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 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 105 107 120
Rank change year-on-year
+2 +13
Permanent jobs citing ETL 95 108 113
As % of all permanent IT jobs located in West Yorkshire 2.44% 2.35% 2.29%
As % of the Processes & Methodologies category 2.68% 2.63% 2.60%
Number of salaries quoted 84 84 99
Median salary £42,500 £45,000 £42,500
Median salary % change year-on-year
-5.55% +5.88%
90% offered a salary of more than £35,000 £35,750 £32,500
10% offered a salary of more than £52,200 £65,000 £52,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
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
3540 4111 4346
As % of all permanent IT jobs located in West Yorkshire 90.93% 89.56% 88.03%
Number of salaries quoted 2973 3262 3476
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 £30,000 £29,000
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 28 June 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 28 June 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 59 £42,500 -15.00% 8
Bradford +14 29 £45,000 +5.88% 3
Huddersfield -2 1 £35,000 -22.22%
ETL
Yorkshire

ETL
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 28 June 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.

1 205 (71.93%) SQL
2 195 (68.42%) SQL Server
3 173 (60.70%) Business Intelligence
4 165 (57.89%) Data Warehouse
4 165 (57.89%) SQL Server Integration Services
5 126 (44.21%) SQL Server Reporting Services
6 111 (38.95%) SQL Server 2012
7 106 (37.19%) Microsoft
8 105 (36.84%) T-SQL
9 88 (30.88%) SQL Server Analysis Services
10 75 (26.32%) Agile Software Development
11 72 (25.26%) MS Excel
12 61 (21.40%) Big Data
13 59 (20.70%) SQL Server 2008
14 51 (17.89%) Data Modelling
14 51 (17.89%) SQL Server 2014
15 50 (17.54%) Oracle
16 49 (17.19%) .NET
17 47 (16.49%) Kimball Methodology
18 45 (15.79%) Hadoop
19 43 (15.09%) Finance
20 40 (14.04%) SQL Server 2005
21 39 (13.68%) Migration
21 39 (13.68%) BusinessObjects
22 38 (13.33%) Analytical Skills
22 38 (13.33%) Data Quality
23 35 (12.28%) C#
24 33 (11.58%) NoSQL
25 32 (11.23%) E-Commerce
26 30 (10.53%) Inmon Methodology

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 14 (4.91%) SharePoint
2 8 (2.81%) Apache Spark
3 7 (2.46%) Apache Pig
4 6 (2.11%) CMS
5 4 (1.40%) SAS
Applications
1 72 (25.26%) MS Excel
2 11 (3.86%) MS Office
3 3 (1.05%) MS Visio
Business Applications
1 4 (1.40%) Lorenzo
2 3 (1.05%) Dynamics CRM
Cloud Services
1 27 (9.47%) Microsoft Azure
2 7 (2.46%) PaaS
3 4 (1.40%) GitHub
Communications & Networking
1 1 (0.35%) FTP
Database & Business Intelligence
1 195 (68.42%) SQL Server
2 165 (57.89%) Data Warehouse
2 165 (57.89%) SQL Server Integration Services
3 126 (44.21%) SQL Server Reporting Services
4 111 (38.95%) SQL Server 2012
5 88 (30.88%) SQL Server Analysis Services
6 61 (21.40%) Big Data
7 59 (20.70%) SQL Server 2008
8 51 (17.89%) SQL Server 2014
9 45 (15.79%) Hadoop
10 40 (14.04%) SQL Server 2005
11 39 (13.68%) BusinessObjects
12 33 (11.58%) NoSQL
13 29 (10.18%) OLAP
13 29 (10.18%) SQL Server 2016
14 23 (8.07%) Power BI
15 20 (7.02%) Relational Database
16 17 (5.96%) PowerPivot
17 16 (5.61%) OLAP Cube
17 16 (5.61%) Pentaho
Development Applications
1 18 (6.32%) Visual Studio
2 12 (4.21%) Oracle APEX
2 12 (4.21%) Talend Open Studio
3 11 (3.86%) Team Foundation Server
4 10 (3.51%) Octopus Deploy
5 5 (1.75%) Jenkins
6 4 (1.40%) tSQLt
7 3 (1.05%) JUnit
8 2 (0.70%) ERwin
8 2 (0.70%) Git (software)
8 2 (0.70%) JIRA
9 1 (0.35%) IntelliJ
9 1 (0.35%) Maven
9 1 (0.35%) SQL Server Management Studio (SSMS)
9 1 (0.35%) TeamCity
General
1 43 (15.09%) Finance
2 20 (7.02%) Marketing
3 6 (2.11%) Advertising
4 4 (1.40%) Retail
5 3 (1.05%) Automotive
5 3 (1.05%) Legal
6 2 (0.70%) Back Office
7 1 (0.35%) Billing
7 1 (0.35%) Games
7 1 (0.35%) Telecoms
Job Titles
1 162 (56.84%) Developer
2 80 (28.07%) SQL Developer
3 74 (25.96%) Business Intelligence Developer
4 59 (20.70%) SQL Server Developer
5 41 (14.39%) SSIS Developer
6 40 (14.04%) SQL BI Developer
7 38 (13.33%) Analyst
8 34 (11.93%) ETL Developer
9 30 (10.53%) Business Developer
9 30 (10.53%) DBA
10 28 (9.82%) SQL Server BI Developer
11 24 (8.42%) SQL DBA
12 23 (8.07%) Architect
13 22 (7.72%) SSAS Developer
14 20 (7.02%) Data Architect
14 20 (7.02%) Data Warehouse Developer
15 16 (5.61%) Business Intelligence Analyst
15 16 (5.61%) Senior Developer
15 16 (5.61%) SSRS Developer
16 15 (5.26%) Lead Developer
Libraries, Frameworks & Software Standards
1 49 (17.19%) .NET
2 25 (8.77%) XML
3 24 (8.42%) Web Services
4 15 (5.26%) JSON
5 10 (3.51%) Kafka
6 9 (3.16%) CakePHP
7 8 (2.81%) Velocity
8 7 (2.46%) ASP.NET Web API
8 7 (2.46%) WCF
9 6 (2.11%) MDX
10 5 (1.75%) ASP.NET
11 4 (1.40%) Middleware
11 4 (1.40%) Node.js
11 4 (1.40%) Spring XD
12 3 (1.05%) ODBC
13 2 (0.70%) EDI
14 1 (0.35%) RESTful
14 1 (0.35%) SOAP
Miscellaneous
1 38 (13.33%) Analytical Skills
2 28 (9.82%) Data Integration
3 14 (4.91%) Replication
4 12 (4.21%) Management Information System
4 12 (4.21%) Visualisation
5 8 (2.81%) Computer Science
6 7 (2.46%) Data Protection Act
6 7 (2.46%) Data Structures
7 5 (1.75%) Enterprise Software
7 5 (1.75%) New Media
7 5 (1.75%) NHS
8 4 (1.40%) Data Extraction
8 4 (1.40%) Mathematics
9 3 (1.05%) iPad
10 2 (0.70%) Algorithms
10 2 (0.70%) Statistics
11 1 (0.35%) Cybercrime
11 1 (0.35%) N-Tier
Operating Systems
1 27 (9.47%) Linux
2 26 (9.12%) Unix
3 9 (3.16%) Windows
4 2 (0.70%) AIX
4 2 (0.70%) Windows Server
4 2 (0.70%) Windows Server 2003
4 2 (0.70%) Windows Server 2012
5 1 (0.35%) Red Hat Enterprise Linux
Processes & Methodologies
1 173 (60.70%) Business Intelligence
2 75 (26.32%) Agile Software Development
3 51 (17.89%) Data Modelling
4 47 (16.49%) Kimball Methodology
5 39 (13.68%) Migration
6 32 (11.23%) E-Commerce
7 30 (10.53%) Inmon Methodology
8 28 (9.82%) Analytics
9 27 (9.47%) Data Migration
10 26 (9.12%) Data Management
11 25 (8.77%) CRM
11 25 (8.77%) SDLC
12 21 (7.37%) High Availability
13 17 (5.96%) Complex ETL
13 17 (5.96%) Unit Testing
14 16 (5.61%) Data Architecture
14 16 (5.61%) DevOps
14 16 (5.61%) ETL Development
14 16 (5.61%) Integration Testing
15 15 (5.26%) MVC
Programming Languages
1 205 (71.93%) SQL
2 105 (36.84%) T-SQL
3 35 (12.28%) C#
4 19 (6.67%) PL/SQL
4 19 (6.67%) Shell Script
5 17 (5.96%) PowerShell
6 12 (4.21%) VB
6 12 (4.21%) VBScript
7 11 (3.86%) Java
7 11 (3.86%) VBA
8 9 (3.16%) VB.NET
9 7 (2.46%) PHP
10 5 (1.75%) Python
11 4 (1.40%) C++
11 4 (1.40%) JavaScript
12 3 (1.05%) C
12 3 (1.05%) Scala
13 2 (0.70%) ANSI SQL
14 1 (0.35%) Bash Shell
Qualifications
1 12 (4.21%) Degree
2 10 (3.51%) Microsoft Certification
3 4 (1.40%) BPSS Clearance
3 4 (1.40%) PhD
3 4 (1.40%) SC Cleared
3 4 (1.40%) Security Cleared
4 2 (0.70%) ISEB
4 2 (0.70%) MCSA
4 2 (0.70%) MCSE
5 1 (0.35%) SAS Certification
Quality Assurance & Compliance
1 38 (13.33%) Data Quality
2 8 (2.81%) SLA
3 3 (1.05%) QA
System Software
1 8 (2.81%) HDFS
2 7 (2.46%) Apache Flume
3 3 (1.05%) Tivoli Workload Scheduler
Systems Management
1 4 (1.40%) Puppet
1 4 (1.40%) Tivoli
2 1 (0.35%) Data Guard
2 1 (0.35%) Oracle RMAN
Vendors
1 106 (37.19%) Microsoft
2 50 (17.54%) Oracle
3 21 (7.37%) Tableau
4 18 (6.32%) SAP
5 12 (4.21%) Cloudera
5 12 (4.21%) Talend
6 11 (3.86%) Hortonworks
6 11 (3.86%) Splunk
7 9 (3.16%) IBM
7 9 (3.16%) Informatica
8 7 (2.46%) MapR
8 7 (2.46%) Netezza
8 7 (2.46%) Teradata
9 6 (2.11%) EPiServer
9 6 (2.11%) Remedy
10 5 (1.75%) OpenText
11 4 (1.40%) Capita
11 4 (1.40%) Greenplum
11 4 (1.40%) MuleSoft
11 4 (1.40%) Sagent
Leeds, West Yorkshire
ReThink Recruitment
Salary: £35000.00 - £38000.00 per annum + generous benefits
Posted: 2 hours ago
Leeds, West Yorkshire
onezeero.
Salary: £35000 - £50000 per annum + Benefits
Posted: 22 hours ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £30,000 to £45,000 per annum
Posted: 4 days ago
Bradford, West Yorkshire
Senitor Associates
Salary: £30000 - £40000 per annum + Excellent benefits
Posted: 3 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: £Excellent salary + bonus + benefits!
Posted: 3 days ago
Bradford, West Yorkshire
Rullion IT Plus
Salary: £30000 - £37000 per annum + Bonus + Health + Pension
Posted: 6 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: Excellent Salary + bonus + benefits
Posted: 4 days ago
Bradford, West Yorkshire
Harvey Nash plc
Salary: £45000 - £50000 per annum + free parking, health
Posted: 5 days ago
Leeds, West Yorkshire
Integrity IT Solutions
Salary: £45,000 per annum + Benefits + Bonus
Posted: 6 days ago
Leeds
StepChange
Salary: circa £38,000 per annum depending on experience.
Posted: 26 days ago
Leeds, West Yorkshire
Capita Resourcing - IT Resourcing
Salary: £30000 - £60000 per annum
Posted: 4 days ago