The table below looks at the statistics for ETL skills in IT jobs advertised for the Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 122 129 135
Rank change year-on-year
+7 +6
Permanent jobs citing ETL 115 136 136
As % of all permanent IT jobs located in Yorkshire 2.08% 1.96% 1.94%
As % of the Processes & Methodologies category 2.33% 2.19% 2.27%
Number of salaries quoted 91 105 114
Median salary £42,500 £47,500 £42,500
Median salary % change year-on-year
-10.52% +11.76%
90% offered a salary of more than £36,000 £32,500 £32,500
10% offered a salary of more than £53,500 £65,000 £55,000
UK excluding London median salary £45,000 £46,500 £44,000
% change year-on-year
-3.22% +5.68%
ETL
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 Yorkshire region.

Processes & Methodologies Category
Yorkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
4935 6196 5997
As % of all permanent IT jobs located in Yorkshire 89.18% 89.31% 85.40%
Number of salaries quoted 4117 5056 4690
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,000 £29,500 £28,000
10% offered a salary of more than £62,500 £55,000 £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 Yorkshire

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

ETL Jobs Demand Trend in Yorkshire

ETL
Salary Trend in Yorkshire

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

ETL Salary Trend in Yorkshire

ETL
Salary Histogram in Yorkshire

This chart provides a salary histogram for IT jobs citing ETL across the Yorkshire region over the 3 months to 27 July 2016.

ETL Salary Histogram in Yorkshire

ETL
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Yorkshire region over the 3 months to 27 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
West Yorkshire +6 100 £44,500 -9.18% 16
North Yorkshire +28 7 £35,000 +20.68% 3
South Yorkshire +8 5 £37,000 +23.33% 4
East Yorkshire -6 2 £41,500 -33.60%
ETL
England

ETL
Top 30 Related IT Skills in Yorkshire

For the 6 months to 27 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 Yorkshire region with a requirement for ETL.

1 220 (69.18%) SQL
2 202 (63.52%) SQL Server
3 174 (54.72%) Business Intelligence
3 174 (54.72%) SQL Server Integration Services
4 153 (48.11%) Data Warehouse
5 133 (41.82%) SQL Server Reporting Services
6 122 (38.36%) T-SQL
7 117 (36.79%) Microsoft
8 100 (31.45%) SQL Server Analysis Services
9 96 (30.19%) SQL Server 2012
10 75 (23.58%) Agile Software Development
11 69 (21.70%) MS Excel
12 63 (19.81%) Finance
13 60 (18.87%) SQL Server 2008
14 59 (18.55%) Oracle
15 58 (18.24%) Data Modelling
16 51 (16.04%) Migration
16 51 (16.04%) BusinessObjects
17 45 (14.15%) Kimball Methodology
17 45 (14.15%) Big Data
18 41 (12.89%) SQL Server 2014
19 39 (12.26%) .NET
19 39 (12.26%) C#
20 38 (11.95%) Hadoop
21 35 (11.01%) Analytical Skills
22 33 (10.38%) SQL Server 2005
22 33 (10.38%) SAP
22 33 (10.38%) NoSQL
23 32 (10.06%) OLAP
24 31 (9.75%) Microsoft Azure

ETL
Top Related IT Skills in 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 11 (3.46%) SharePoint
2 6 (1.89%) CMS
2 6 (1.89%) SAS
3 5 (1.57%) Apache Spark
4 4 (1.26%) Apache Pig
5 1 (0.31%) Confluence
Applications
1 69 (21.70%) MS Excel
2 11 (3.46%) MS Office
3 4 (1.26%) MS Visio
4 2 (0.63%) MS PowerPoint
5 1 (0.31%) MS Project
Business Applications
1 3 (0.94%) Dynamics CRM
Cloud Services
1 31 (9.75%) Microsoft Azure
2 7 (2.20%) PaaS
3 1 (0.31%) Amazon AWS
Communications & Networking
1 2 (0.63%) FTP
Database & Business Intelligence
1 202 (63.52%) SQL Server
2 174 (54.72%) SQL Server Integration Services
3 153 (48.11%) Data Warehouse
4 133 (41.82%) SQL Server Reporting Services
5 100 (31.45%) SQL Server Analysis Services
6 96 (30.19%) SQL Server 2012
7 60 (18.87%) SQL Server 2008
8 51 (16.04%) BusinessObjects
9 45 (14.15%) Big Data
10 41 (12.89%) SQL Server 2014
11 38 (11.95%) Hadoop
12 33 (10.38%) NoSQL
12 33 (10.38%) SQL Server 2005
13 32 (10.06%) OLAP
14 31 (9.75%) SQL Server 2016
15 29 (9.12%) Power BI
16 28 (8.81%) Oracle Database
17 26 (8.18%) MySQL
18 25 (7.86%) SSDT
19 21 (6.60%) PowerPivot
Development Applications
1 26 (8.18%) Visual Studio
2 15 (4.72%) Team Foundation Server
3 10 (3.14%) Octopus Deploy
4 8 (2.52%) JIRA
5 6 (1.89%) Git (software)
6 5 (1.57%) Oracle APEX
6 5 (1.57%) Talend Open Studio
7 3 (0.94%) JUnit
7 3 (0.94%) tSQLt
8 2 (0.63%) ERwin
9 1 (0.31%) HP UFT
9 1 (0.31%) IntelliJ
9 1 (0.31%) Jenkins
9 1 (0.31%) Maven
9 1 (0.31%) Selenium
9 1 (0.31%) SQL Server Management Studio (SSMS)
9 1 (0.31%) Subversion
9 1 (0.31%) TeamCity
9 1 (0.31%) TestComplete
General
1 63 (19.81%) Finance
2 17 (5.35%) Retail
3 15 (4.72%) Marketing
4 14 (4.40%) Banking
5 8 (2.52%) Retail Banking
6 5 (1.57%) Advertising
7 4 (1.26%) Publishing
8 3 (0.94%) Legal
9 1 (0.31%) Back Office
9 1 (0.31%) Billing
9 1 (0.31%) Games
9 1 (0.31%) Telecoms
Job Titles
1 190 (59.75%) Developer
2 102 (32.08%) SQL Developer
3 74 (23.27%) Business Intelligence Developer
4 62 (19.50%) SQL Server Developer
5 42 (13.21%) SSIS Developer
6 41 (12.89%) Analyst
7 38 (11.95%) SQL BI Developer
8 36 (11.32%) Business Developer
9 34 (10.69%) DBA
9 34 (10.69%) ETL Developer
10 27 (8.49%) Project Manager
11 26 (8.18%) SQL DBA
12 23 (7.23%) SQL Server BI Developer
13 22 (6.92%) Business Intelligence Analyst
13 22 (6.92%) Data Warehouse Developer
14 21 (6.60%) SSAS Developer
15 20 (6.29%) Administrator
16 18 (5.66%) Business Objects Developer
16 18 (5.66%) Oracle Developer
17 17 (5.35%) Database Developer
Libraries, Frameworks & Software Standards
1 39 (12.26%) .NET
2 24 (7.55%) Web Services
2 24 (7.55%) XML
3 16 (5.03%) JSON
4 11 (3.46%) CSS
4 11 (3.46%) HTML
4 11 (3.46%) Spring
5 8 (2.52%) ASP.NET
5 8 (2.52%) MDX
6 7 (2.20%) ASP.NET Web API
6 7 (2.20%) CakePHP
6 7 (2.20%) Kafka
6 7 (2.20%) WCF
7 5 (1.57%) Velocity
8 3 (0.94%) ODBC
9 1 (0.31%) ASP.NET MVC
9 1 (0.31%) Regular Expression
9 1 (0.31%) RESTful
9 1 (0.31%) SOAP
Miscellaneous
1 35 (11.01%) Analytical Skills
2 22 (6.92%) Data Integration
3 16 (5.03%) Replication
4 11 (3.46%) User Experience
5 7 (2.20%) Data Protection Act
5 7 (2.20%) Data Structures
6 6 (1.89%) Computer Science
6 6 (1.89%) Management Information System
6 6 (1.89%) Visualisation
7 5 (1.57%) New Media
7 5 (1.57%) Statistics
8 3 (0.94%) Enterprise Software
8 3 (0.94%) iPad
9 2 (0.63%) Algorithms
9 2 (0.63%) Applied Mathematics
9 2 (0.63%) Mathematics
10 1 (0.31%) Cryptography
10 1 (0.31%) Data Extraction
10 1 (0.31%) NHS
10 1 (0.31%) N-Tier
Operating Systems
1 19 (5.97%) Linux
2 17 (5.35%) Unix
3 5 (1.57%) Windows
4 2 (0.63%) Red Hat Enterprise Linux
4 2 (0.63%) Windows Server
5 1 (0.31%) AIX
Processes & Methodologies
1 174 (54.72%) Business Intelligence
2 75 (23.58%) Agile Software Development
3 58 (18.24%) Data Modelling
4 51 (16.04%) Migration
5 45 (14.15%) Kimball Methodology
6 29 (9.12%) E-Commerce
7 28 (8.81%) Inmon Methodology
8 27 (8.49%) Analytics
9 24 (7.55%) Data Migration
9 24 (7.55%) SDLC
10 23 (7.23%) PRINCE2
11 22 (6.92%) ETL Development
12 19 (5.97%) Data Management
12 19 (5.97%) Unit Testing
13 18 (5.66%) Performance Tuning
14 17 (5.35%) CRM
14 17 (5.35%) People Management
15 16 (5.03%) High Availability
16 15 (4.72%) DevOps
17 14 (4.40%) Complex ETL
Programming Languages
1 220 (69.18%) SQL
2 122 (38.36%) T-SQL
3 39 (12.26%) C#
4 25 (7.86%) PL/SQL
5 21 (6.60%) Java
6 19 (5.97%) PowerShell
7 14 (4.40%) Shell Script
7 14 (4.40%) VBA
8 12 (3.77%) VB.NET
9 11 (3.46%) JavaScript
10 5 (1.57%) VB
10 5 (1.57%) VBScript
11 4 (1.26%) C++
11 4 (1.26%) PHP
12 3 (0.94%) C
12 3 (0.94%) Scala
13 1 (0.31%) Bash Shell
13 1 (0.31%) Perl
13 1 (0.31%) Python
Qualifications
1 21 (6.60%) Microsoft Certification
2 14 (4.40%) Degree
3 9 (2.83%) PRINCE2 Practitioner
4 4 (1.26%) MCSA
4 4 (1.26%) MCSE
4 4 (1.26%) PRINCE2 Certification
5 3 (0.94%) MCAD
6 2 (0.63%) ISEB
7 1 (0.31%) CISSP
7 1 (0.31%) ISTQB
7 1 (0.31%) MCITP
7 1 (0.31%) MCTS
7 1 (0.31%) Security Cleared
Quality Assurance & Compliance
1 26 (8.18%) Data Quality
2 15 (4.72%) QA
3 8 (2.52%) SLA
System Software
1 5 (1.57%) HDFS
2 4 (1.26%) Apache Flume
2 4 (1.26%) Tivoli Workload Scheduler
3 1 (0.31%) Active Directory
Systems Management
1 5 (1.57%) Tivoli
2 1 (0.31%) Data Guard
2 1 (0.31%) Oracle RMAN
Vendors
1 117 (36.79%) Microsoft
2 59 (18.55%) Oracle
3 33 (10.38%) SAP
4 15 (4.72%) Tableau
5 8 (2.52%) IBM
5 8 (2.52%) Informatica
6 6 (1.89%) EPiServer
6 6 (1.89%) Remedy
7 5 (1.57%) Cloudera
7 5 (1.57%) OpenText
7 5 (1.57%) Splunk
7 5 (1.57%) Talend
8 4 (1.26%) Hortonworks
8 4 (1.26%) MapR
8 4 (1.26%) MicroStrategy
8 4 (1.26%) Netezza
8 4 (1.26%) Sun
8 4 (1.26%) Teradata
9 2 (0.63%) Capita
9 2 (0.63%) TIBCO
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £30,000 to £45,000 per annum
Posted: 20 hours ago
Harrogate, North Yorkshire
Head Resourcing
Posted: 14 hours ago
Sheffield
Nigel Frank International Ltd
Salary: £25000 - £35000 per annum + Pension, Negotiable
Posted: Yesterday
Doncaster, South Yorkshire
Capita Resourcing - IT Resourcing
Salary: £31500 - £41500 per annum + Benefits package
Posted: Yesterday
Bradford, West Yorkshire
Rullion IT Plus
Salary: £30000 - £37000 per annum + Bonus + Health + Pension
Posted: Yesterday
Leeds, Yorkshire
Transition Partners
Posted: 23 hours ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: £Excellent salary + car allowance + bonus + benefits!
Posted: 4 days ago
Leeds, West Yorkshire
CoreCom Consulting
Salary: £300 - £350 per day
Posted: 6 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: £Excellent salary + bonus + benefits!
Posted: 4 days ago
Bradford, West Yorkshire
Senitor Associates
Salary: £30000 - £40000 per annum + Excellent benefits
Posted: 4 days ago
Leeds, West Yorkshire
Oxbridge Answers
Salary: 40000 - 45000
Posted: 4 days ago
Leeds, West Yorkshire
Oxbridge Answers
Salary: 50000 - 55000
Posted: 4 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £40,000 to £48,000 per annum + Bonus +Bens + Flexible Working
Posted: 15 hours ago
Bradford, West Yorkshire
onezeero.
Salary: £30000 - £35000 per annum + Benefits and Bonus
Posted: 6 days ago
Leeds, West Yorkshire
Lorien Resourcing
Salary: £40000 - £45000 per annum
Posted: 6 days ago
North Yorkshire
Redrock Consulting Ltd
Salary: £60000 - £70000 per annum + Excellent Bens
Posted: 4 days ago
Harrogate
360 Resourcing
Salary: up to £35,000 per annum
Posted: 26 days ago