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

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 125 123 125
Rank change year-on-year
-2 +2
Permanent jobs citing ETL 120 147 152
As % of all permanent IT jobs located in Yorkshire 2.16% 2.16% 2.12%
As % of the Processes & Methodologies category 2.41% 2.44% 2.45%
Number of salaries quoted 102 117 137
Median salary £42,500 £45,000 £40,000
Median salary % change year-on-year
-5.55% +12.50%
90% offered a salary of more than £35,000 £31,900 £30,000
10% offered a salary of more than £53,400 £65,000 £52,500
UK excluding London median salary £45,000 £45,000 £43,500
% change year-on-year
- +3.44%
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
4974 6028 6196
As % of all permanent IT jobs located in Yorkshire 89.33% 88.65% 86.22%
Number of salaries quoted 4162 4931 4846
Median salary £42,000 £40,000 £40,000
Median salary % change year-on-year
+5.00% -
90% offered a salary of more than £30,000 £28,000 £28,500
10% offered a salary of more than £60,000 £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 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 25 June 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 25 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
West Yorkshire -6 94 £42,500 -5.55% 13
South Yorkshire +11 13 £40,000 +6.66%
North Yorkshire +16 11 £41,000 +16.31% 4
East Yorkshire -10 1 £60,000 +20.00%
ETL
England

ETL
Top 30 Related IT Skills in Yorkshire

For the 6 months to 25 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 Yorkshire region with a requirement for ETL.

1 244 (67.22%) SQL
2 218 (60.06%) SQL Server
3 199 (54.82%) Business Intelligence
4 187 (51.52%) SQL Server Integration Services
5 179 (49.31%) Data Warehouse
6 143 (39.39%) SQL Server Reporting Services
7 125 (34.44%) Microsoft
8 123 (33.88%) T-SQL
9 114 (31.40%) SQL Server 2012
10 108 (29.75%) SQL Server Analysis Services
11 85 (23.42%) Agile Software Development
12 82 (22.59%) MS Excel
13 75 (20.66%) Oracle
14 74 (20.39%) Finance
15 65 (17.91%) Migration
16 62 (17.08%) Big Data
17 60 (16.53%) SQL Server 2008
18 58 (15.98%) Data Modelling
19 57 (15.70%) BusinessObjects
20 53 (14.60%) SQL Server 2014
21 51 (14.05%) Analytical Skills
21 51 (14.05%) .NET
22 47 (12.95%) Kimball Methodology
23 46 (12.67%) Hadoop
24 40 (11.02%) Data Quality
24 40 (11.02%) SQL Server 2005
25 39 (10.74%) OLAP
25 39 (10.74%) Data Migration
26 37 (10.19%) C#
27 34 (9.37%) NoSQL

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 17 (4.68%) SharePoint
2 8 (2.20%) Apache Spark
3 7 (1.93%) Apache Pig
4 6 (1.65%) CMS
5 3 (0.83%) SAS
Applications
1 82 (22.59%) MS Excel
2 10 (2.75%) MS Office
3 4 (1.10%) MS Visio
4 1 (0.28%) MS PowerPoint
Business Applications
1 4 (1.10%) Lorenzo
2 3 (0.83%) Dynamics CRM
Cloud Services
1 28 (7.71%) Microsoft Azure
2 7 (1.93%) PaaS
3 4 (1.10%) GitHub
4 1 (0.28%) Amazon AWS
Communications & Networking
1 1 (0.28%) FTP
Database & Business Intelligence
1 218 (60.06%) SQL Server
2 187 (51.52%) SQL Server Integration Services
3 179 (49.31%) Data Warehouse
4 143 (39.39%) SQL Server Reporting Services
5 114 (31.40%) SQL Server 2012
6 108 (29.75%) SQL Server Analysis Services
7 62 (17.08%) Big Data
8 60 (16.53%) SQL Server 2008
9 57 (15.70%) BusinessObjects
10 53 (14.60%) SQL Server 2014
11 46 (12.67%) Hadoop
12 40 (11.02%) SQL Server 2005
13 39 (10.74%) OLAP
14 34 (9.37%) NoSQL
15 30 (8.26%) SQL Server 2016
16 27 (7.44%) MySQL
16 27 (7.44%) Oracle Database
17 24 (6.61%) Oracle Reports
18 22 (6.06%) Power BI
19 21 (5.79%) Relational Database
Development Applications
1 17 (4.68%) Visual Studio
2 12 (3.31%) Oracle APEX
3 11 (3.03%) Talend Open Studio
3 11 (3.03%) Team Foundation Server
4 10 (2.75%) Octopus Deploy
5 5 (1.38%) Jenkins
6 4 (1.10%) tSQLt
7 3 (0.83%) JIRA
7 3 (0.83%) JUnit
8 2 (0.55%) ERwin
8 2 (0.55%) Git (software)
9 1 (0.28%) HP UFT
9 1 (0.28%) IntelliJ
9 1 (0.28%) Maven
9 1 (0.28%) Selenium
9 1 (0.28%) SQL Server Management Studio (SSMS)
9 1 (0.28%) Subversion
9 1 (0.28%) TeamCity
9 1 (0.28%) TestComplete
General
1 74 (20.39%) Finance
2 20 (5.51%) Marketing
3 17 (4.68%) Banking
3 17 (4.68%) Retail
4 10 (2.75%) Retail Banking
5 6 (1.65%) Advertising
6 4 (1.10%) Publishing
7 3 (0.83%) Automotive
7 3 (0.83%) Legal
8 2 (0.55%) Back Office
9 1 (0.28%) Billing
9 1 (0.28%) Games
9 1 (0.28%) Telecoms
Job Titles
1 202 (55.65%) Developer
2 110 (30.30%) SQL Developer
3 88 (24.24%) Business Intelligence Developer
4 68 (18.73%) SQL Server Developer
5 54 (14.88%) Analyst
6 52 (14.33%) SQL BI Developer
7 49 (13.50%) Business Developer
8 47 (12.95%) SSIS Developer
9 36 (9.92%) ETL Developer
10 33 (9.09%) DBA
11 32 (8.82%) SQL Server BI Developer
12 30 (8.26%) Project Manager
13 26 (7.16%) Business Objects Developer
14 25 (6.89%) SQL DBA
15 23 (6.34%) Architect
15 23 (6.34%) SSAS Developer
16 20 (5.51%) Analyst Developer
16 20 (5.51%) Data Architect
17 19 (5.23%) Data Warehouse Developer
17 19 (5.23%) Oracle Developer
Libraries, Frameworks & Software Standards
1 51 (14.05%) .NET
2 28 (7.71%) Web Services
3 26 (7.16%) XML
4 15 (4.13%) JSON
5 12 (3.31%) CSS
5 12 (3.31%) HTML
5 12 (3.31%) Spring
6 10 (2.75%) Kafka
7 9 (2.48%) CakePHP
8 8 (2.20%) ASP.NET Web API
8 8 (2.20%) Velocity
8 8 (2.20%) WCF
9 6 (1.65%) MDX
10 5 (1.38%) ASP.NET
11 4 (1.10%) Middleware
11 4 (1.10%) Node.js
11 4 (1.10%) Spring XD
12 3 (0.83%) ODBC
13 2 (0.55%) EDI
14 1 (0.28%) SOAP
Miscellaneous
1 51 (14.05%) Analytical Skills
2 32 (8.82%) Data Integration
3 14 (3.86%) Management Information System
3 14 (3.86%) Replication
4 12 (3.31%) User Experience
5 11 (3.03%) Visualisation
6 9 (2.48%) Computer Science
7 7 (1.93%) Data Structures
8 6 (1.65%) Data Protection Act
9 5 (1.38%) Enterprise Software
9 5 (1.38%) New Media
9 5 (1.38%) NHS
10 4 (1.10%) Data Extraction
10 4 (1.10%) Mathematics
11 3 (0.83%) iPad
12 2 (0.55%) Algorithms
12 2 (0.55%) Statistics
13 1 (0.28%) Cybercrime
13 1 (0.28%) N-Tier
Operating Systems
1 28 (7.71%) Linux
2 27 (7.44%) Unix
3 11 (3.03%) Windows
4 4 (1.10%) Windows Server
5 2 (0.55%) AIX
5 2 (0.55%) Windows Server 2003
5 2 (0.55%) Windows Server 2012
6 1 (0.28%) Red Hat Enterprise Linux
Processes & Methodologies
1 199 (54.82%) Business Intelligence
2 85 (23.42%) Agile Software Development
3 65 (17.91%) Migration
4 58 (15.98%) Data Modelling
5 47 (12.95%) Kimball Methodology
6 39 (10.74%) Data Migration
7 32 (8.82%) E-Commerce
8 30 (8.26%) Data Management
8 30 (8.26%) SDLC
9 29 (7.99%) Analytics
10 28 (7.71%) Inmon Methodology
11 25 (6.89%) CRM
12 23 (6.34%) ETL Development
12 23 (6.34%) PRINCE2
13 22 (6.06%) High Availability
14 19 (5.23%) Data Architecture
15 18 (4.96%) Complex ETL
15 18 (4.96%) People Management
15 18 (4.96%) Unit Testing
16 17 (4.68%) DevOps
Programming Languages
1 244 (67.22%) SQL
2 123 (33.88%) T-SQL
3 37 (10.19%) C#
4 31 (8.54%) PL/SQL
5 25 (6.89%) Java
6 19 (5.23%) PowerShell
6 19 (5.23%) Shell Script
7 16 (4.41%) JavaScript
8 14 (3.86%) VBA
9 12 (3.31%) VB
9 12 (3.31%) VBScript
10 9 (2.48%) VB.NET
11 7 (1.93%) PHP
12 5 (1.38%) Python
13 4 (1.10%) ANSI SQL
13 4 (1.10%) C++
14 3 (0.83%) C
14 3 (0.83%) Scala
15 1 (0.28%) Bash Shell
Qualifications
1 22 (6.06%) Degree
2 18 (4.96%) Microsoft Certification
3 10 (2.75%) PRINCE2 Practitioner
4 9 (2.48%) Security Cleared
5 6 (1.65%) SC Cleared
6 4 (1.10%) BPSS Clearance
6 4 (1.10%) PhD
6 4 (1.10%) PRINCE2 Certification
7 3 (0.83%) MCAD
8 2 (0.55%) ISEB
9 1 (0.28%) CISSP
9 1 (0.28%) MCITP
9 1 (0.28%) MCSA
9 1 (0.28%) MCSE
9 1 (0.28%) MCTS
9 1 (0.28%) SAS Certification
Quality Assurance & Compliance
1 40 (11.02%) Data Quality
2 15 (4.13%) QA
3 8 (2.20%) SLA
System Software
1 8 (2.20%) HDFS
2 7 (1.93%) Apache Flume
3 3 (0.83%) Tivoli Workload Scheduler
4 1 (0.28%) Active Directory
Systems Management
1 4 (1.10%) Puppet
1 4 (1.10%) Tivoli
2 1 (0.28%) Data Guard
2 1 (0.28%) Oracle RMAN
Vendors
1 125 (34.44%) Microsoft
2 75 (20.66%) Oracle
3 31 (8.54%) SAP
4 21 (5.79%) Tableau
5 12 (3.31%) Cloudera
5 12 (3.31%) Splunk
6 11 (3.03%) Hortonworks
6 11 (3.03%) Informatica
6 11 (3.03%) Talend
7 10 (2.75%) IBM
8 7 (1.93%) MapR
8 7 (1.93%) Netezza
8 7 (1.93%) Teradata
9 6 (1.65%) EPiServer
10 5 (1.38%) Cognos
10 5 (1.38%) OpenText
10 5 (1.38%) Remedy
11 4 (1.10%) Ab Initio
11 4 (1.10%) Capita
11 4 (1.10%) Sagent
Bradford, West Yorkshire
Senitor Associates
Salary: £30000 - £40000 per annum + Excellent benefits
Posted: Yesterday
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £30,000 to £45,000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: £Excellent salary + bonus + benefits!
Posted: Yesterday
York, North Yorkshire
4it Recruitment Ltd
Salary: Excellent Salary + bonus + benefits
Posted: 2 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: Excellent Salary + bonus + benefits
Posted: 2 days ago
Bradford, West Yorkshire
Rullion IT Plus
Salary: £30000 - £37000 per annum + Bonus + Health + Pension
Posted: 4 days ago
Bradford, West Yorkshire
Harvey Nash plc
Salary: £45000 - £50000 per annum + free parking, health
Posted: 3 days ago
Harrogate, North Yorkshire
Head Resourcing
Posted: 5 days ago
Leeds, West Yorkshire
Integrity IT Solutions
Salary: £45,000 per annum + Benefits + Bonus
Posted: 4 days ago
Bradford, West Yorkshire
Evolution Recruitment Solutions
Salary: 45,000 - 50,000
Posted: 5 days ago
Leeds, West Yorkshire
Lorien Resourcing
Salary: £40000 - £45000 per annum
Posted: 5 days ago
Leeds, West Yorkshire
Capita Resourcing - IT Resourcing
Salary: £30000 - £60000 per annum
Posted: 2 days ago
Leeds
StepChange
Salary: circa £38,000 per annum depending on experience.
Posted: 24 days ago