year-on-year
+9 -2
Permanent jobs citing ETL 98 118 114
As % of all permanent IT jobs located in West Yorkshire 2.51% 2.47% 2.34%
As % of the Processes & Methodologies category 2.77% 2.74% 2.68%
Number of salaries quoted 79 92 95
Median salary £44,000 £49,000 £43,164
Median salary % change year-on-year
-10.20% +13.52%
90% offered a salary of more than £36,000 £35,250 £35,000
10% offered a salary of more than £50,000 £74,000 £55,000
UK excluding London median salary £45,000 £46,500 £45,000
% change year-on-year
-3.22% +3.33%
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
3543 4304 4250
As % of all permanent IT jobs located in West Yorkshire 90.66% 90.06% 87.16%
Number of salaries quoted 3005 3409 3375
Median salary £44,000 £44,000 £40,000
Median salary % change year-on-year
- +10.00%
90% offered a salary of more than £30,000 £30,000 £28,625
10% offered a salary of more than £65,000 £57,500 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 29 July 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 29 July 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 +14 64 £42,500 -20.93% 7
Bradford +19 35 £45,000 -10.00% 4
ETL
Yorkshire

ETL
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 29 July 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.

1 178 (72.06%) SQL Server
2 177 (71.66%) SQL
3 157 (63.56%) SQL Server Integration Services
4 152 (61.54%) Business Intelligence
5 139 (56.28%) Data Warehouse
6 121 (48.99%) SQL Server Reporting Services
7 105 (42.51%) Microsoft
8 102 (41.30%) T-SQL
9 92 (37.25%) SQL Server 2012
10 88 (35.63%) SQL Server Analysis Services
11 72 (29.15%) Agile Software Development
12 60 (24.29%) MS Excel
13 57 (23.08%) SQL Server 2008
14 45 (18.22%) Data Modelling
15 44 (17.81%) Kimball Methodology
15 44 (17.81%) Big Data
16 41 (16.60%) SQL Server 2014
17 38 (15.38%) Oracle
17 38 (15.38%) Hadoop
18 36 (14.57%) .NET
18 36 (14.57%) C#
19 35 (14.17%) Finance
20 33 (13.36%) SQL Server 2005
21 32 (12.96%) Microsoft Azure
21 32 (12.96%) NoSQL
22 31 (12.55%) Power BI
22 31 (12.55%) BusinessObjects
23 30 (12.15%) SQL Server 2016
24 29 (11.74%) Inmon Methodology
25 28 (11.34%) E-Commerce

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 8 (3.24%) SharePoint
2 6 (2.43%) CMS
2 6 (2.43%) SAS
3 5 (2.02%) Apache Spark
4 4 (1.62%) Apache Pig
5 1 (0.40%) Confluence
Applications
1 60 (24.29%) MS Excel
2 11 (4.45%) MS Office
3 3 (1.21%) MS Visio
4 1 (0.40%) MS PowerPoint
4 1 (0.40%) MS Project
Business Applications
1 3 (1.21%) Dynamics CRM
Cloud Services
1 32 (12.96%) Microsoft Azure
2 7 (2.83%) PaaS
Communications & Networking
1 2 (0.81%) FTP
Database & Business Intelligence
1 178 (72.06%) SQL Server
2 157 (63.56%) SQL Server Integration Services
3 139 (56.28%) Data Warehouse
4 121 (48.99%) SQL Server Reporting Services
5 92 (37.25%) SQL Server 2012
6 88 (35.63%) SQL Server Analysis Services
7 57 (23.08%) SQL Server 2008
8 44 (17.81%) Big Data
9 41 (16.60%) SQL Server 2014
10 38 (15.38%) Hadoop
11 33 (13.36%) SQL Server 2005
12 32 (12.96%) NoSQL
13 31 (12.55%) BusinessObjects
13 31 (12.55%) Power BI
14 30 (12.15%) SQL Server 2016
15 25 (10.12%) SSDT
16 23 (9.31%) OLAP
17 21 (8.50%) PowerPivot
18 16 (6.48%) Relational Database
19 15 (6.07%) Oracle Database
Development Applications
1 26 (10.53%) Visual Studio
2 15 (6.07%) Team Foundation Server
3 9 (3.64%) Octopus Deploy
4 7 (2.83%) JIRA
5 6 (2.43%) Git (software)
6 5 (2.02%) Oracle APEX
6 5 (2.02%) Talend Open Studio
7 3 (1.21%) JUnit
8 2 (0.81%) ERwin
8 2 (0.81%) tSQLt
9 1 (0.40%) IntelliJ
9 1 (0.40%) Jenkins
9 1 (0.40%) Maven
9 1 (0.40%) SQL Server Management Studio (SSMS)
9 1 (0.40%) TeamCity
General
1 35 (14.17%) Finance
2 15 (6.07%) Marketing
3 5 (2.02%) Advertising
4 4 (1.62%) Retail
5 3 (1.21%) Legal
6 1 (0.40%) Back Office
6 1 (0.40%) Billing
6 1 (0.40%) Games
6 1 (0.40%) Telecoms
Job Titles
1 155 (62.75%) Developer
2 78 (31.58%) SQL Developer
3 64 (25.91%) Business Intelligence Developer
4 56 (22.67%) SQL Server Developer
5 38 (15.38%) SSIS Developer
6 34 (13.77%) ETL Developer
7 31 (12.55%) SQL BI Developer
8 29 (11.74%) DBA
9 23 (9.31%) SQL DBA
10 22 (8.91%) Business Developer
10 22 (8.91%) Data Warehouse Developer
10 22 (8.91%) SSAS Developer
11 20 (8.10%) Analyst
11 20 (8.10%) SQL Server BI Developer
12 18 (7.29%) Administrator
12 18 (7.29%) Lead Developer
13 17 (6.88%) Database Developer
14 16 (6.48%) Architect
15 15 (6.07%) Business Intelligence Analyst
15 15 (6.07%) Senior Developer
Libraries, Frameworks & Software Standards
1 36 (14.57%) .NET
2 23 (9.31%) Web Services
2 23 (9.31%) XML
3 16 (6.48%) JSON
4 9 (3.64%) MDX
5 7 (2.83%) ASP.NET
5 7 (2.83%) ASP.NET Web API
5 7 (2.83%) Kafka
5 7 (2.83%) WCF
6 5 (2.02%) CakePHP
6 5 (2.02%) Velocity
7 3 (1.21%) ODBC
8 1 (0.40%) RESTful
8 1 (0.40%) SOAP
Miscellaneous
1 22 (8.91%) Data Integration
2 16 (6.48%) Replication
3 14 (5.67%) Analytical Skills
4 8 (3.24%) Visualisation
5 7 (2.83%) Data Protection Act
5 7 (2.83%) Data Structures
6 6 (2.43%) Statistics
7 5 (2.02%) Management Information System
7 5 (2.02%) New Media
8 3 (1.21%) Computer Science
8 3 (1.21%) Enterprise Software
8 3 (1.21%) iPad
9 2 (0.81%) Algorithms
9 2 (0.81%) Applied Mathematics
9 2 (0.81%) Mathematics
10 1 (0.40%) Cryptography
10 1 (0.40%) Data Extraction
10 1 (0.40%) NHS
10 1 (0.40%) N-Tier
10 1 (0.40%) Reference Data
Operating Systems
1 17 (6.88%) Linux
2 16 (6.48%) Unix
3 3 (1.21%) Windows
4 2 (0.81%) Red Hat Enterprise Linux
5 1 (0.40%) AIX
Processes & Methodologies
1 152 (61.54%) Business Intelligence
2 72 (29.15%) Agile Software Development
3 45 (18.22%) Data Modelling
4 44 (17.81%) Kimball Methodology
5 29 (11.74%) Inmon Methodology
6 28 (11.34%) E-Commerce
7 27 (10.93%) Migration
8 25 (10.12%) Analytics
9 21 (8.50%) SDLC
10 18 (7.29%) ETL Development
10 18 (7.29%) Unit Testing
11 17 (6.88%) CRM
12 15 (6.07%) Data Management
12 15 (6.07%) DevOps
12 15 (6.07%) Performance Tuning
13 14 (5.67%) Data Migration
13 14 (5.67%) High Availability
14 12 (4.86%) Continuous Integration
14 12 (4.86%) Data Architecture
14 12 (4.86%) SOA
Programming Languages
1 177 (71.66%) SQL
2 102 (41.30%) T-SQL
3 36 (14.57%) C#
4 18 (7.29%) PowerShell
5 14 (5.67%) PL/SQL
5 14 (5.67%) Shell Script
6 11 (4.45%) VB.NET
7 10 (4.05%) VBA
8 8 (3.24%) Java
9 5 (2.02%) VB
9 5 (2.02%) VBScript
10 4 (1.62%) C++
11 3 (1.21%) C
11 3 (1.21%) PHP
11 3 (1.21%) Scala
12 1 (0.40%) Bash Shell
12 1 (0.40%) Perl
12 1 (0.40%) Python
Qualifications
1 12 (4.86%) Microsoft Certification
2 4 (1.62%) MCSA
2 4 (1.62%) MCSE
3 3 (1.21%) Degree
4 1 (0.40%) ISEB
Quality Assurance & Compliance
1 28 (11.34%) Data Quality
2 8 (3.24%) SLA
3 3 (1.21%) QA
System Software
1 5 (2.02%) HDFS
2 4 (1.62%) Apache Flume
2 4 (1.62%) Tivoli Workload Scheduler
Systems Management
1 5 (2.02%) Tivoli
2 1 (0.40%) Data Guard
2 1 (0.40%) Oracle RMAN
Vendors
1 105 (42.51%) Microsoft
2 38 (15.38%) Oracle
3 17 (6.88%) SAP
3 17 (6.88%) Tableau
4 9 (3.64%) IBM
5 6 (2.43%) EPiServer
5 6 (2.43%) Informatica
5 6 (2.43%) Remedy
6 5 (2.02%) Cloudera
6 5 (2.02%) OpenText
6 5 (2.02%) Splunk
6 5 (2.02%) Talend
7 4 (1.62%) Hortonworks
7 4 (1.62%) MapR
7 4 (1.62%) MicroStrategy
7 4 (1.62%) Netezza
7 4 (1.62%) Sun
7 4 (1.62%) Teradata
8 2 (0.81%) Capita
8 2 (0.81%) TIBCO
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: £Excellent salary + car allowance + bonus + benefits!
Posted: 14 hours ago
Bradford, West Yorkshire
onezeero.
Salary: £30000 - £35000 per annum + Pension, Healthcare, Bonus scheme
Posted: 17 hours ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: £Excellent salary + bonus + benefits!
Posted: 14 hours ago
Bradford, West Yorkshire
Senitor Associates
Salary: £30000 - £40000 per annum + Excellent benefits
Posted: 13 hours ago
Leeds, West Yorkshire
Digitech Resourcing Ltd
Salary: From £40,000 to £50,000 per annum
Posted: Yesterday
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £30,000 to £45,000 per annum
Posted: 3 days ago
Bradford, West Yorkshire
Rullion IT Plus
Salary: £30000 - £37000 per annum + Bonus + Health + Pension
Posted: 4 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £40,000 to £48,000 per annum + Bonus +Bens + Flexible Working
Posted: 2 days ago
Bradford, Yorkshire
Eurostaff Group Limited
Posted: Yesterday
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £40,000 to £48,000 per annum + Bonus +Bens + Flexible Working
Posted: 3 days ago