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 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 124 127 172
Rank change year-on-year
+3 +45
Permanent jobs citing ETL 113 131 86
As % of all permanent IT jobs located in the North West 2.02% 2.07% 1.24%
As % of the Processes & Methodologies category 2.32% 2.35% 1.45%
Number of salaries quoted 103 102 79
Median salary £40,000 £40,000 £39,000
Median salary % change year-on-year
- +2.56%
90% offered a salary of more than £29,200 £32,500 £32,500
10% offered a salary of more than £50,000 £52,500 £56,300
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 North West region.

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
4863 5582 5941
As % of all permanent IT jobs located in the North West 86.79% 88.32% 85.35%
Number of salaries quoted 4116 4536 4742
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £28,000 £27,500 £27,000
10% offered a salary of more than £62,500 £57,000 £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 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 28 June 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 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
Manchester +14 65 £40,000 - 12
Cheshire +4 27 £38,000 -10.58% 8
Merseyside +1 11 £42,500 +18.05% 4
Lancashire - 6 £38,750 - 1
ETL
England

ETL
Top 30 Related IT Skills in the North West

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 North West region with a requirement for ETL.

1 158 (79.80%) SQL
2 133 (67.17%) Business Intelligence
3 126 (63.64%) SQL Server
4 117 (59.09%) SQL Server Integration Services
5 101 (51.01%) SQL Server Reporting Services
6 87 (43.94%) Data Warehouse
7 75 (37.88%) T-SQL
8 70 (35.35%) SQL Server Analysis Services
9 67 (33.84%) Microsoft
10 60 (30.30%) Finance
10 60 (30.30%) SQL Server 2012
11 51 (25.76%) MS Excel
11 51 (25.76%) SQL Server 2008
12 48 (24.24%) Agile Software Development
13 41 (20.71%) Analytical Skills
14 38 (19.19%) Oracle
15 36 (18.18%) Analytics
16 31 (15.66%) Data Modelling
17 25 (12.63%) SQL Server 2014
18 24 (12.12%) Relational Database
18 24 (12.12%) Team Foundation Server
18 24 (12.12%) Tableau
19 22 (11.11%) Performance Tuning
20 21 (10.61%) Data Analysis
20 21 (10.61%) Replication
20 21 (10.61%) Informatica
20 21 (10.61%) .NET
20 21 (10.61%) Power BI
21 19 (9.60%) Kimball Methodology
21 19 (9.60%) NoSQL

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 10 (5.05%) SharePoint
2 7 (3.54%) BizTalk Server
3 1 (0.51%) Apache
3 1 (0.51%) Apache Spark
3 1 (0.51%) SAS
Applications
1 51 (25.76%) MS Excel
2 18 (9.09%) MS Office
3 2 (1.01%) MS PowerPoint
4 1 (0.51%) MS Visio
Business Applications
1 9 (4.55%) SAP FI
2 7 (3.54%) Dynamics CRM
3 5 (2.53%) Salesforce.com CRM
4 2 (1.01%) Oracle EBS
5 1 (0.51%) Dynamics AX
5 1 (0.51%) Dynamics NAV
Cloud Services
1 5 (2.53%) Amazon AWS
2 4 (2.02%) Amazon EC2
3 3 (1.52%) Google Analytics
4 2 (1.01%) SaaS
5 1 (0.51%) Amazon Kinesis
5 1 (0.51%) Amazon S3
5 1 (0.51%) AWS Elastic Beanstalk
Communications & Networking
1 3 (1.52%) Firewall
2 1 (0.51%) HTTP
Database & Business Intelligence
1 126 (63.64%) SQL Server
2 117 (59.09%) SQL Server Integration Services
3 101 (51.01%) SQL Server Reporting Services
4 87 (43.94%) Data Warehouse
5 70 (35.35%) SQL Server Analysis Services
6 60 (30.30%) SQL Server 2012
7 51 (25.76%) SQL Server 2008
8 25 (12.63%) SQL Server 2014
9 24 (12.12%) Relational Database
10 21 (10.61%) Power BI
11 19 (9.60%) MySQL
11 19 (9.60%) NoSQL
12 18 (9.09%) Oracle BI EE
12 18 (9.09%) Oracle ODI
13 14 (7.07%) QlikView
14 13 (6.57%) Big Data
14 13 (6.57%) BusinessObjects
14 13 (6.57%) OLAP
15 12 (6.06%) MongoDB
16 11 (5.56%) DataStage
Development Applications
1 24 (12.12%) Team Foundation Server
2 11 (5.56%) Talend Open Studio
3 10 (5.05%) ERwin
4 2 (1.01%) HP UFT
4 2 (1.01%) MSTest
5 1 (0.51%) Git (software)
5 1 (0.51%) IntelliJ
5 1 (0.51%) Jenkins
5 1 (0.51%) JUnit
5 1 (0.51%) Maven
5 1 (0.51%) NUnit
5 1 (0.51%) SQL Server Management Studio (SSMS)
5 1 (0.51%) Subversion
5 1 (0.51%) TeamCity
5 1 (0.51%) tSQLt
5 1 (0.51%) Visual Studio
General
1 60 (30.30%) Finance
2 19 (9.60%) Banking
3 9 (4.55%) Pharmaceutical
4 7 (3.54%) Billing
4 7 (3.54%) Manufacturing
5 6 (3.03%) Advertising
5 6 (3.03%) Legal
6 3 (1.52%) Games
7 2 (1.01%) Investment Banking
7 2 (1.01%) Marketing
7 2 (1.01%) Publishing
7 2 (1.01%) Retail
8 1 (0.51%) Corporate Banking
8 1 (0.51%) Financial Institution
Job Titles
1 121 (61.11%) Developer
2 55 (27.78%) Business Intelligence Developer
3 52 (26.26%) SQL Developer
4 29 (14.65%) Analyst
5 27 (13.64%) DBA
6 26 (13.13%) SQL DBA
7 22 (11.11%) ETL Developer
8 21 (10.61%) SSIS Developer
9 17 (8.59%) Database Developer
10 16 (8.08%) Business Intelligence Analyst
11 13 (6.57%) Oracle Developer
11 13 (6.57%) SQL BI Developer
11 13 (6.57%) SQL Server Developer
12 12 (6.06%) Data Analyst
12 12 (6.06%) Senior Developer
13 11 (5.56%) Architect
13 11 (5.56%) Data Warehouse Developer
14 10 (5.05%) SQL Database Developer
15 9 (4.55%) Consultant
15 9 (4.55%) Senior Analyst
Libraries, Frameworks & Software Standards
1 21 (10.61%) .NET
2 14 (7.07%) MDX
3 10 (5.05%) XML
4 8 (4.04%) ASP.NET
5 7 (3.54%) Web Services
6 2 (1.01%) Kafka
7 1 (0.51%) .NET Framework
7 1 (0.51%) COM
7 1 (0.51%) Middleware
7 1 (0.51%) ODBC
7 1 (0.51%) Visualforce
7 1 (0.51%) WCF
7 1 (0.51%) WSDL
7 1 (0.51%) WSE
Miscellaneous
1 41 (20.71%) Analytical Skills
2 21 (10.61%) Replication
3 19 (9.60%) Data Integration
4 15 (7.58%) Visualisation
5 13 (6.57%) Clustering
6 10 (5.05%) iPad
7 7 (3.54%) Management Information System
8 6 (3.03%) N-Tier
9 5 (2.53%) Credit Risk
9 5 (2.53%) SWIFT
10 4 (2.02%) Data Structures
10 4 (2.02%) Tandem
11 3 (1.52%) Social Media
12 2 (1.01%) Data Extraction
12 2 (1.01%) Informatics
12 2 (1.01%) Life Science
12 2 (1.01%) NHS
13 1 (0.51%) Computer Science
13 1 (0.51%) Data Conversion
13 1 (0.51%) Mathematics
Operating Systems
1 12 (6.06%) Windows
2 3 (1.52%) Unix
2 3 (1.52%) Windows 7
3 2 (1.01%) Linux
Processes & Methodologies
1 133 (67.17%) Business Intelligence
2 48 (24.24%) Agile Software Development
3 36 (18.18%) Analytics
4 31 (15.66%) Data Modelling
5 22 (11.11%) Performance Tuning
6 21 (10.61%) Data Analysis
7 19 (9.60%) Information Management
7 19 (9.60%) Kimball Methodology
8 18 (9.09%) ETL Development
9 16 (8.08%) Scrum
10 15 (7.58%) Mentoring
11 12 (6.06%) Stakeholder Management
11 12 (6.06%) TDD
12 11 (5.56%) Data Analytics
13 10 (5.05%) Data Visualisation
13 10 (5.05%) Information Architecture
13 10 (5.05%) Root Cause Analysis
14 9 (4.55%) Data Management
14 9 (4.55%) Project Management
14 9 (4.55%) Stakeholder Engagement
Programming Languages
1 158 (79.80%) SQL
2 75 (37.88%) T-SQL
3 14 (7.07%) Java
4 11 (5.56%) VBA
5 8 (4.04%) C#
5 8 (4.04%) PL/SQL
6 6 (3.03%) Data Analysis Expressions (DAX)
7 5 (2.53%) Bash Shell
7 5 (2.53%) Python
8 4 (2.02%) Perl
8 4 (2.02%) Ruby
8 4 (2.02%) VB
9 3 (1.52%) R
10 2 (1.01%) ABAP
10 2 (1.01%) Shell Script
11 1 (0.51%) Apex Code
11 1 (0.51%) C
11 1 (0.51%) C++
11 1 (0.51%) JavaScript
11 1 (0.51%) VB.NET
Qualifications
1 10 (5.05%) Degree
2 2 (1.01%) ISEB
2 2 (1.01%) PMI Certification
2 2 (1.01%) PMP
2 2 (1.01%) PRINCE2 Certification
3 1 (0.51%) Microsoft Certification
3 1 (0.51%) Oracle Certification
Quality Assurance & Compliance
1 6 (3.03%) Data Quality
1 6 (3.03%) QA
2 5 (2.53%) SLA
System Software
1 1 (0.51%) Docker
1 1 (0.51%) HDFS
Systems Management
1 2 (1.01%) HP Quality Center
Vendors
1 67 (33.84%) Microsoft
2 38 (19.19%) Oracle
3 24 (12.12%) Tableau
4 21 (10.61%) Informatica
5 15 (7.58%) Cognos
6 13 (6.57%) SAP
7 11 (5.56%) Talend
8 7 (3.54%) Google
8 7 (3.54%) Salesforce.com
9 6 (3.03%) Ab Initio
9 6 (3.03%) IBM
10 5 (2.53%) Bloomberg
10 5 (2.53%) Remedy
10 5 (2.53%) Reuters
10 5 (2.53%) Vertica
11 3 (1.52%) Netezza
12 2 (1.01%) Cognizant
12 2 (1.01%) Greenplum
12 2 (1.01%) MicroStrategy
12 2 (1.01%) Teradata
Liverpool, Merseyside
Search Consultancy
Salary: Benefits
Posted: 7 hours ago
Altrincham, Cheshire
Harvey Nash plc
Salary: £50000 per annum
Posted: 3 hours ago
Manchester, Lancashire
Circle Recruitment
Salary: £30000 - £40000 per annum + Excellent Benefits
Posted: Yesterday
Knutsford, Cheshire
Adria Solutions Ltd
Salary: £30000 - £35000 per annum + Fantastic Benefits
Posted: 23 hours ago
Cheshire
Rullion IT Plus
Salary: £25000 - £30000 per annum + Pension
Posted: 5 days ago
Chester, Cheshire
Oscar
Salary: £25000 - £35000 per annum + Benefits
Posted: 4 days ago
North West
Cognizant
Posted: Yesterday
Manchester, Lancashire
Oscar
Salary: £45000 - £50000 per annum + Benefits
Posted: 5 days ago
Stockport
Applause IT Ltd
Salary: £28000 - £35000 per annum + 25 days hol + flexi-time, etc
Posted: 9 days ago
Stockport, Cheshire
Circle Recruitment
Salary: Benefits
Posted: 6 days ago
North West England
Ampersand Consulting
Salary: £28000 - £32000 per annum + Benefits
Posted: 8 days ago
Preston, Lancashire
BAE Systems
Posted: 6 days ago
Stockport, Cheshire
Applause IT Innovation
Salary: £27000 - £36000 per annum + bens
Posted: 6 days ago
Stockport
Applause IT Ltd
Salary: £38000 - £45000 per annum + bens
Posted: 9 days ago
Stockport
Applause IT Ltd
Salary: £25000 - £35000 per annum + FlexiTime, Pension, Health
Posted: 15 days ago
Liverpool, Merseyside
Yodel
Posted: 6 days ago
Manchester
Applause IT Ltd
Salary: £35000 per annum + Private Health Care
Posted: 26 days ago
Manchester
Churchill Frank International
Salary: £40000 - £50000 per annum
Posted: 23 days ago