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 31 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 103 119 126
Rank change year-on-year
+16 +7
Permanent jobs citing ETL 150 149 150
As % of all permanent IT jobs located in Yorkshire 2.59% 2.25% 2.07%
As % of the Processes & Methodologies category 2.90% 2.55% 2.40%
Number of salaries quoted 122 120 137
Median salary £40,000 £42,500 £40,000
Median salary % change year-on-year
-5.88% +6.25%
90% offered a salary of more than £34,300 £32,500 £30,000
10% offered a salary of more than £50,700 £62,750 £52,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
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
5179 5846 6262
As % of all permanent IT jobs located in Yorkshire 89.57% 88.11% 86.31%
Number of salaries quoted 4276 4724 4957
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £30,000 £27,500 £28,500
10% offered a salary of more than £57,500 £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 31 May 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 31 May 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 +3 108 £42,500 -5.55% 6
South Yorkshire +23 23 £40,000 -3.03% 1
North Yorkshire 0 17 £41,000 +9.33% 1
East Yorkshire -5 1 £60,000 +60.00%
ETL
England

ETL
Top 30 Related IT Skills in Yorkshire

For the 6 months to 31 May 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.

1 268 (65.21%) SQL
2 241 (58.64%) SQL Server
3 213 (51.82%) Business Intelligence
4 205 (49.88%) SQL Server Integration Services
5 198 (48.18%) Data Warehouse
6 143 (34.79%) Microsoft
7 138 (33.58%) SQL Server Reporting Services
8 123 (29.93%) SQL Server 2012
9 119 (28.95%) T-SQL
10 111 (27.01%) SQL Server Analysis Services
11 105 (25.55%) Agile Software Development
12 96 (23.36%) MS Excel
13 85 (20.68%) Oracle
14 81 (19.71%) Finance
15 75 (18.25%) Migration
16 73 (17.76%) Big Data
17 68 (16.55%) Analytical Skills
18 64 (15.57%) SQL Server 2014
19 62 (15.09%) Data Modelling
20 61 (14.84%) .NET
21 60 (14.60%) BusinessObjects
22 56 (13.63%) Hadoop
23 51 (12.41%) SQL Server 2008
24 49 (11.92%) C#
25 47 (11.44%) OLAP
25 47 (11.44%) Data Migration
26 45 (10.95%) Data Quality
27 42 (10.22%) Kimball Methodology
27 42 (10.22%) Analytics
27 42 (10.22%) Data Integration

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 22 (5.35%) SharePoint
2 11 (2.68%) Apache Pig
2 11 (2.68%) Apache Spark
3 7 (1.70%) Node.js
4 6 (1.46%) CMS
5 4 (0.97%) SAS
Applications
1 96 (23.36%) MS Excel
2 11 (2.68%) MS Office
3 5 (1.22%) MS Visio
4 2 (0.49%) MS PowerPoint
Business Applications
1 5 (1.22%) Lorenzo
2 3 (0.73%) Dynamics CRM
3 2 (0.49%) Oracle Retail
Cloud Services
1 32 (7.79%) Microsoft Azure
2 7 (1.70%) GitHub
2 7 (1.70%) PaaS
3 1 (0.24%) Amazon AWS
Communications & Networking
1 1 (0.24%) FTP
Database & Business Intelligence
1 241 (58.64%) SQL Server
2 205 (49.88%) SQL Server Integration Services
3 198 (48.18%) Data Warehouse
4 138 (33.58%) SQL Server Reporting Services
5 123 (29.93%) SQL Server 2012
6 111 (27.01%) SQL Server Analysis Services
7 73 (17.76%) Big Data
8 64 (15.57%) SQL Server 2014
9 60 (14.60%) BusinessObjects
10 56 (13.63%) Hadoop
11 51 (12.41%) SQL Server 2008
12 47 (11.44%) OLAP
13 41 (9.98%) SQL Server 2005
14 30 (7.30%) NoSQL
15 29 (7.06%) MySQL
16 28 (6.81%) OLAP Cube
16 28 (6.81%) Oracle Database
17 24 (5.84%) Oracle Reports
17 24 (5.84%) Relational Database
17 24 (5.84%) SQL Server 2016
Development Applications
1 20 (4.87%) Visual Studio
2 17 (4.14%) Talend Open Studio
3 13 (3.16%) Octopus Deploy
4 12 (2.92%) Oracle APEX
5 11 (2.68%) Team Foundation Server
6 9 (2.19%) tSQLt
7 8 (1.95%) Jenkins
8 3 (0.73%) JUnit
9 2 (0.49%) ERwin
9 2 (0.49%) JIRA
10 1 (0.24%) Git (software)
10 1 (0.24%) HP UFT
10 1 (0.24%) IntelliJ
10 1 (0.24%) Maven
10 1 (0.24%) Selenium
10 1 (0.24%) SQL Server Management Studio (SSMS)
10 1 (0.24%) Subversion
10 1 (0.24%) TeamCity
10 1 (0.24%) TestComplete
General
1 81 (19.71%) Finance
2 25 (6.08%) Marketing
3 22 (5.35%) Retail
4 18 (4.38%) Banking
5 10 (2.43%) Retail Banking
6 7 (1.70%) Advertising
7 4 (0.97%) Automotive
7 4 (0.97%) Publishing
8 3 (0.73%) Legal
9 2 (0.49%) Back Office
10 1 (0.24%) Billing
10 1 (0.24%) Games
10 1 (0.24%) Telecoms
Job Titles
1 207 (50.36%) Developer
2 114 (27.74%) SQL Developer
3 82 (19.95%) Business Intelligence Developer
4 69 (16.79%) SQL Server Developer
5 65 (15.82%) Analyst
6 54 (13.14%) SSIS Developer
7 51 (12.41%) SQL BI Developer
8 45 (10.95%) ETL Developer
9 44 (10.71%) Business Developer
10 36 (8.76%) DBA
11 35 (8.52%) Architect
12 33 (8.03%) SQL Server BI Developer
13 30 (7.30%) Project Manager
14 28 (6.81%) SQL DBA
15 26 (6.33%) Data Architect
16 25 (6.08%) SSAS Developer
17 24 (5.84%) Business Objects Developer
18 22 (5.35%) Consultant
19 21 (5.11%) Analyst Developer
20 20 (4.87%) Database Developer
Libraries, Frameworks & Software Standards
1 61 (14.84%) .NET
2 23 (5.60%) XML
3 22 (5.35%) Web Services
4 14 (3.41%) Kafka
5 12 (2.92%) CSS
5 12 (2.92%) HTML
5 12 (2.92%) Spring
6 11 (2.68%) ASP.NET Web API
6 11 (2.68%) WCF
7 10 (2.43%) CakePHP
8 9 (2.19%) Middleware
8 9 (2.19%) Velocity
9 8 (1.95%) JSON
10 7 (1.70%) ASP.NET
10 7 (1.70%) Spring XD
11 4 (0.97%) EDI
11 4 (0.97%) ODBC
12 3 (0.73%) MDX
12 3 (0.73%) RESTful
12 3 (0.73%) SOAP
Miscellaneous
1 68 (16.55%) Analytical Skills
2 42 (10.22%) Data Integration
3 17 (4.14%) Management Information System
4 15 (3.65%) Replication
4 15 (3.65%) Visualisation
5 13 (3.16%) Computer Science
6 12 (2.92%) User Experience
7 7 (1.70%) Data Structures
7 7 (1.70%) Enterprise Software
7 7 (1.70%) Mathematics
8 5 (1.22%) Data Extraction
8 5 (1.22%) New Media
8 5 (1.22%) NHS
9 4 (0.97%) Data Protection Act
10 3 (0.73%) iPad
11 2 (0.49%) Algorithms
12 1 (0.24%) Clustering
12 1 (0.24%) Credit Risk
12 1 (0.24%) Cybercrime
12 1 (0.24%) Statistics
Operating Systems
1 34 (8.27%) Linux
2 33 (8.03%) Unix
3 18 (4.38%) Windows
4 9 (2.19%) Windows Server
5 4 (0.97%) AIX
5 4 (0.97%) Windows Server 2003
5 4 (0.97%) Windows Server 2012
6 1 (0.24%) Red Hat Enterprise Linux
Processes & Methodologies
1 213 (51.82%) Business Intelligence
2 105 (25.55%) Agile Software Development
3 75 (18.25%) Migration
4 62 (15.09%) Data Modelling
5 47 (11.44%) Data Migration
6 42 (10.22%) Analytics
6 42 (10.22%) Kimball Methodology
7 37 (9.00%) Data Management
8 35 (8.52%) E-Commerce
8 35 (8.52%) SDLC
9 31 (7.54%) CRM
9 31 (7.54%) High Availability
10 29 (7.06%) Inmon Methodology
11 27 (6.57%) Data Architecture
12 26 (6.33%) DevOps
13 25 (6.08%) ETL Development
13 25 (6.08%) PRINCE2
14 23 (5.60%) Unit Testing
15 21 (5.11%) Automated Testing
16 19 (4.62%) Complex ETL
Programming Languages
1 268 (65.21%) SQL
2 119 (28.95%) T-SQL
3 49 (11.92%) C#
4 33 (8.03%) PL/SQL
5 32 (7.79%) PowerShell
6 28 (6.81%) Java
7 23 (5.60%) Shell Script
8 20 (4.87%) JavaScript
9 15 (3.65%) VBA
10 12 (2.92%) VB
10 12 (2.92%) VBScript
11 9 (2.19%) PHP
12 8 (1.95%) Python
12 8 (1.95%) VB.NET
13 4 (0.97%) ANSI SQL
13 4 (0.97%) C++
14 3 (0.73%) Bash Shell
14 3 (0.73%) C
14 3 (0.73%) Scala
15 1 (0.24%) R
Qualifications
1 27 (6.57%) Degree
2 15 (3.65%) Microsoft Certification
3 13 (3.16%) Security Cleared
4 10 (2.43%) PRINCE2 Practitioner
5 7 (1.70%) PhD
5 7 (1.70%) SC Cleared
6 5 (1.22%) BPSS Clearance
7 4 (0.97%) PRINCE2 Certification
8 3 (0.73%) MCAD
9 2 (0.49%) ISEB
10 1 (0.24%) CISSP
10 1 (0.24%) MCITP
10 1 (0.24%) MCTS
10 1 (0.24%) SAS Certification
Quality Assurance & Compliance
1 45 (10.95%) Data Quality
2 17 (4.14%) QA
3 8 (1.95%) SLA
System Software
1 11 (2.68%) HDFS
2 10 (2.43%) Apache Flume
3 3 (0.73%) Tivoli Workload Scheduler
4 1 (0.24%) Active Directory
Systems Management
1 7 (1.70%) Puppet
2 4 (0.97%) Tivoli
3 1 (0.24%) Data Guard
3 1 (0.24%) Oracle RMAN
Vendors
1 143 (34.79%) Microsoft
2 85 (20.68%) Oracle
3 28 (6.81%) SAP
3 28 (6.81%) Tableau
4 19 (4.62%) Cloudera
4 19 (4.62%) Splunk
5 17 (4.14%) Hortonworks
5 17 (4.14%) Talend
6 15 (3.65%) Informatica
6 15 (3.65%) Netezza
7 12 (2.92%) IBM
8 11 (2.68%) Teradata
9 10 (2.43%) MapR
10 8 (1.95%) Ab Initio
11 7 (1.70%) Cognos
11 7 (1.70%) Greenplum
11 7 (1.70%) MuleSoft
12 6 (1.46%) EPiServer
13 5 (1.22%) OpenText
13 5 (1.22%) Sagent
Bradford, West Yorkshire
Evolution Recruitment Solutions
Salary: 45,000 - 50,000
Posted: 16 hours ago
Leeds, West Yorkshire
CoreCom Consulting
Salary: £35000 - £45000 per annum + Benefits
Posted: 3 days ago
Leeds, West Yorkshire
Oscar
Salary: £45000 - £50000 per annum + Benefits
Posted: 5 days ago
York
Computer Futures
Salary: competitive
Posted: 26 days ago
Yorkshire and the Humber
Lawrence Harvey
Salary: £90000 - £100000.00 per annum + £6,000 car + 15-20% bonus + bens
Posted: 21 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 7 days ago
Sheffield, South Yorkshire
Sanderson
Salary: £35000.00 - £40000.00 per annum
Posted: 17 days ago