The table below looks at the statistics for ETL skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 25 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 145 119 146
Rank change year-on-year
-26 +27
Permanent jobs citing ETL 85 137 109
As % of all permanent IT jobs located in the North West 1.55% 2.25% 1.61%
As % of the Processes & Methodologies category 1.81% 2.54% 1.88%
Number of salaries quoted 75 102 96
Median salary £40,000 £40,000 £39,000
Median salary % change year-on-year
- +2.56%
90% offered a salary of more than £28,100 £30,969 £30,000
10% offered a salary of more than £52,500 £50,000 £55,500
UK excluding London median salary £45,000 £45,000 £45,000
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 North West region.

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
4702 5388 5792
As % of all permanent IT jobs located in the North West 85.94% 88.40% 85.67%
Number of salaries quoted 3971 4292 4651
Median salary £42,500 £40,000 £39,000
Median salary % change year-on-year
+6.25% +2.56%
90% offered a salary of more than £27,500 £27,500 £26,500
10% offered a salary of more than £60,000 £55,500 £57,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in the North West

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

ETL Jobs Demand Trend in the North West

ETL
Salary Trend in the North West

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

ETL Salary Trend in the North West

ETL
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing ETL across the North West region over the 3 months to 25 May 2016.

ETL Salary Histogram in the North West

ETL
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the North West region over the 3 months to 25 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
Manchester -10 38 £37,500 -6.25% 15
Cheshire +3 30 £40,000 -5.88% 5
Lancashire +12 8 £40,000 +29.16%
Merseyside -2 5 £43,750 +34.61% 2
ETL
England

ETL
Top 30 Related IT Skills in the North West

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

1 142 (79.78%) SQL
2 119 (66.85%) Business Intelligence
3 116 (65.17%) SQL Server
4 110 (61.80%) SQL Server Integration Services
5 99 (55.62%) SQL Server Reporting Services
6 73 (41.01%) T-SQL
7 70 (39.33%) Data Warehouse
8 69 (38.76%) SQL Server Analysis Services
9 64 (35.96%) Finance
10 54 (30.34%) Microsoft
10 54 (30.34%) SQL Server 2012
11 52 (29.21%) Agile Software Development
12 41 (23.03%) SQL Server 2008
13 39 (21.91%) MS Excel
14 35 (19.66%) Oracle
15 34 (19.10%) Analytics
16 32 (17.98%) Data Modelling
17 31 (17.42%) Analytical Skills
18 29 (16.29%) Team Foundation Server
19 26 (14.61%) Information Management
20 25 (14.04%) SQL Server 2014
21 24 (13.48%) Performance Tuning
21 24 (13.48%) Replication
22 21 (11.80%) Banking
22 21 (11.80%) Informatica
22 21 (11.80%) .NET
23 20 (11.24%) Tableau
23 20 (11.24%) Data Analysis
24 19 (10.67%) Relational Database
25 18 (10.11%) Data Integration

ETL
Top Related IT Skills in the North West 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 (6.18%) BizTalk Server
2 6 (3.37%) SharePoint
3 3 (1.69%) SAS
4 1 (0.56%) Apache Spark
4 1 (0.56%) CMS
4 1 (0.56%) Mule
Applications
1 39 (21.91%) MS Excel
2 11 (6.18%) MS Office
3 2 (1.12%) MS PowerPoint
4 1 (0.56%) MS Visio
4 1 (0.56%) SPSS
Business Applications
1 11 (6.18%) SAP FI
2 9 (5.06%) Dynamics CRM
3 5 (2.81%) Salesforce.com CRM
4 3 (1.69%) Oracle EBS
5 1 (0.56%) Oracle BPM
5 1 (0.56%) SAP MDM
Cloud Services
1 3 (1.69%) Amazon AWS
2 2 (1.12%) Amazon EC2
3 1 (0.56%) Amazon Kinesis
3 1 (0.56%) Amazon S3
3 1 (0.56%) AWS Elastic Beanstalk
3 1 (0.56%) Google Analytics
Database & Business Intelligence
1 116 (65.17%) SQL Server
2 110 (61.80%) SQL Server Integration Services
3 99 (55.62%) SQL Server Reporting Services
4 70 (39.33%) Data Warehouse
5 69 (38.76%) SQL Server Analysis Services
6 54 (30.34%) SQL Server 2012
7 41 (23.03%) SQL Server 2008
8 25 (14.04%) SQL Server 2014
9 19 (10.67%) Relational Database
10 18 (10.11%) Power BI
11 14 (7.87%) BusinessObjects
11 14 (7.87%) OLAP
11 14 (7.87%) Spotfire
12 13 (7.30%) MySQL
12 13 (7.30%) NoSQL
12 13 (7.30%) Oracle BI EE
13 12 (6.74%) Oracle ODI
14 11 (6.18%) QlikView
15 10 (5.62%) OLAP Cube
15 10 (5.62%) PowerPivot
Development Applications
1 29 (16.29%) Team Foundation Server
2 13 (7.30%) ERwin
3 8 (4.49%) Talend Open Studio
4 6 (3.37%) MSTest
5 5 (2.81%) HP UFT
6 2 (1.12%) Selenium
7 1 (0.56%) Git (software)
7 1 (0.56%) IntelliJ
7 1 (0.56%) Jenkins
7 1 (0.56%) JUnit
7 1 (0.56%) Maven
7 1 (0.56%) NUnit
7 1 (0.56%) Oracle APEX
7 1 (0.56%) SQL Server Management Studio (SSMS)
7 1 (0.56%) Subversion
7 1 (0.56%) TeamCity
7 1 (0.56%) tSQLt
General
1 64 (35.96%) Finance
2 21 (11.80%) Banking
3 13 (7.30%) Pharmaceutical
4 5 (2.81%) Legal
5 4 (2.25%) Advertising
5 4 (2.25%) Retail
6 3 (1.69%) Corporate Banking
6 3 (1.69%) Manufacturing
7 2 (1.12%) Billing
7 2 (1.12%) Games
7 2 (1.12%) Marketing
8 1 (0.56%) Financial Institution
8 1 (0.56%) Publishing
Job Titles
1 94 (52.81%) Developer
2 47 (26.40%) SQL Developer
3 40 (22.47%) Business Intelligence Developer
4 36 (20.22%) Analyst
5 23 (12.92%) DBA
6 22 (12.36%) SQL DBA
7 21 (11.80%) SSIS Developer
8 17 (9.55%) Database Developer
8 17 (9.55%) ETL Developer
9 15 (8.43%) Architect
9 15 (8.43%) Business Intelligence Analyst
10 13 (7.30%) Senior Analyst
10 13 (7.30%) Senior Developer
10 13 (7.30%) SQL BI Developer
11 12 (6.74%) Consultant
11 12 (6.74%) SQL Server Developer
12 10 (5.62%) Data Analyst
12 10 (5.62%) SQL Analyst
12 10 (5.62%) SQL Database Developer
13 9 (5.06%) Senior SQL Developer
Libraries, Frameworks & Software Standards
1 21 (11.80%) .NET
2 17 (9.55%) MDX
3 12 (6.74%) XML
4 10 (5.62%) Web Services
5 6 (3.37%) ASP.NET
6 2 (1.12%) .NET Framework
6 2 (1.12%) WCF
6 2 (1.12%) WSDL
7 1 (0.56%) Apache Flex
7 1 (0.56%) CSS
7 1 (0.56%) Entity Framework
7 1 (0.56%) HTML
7 1 (0.56%) JSON
7 1 (0.56%) Kafka
7 1 (0.56%) ODBC
7 1 (0.56%) REST
7 1 (0.56%) RESTful
7 1 (0.56%) WSE
Miscellaneous
1 31 (17.42%) Analytical Skills
2 24 (13.48%) Replication
3 18 (10.11%) Data Integration
4 15 (8.43%) Clustering
5 13 (7.30%) Management Information System
6 11 (6.18%) Visualisation
7 6 (3.37%) N-Tier
8 5 (2.81%) Credit Risk
8 5 (2.81%) SWIFT
8 5 (2.81%) Tandem
9 3 (1.69%) Data Extraction
9 3 (1.69%) EPoS
9 3 (1.69%) iPad
10 2 (1.12%) Data Structures
10 2 (1.12%) Informatics
10 2 (1.12%) Mathematics
10 2 (1.12%) NHS
10 2 (1.12%) Social Media
11 1 (0.56%) Algorithms
11 1 (0.56%) Data Conversion
Operating Systems
1 14 (7.87%) Windows
2 3 (1.69%) Unix
3 2 (1.12%) Linux
4 1 (0.56%) Windows 7
4 1 (0.56%) Windows Server 2012
Processes & Methodologies
1 119 (66.85%) Business Intelligence
2 52 (29.21%) Agile Software Development
3 34 (19.10%) Analytics
4 32 (17.98%) Data Modelling
5 26 (14.61%) Information Management
6 24 (13.48%) Performance Tuning
7 20 (11.24%) Data Analysis
8 17 (9.55%) ETL Development
9 16 (8.99%) Disaster Recovery
10 15 (8.43%) Data Management
11 14 (7.87%) Information Architecture
11 14 (7.87%) TDD
12 13 (7.30%) CRM
12 13 (7.30%) High Availability
12 13 (7.30%) Mentoring
13 12 (6.74%) Scrum
13 12 (6.74%) Stakeholder Engagement
14 11 (6.18%) Master Data Management
15 10 (5.62%) Data Visualisation
16 9 (5.06%) Kimball Methodology
Programming Languages
1 142 (79.78%) SQL
2 73 (41.01%) T-SQL
3 10 (5.62%) Java
4 7 (3.93%) C#
5 4 (2.25%) Data Analysis Expressions (DAX)
5 4 (2.25%) VBA
6 3 (1.69%) Bash Shell
6 3 (1.69%) PL/SQL
6 3 (1.69%) Python
6 3 (1.69%) R
7 2 (1.12%) ANSI SQL
7 2 (1.12%) Perl
7 2 (1.12%) Ruby
7 2 (1.12%) VB
8 1 (0.56%) ABAP
8 1 (0.56%) C
8 1 (0.56%) C++
8 1 (0.56%) JavaScript
8 1 (0.56%) Scala
8 1 (0.56%) VB.NET
Qualifications
1 12 (6.74%) Degree
2 8 (4.49%) ISEB
3 3 (1.69%) ISTQB
3 3 (1.69%) ISTQB Foundation Certification
3 3 (1.69%) SC Cleared
3 3 (1.69%) Security Cleared
4 1 (0.56%) Microsoft Certification
Quality Assurance & Compliance
1 12 (6.74%) Data Quality
2 5 (2.81%) SLA
3 3 (1.69%) QA
System Software
1 1 (0.56%) Docker
1 1 (0.56%) HDFS
Systems Management
1 6 (3.37%) HP Quality Center
Vendors
1 54 (30.34%) Microsoft
2 35 (19.66%) Oracle
3 21 (11.80%) Informatica
4 20 (11.24%) Tableau
5 15 (8.43%) SAP
6 9 (5.06%) Cognos
7 8 (4.49%) Salesforce.com
7 8 (4.49%) Talend
8 6 (3.37%) Ab Initio
9 5 (2.81%) Bloomberg
9 5 (2.81%) Remedy
9 5 (2.81%) Reuters
10 4 (2.25%) Google
11 3 (1.69%) Vertica
12 2 (1.12%) Cognizant
12 2 (1.12%) Hyperion
12 2 (1.12%) IBM
12 2 (1.12%) MicroStrategy
12 2 (1.12%) RedGate
12 2 (1.12%) Teradata
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