The table below looks at the statistics for ETL skills in IT jobs advertised for the Manchester region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 30 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 115 134 160
Rank change year-on-year
+19 +26
Permanent jobs citing ETL 66 57 31
As % of all permanent IT jobs located in Manchester 1.89% 1.70% 0.78%
As % of the Processes & Methodologies category 2.12% 1.91% 0.91%
Number of salaries quoted 61 45 30
Median salary £40,000 £40,000 £38,500
Median salary % change year-on-year
- +3.89%
90% offered a salary of more than £31,500 £27,100 £31,500
10% offered a salary of more than £50,000 £52,500 £68,750
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
ETL
North West

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Manchester region.

Processes & Methodologies Category
Manchester
Permanent IT job ads with a match in the
Processes & Methodologies category
3107 2981 3389
As % of all permanent IT jobs located in Manchester 88.77% 88.67% 85.24%
Number of salaries quoted 2646 2481 2745
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year
+12.50% -
90% offered a salary of more than £30,000 £27,500 £26,500
10% offered a salary of more than £62,500 £56,500 £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 Manchester

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

ETL Jobs Demand Trend in Manchester

ETL
Salary Trend in Manchester

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

ETL Salary Trend in Manchester

ETL
Salary Histogram in Manchester

This chart provides a salary histogram for IT jobs citing ETL across the Manchester region over the 3 months to 30 June 2016.

ETL Salary Histogram in Manchester

ETL
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Manchester region over the 3 months to 30 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
Stockport +12 12 £35,000 -33.33% 5
Cheadle +7 2 £27,500 +2.80%
Wigan - 2 £37,500 -
Altrincham - 2 £38,750 - 1
Bolton - 1 £37,500 -
ETL
North West

ETL
Top 30 Related IT Skills in Manchester

For the 6 months to 30 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 Manchester region with a requirement for ETL.

1 73 (77.66%) SQL
2 66 (70.21%) Business Intelligence
3 57 (60.64%) SQL Server
4 53 (56.38%) Data Warehouse
5 52 (55.32%) SQL Server Integration Services
6 46 (48.94%) SQL Server Reporting Services
7 35 (37.23%) SQL Server Analysis Services
8 34 (36.17%) T-SQL
9 31 (32.98%) Microsoft
10 27 (28.72%) SQL Server 2012
11 26 (27.66%) MS Excel
12 22 (23.40%) SQL Server 2008
13 20 (21.28%) Finance
14 18 (19.15%) Agile Software Development
15 16 (17.02%) NoSQL
16 15 (15.96%) Analytics
16 15 (15.96%) Data Analysis
17 14 (14.89%) Tableau
17 14 (14.89%) Visualisation
18 13 (13.83%) Data Modelling
18 13 (13.83%) Oracle
19 12 (12.77%) .NET
19 12 (12.77%) Power BI
20 11 (11.70%) iPad
21 10 (10.64%) MongoDB
21 10 (10.64%) Data Integration
21 10 (10.64%) MDX
21 10 (10.64%) Data Visualisation
21 10 (10.64%) Cognos
21 10 (10.64%) DataStage

ETL
Top Related IT Skills in Manchester 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 2 (2.13%) Elasticsearch
2 1 (1.06%) Apache
2 1 (1.06%) Apache Spark
2 1 (1.06%) SAS
Applications
1 26 (27.66%) MS Excel
2 4 (4.26%) MS Office
3 1 (1.06%) MS PowerPoint
Business Applications
1 2 (2.13%) Oracle EBS
2 1 (1.06%) Dynamics AX
2 1 (1.06%) Dynamics CRM
Cloud Services
1 6 (6.38%) Amazon AWS
2 4 (4.26%) Amazon EC2
3 3 (3.19%) Google Analytics
4 2 (2.13%) SaaS
Communications & Networking
1 3 (3.19%) Firewall
2 1 (1.06%) DSL
2 1 (1.06%) HTTP
Database & Business Intelligence
1 57 (60.64%) SQL Server
2 53 (56.38%) Data Warehouse
3 52 (55.32%) SQL Server Integration Services
4 46 (48.94%) SQL Server Reporting Services
5 35 (37.23%) SQL Server Analysis Services
6 27 (28.72%) SQL Server 2012
7 22 (23.40%) SQL Server 2008
8 16 (17.02%) NoSQL
9 12 (12.77%) Power BI
10 10 (10.64%) DataStage
10 10 (10.64%) MongoDB
11 9 (9.57%) SQL Server 2014
12 8 (8.51%) QlikView
13 7 (7.45%) Big Data
13 7 (7.45%) Oracle BI EE
13 7 (7.45%) Oracle ODI
13 7 (7.45%) Relational Database
13 7 (7.45%) SQL Server 2005
14 6 (6.38%) MySQL
14 6 (6.38%) PostgreSQL
Development Applications
1 3 (3.19%) Talend Open Studio
1 3 (3.19%) Team Foundation Server
2 1 (1.06%) IntelliJ
2 1 (1.06%) Jenkins
2 1 (1.06%) JUnit
2 1 (1.06%) Maven
2 1 (1.06%) NUnit
2 1 (1.06%) SQL Server Management Studio (SSMS)
2 1 (1.06%) TeamCity
2 1 (1.06%) tSQLt
General
1 20 (21.28%) Finance
2 5 (5.32%) Legal
3 4 (4.26%) Manufacturing
4 2 (2.13%) Games
4 2 (2.13%) Publishing
4 2 (2.13%) Retail
5 1 (1.06%) Advertising
5 1 (1.06%) Banking
5 1 (1.06%) Financial Institution
5 1 (1.06%) Investment Banking
5 1 (1.06%) Marketing
Job Titles
1 68 (72.34%) Developer
2 30 (31.91%) Business Intelligence Developer
2 30 (31.91%) SQL Developer
3 11 (11.70%) SQL Server Developer
4 10 (10.64%) Data Warehouse Developer
4 10 (10.64%) ETL Developer
5 9 (9.57%) DBA
5 9 (9.57%) SQL DBA
6 7 (7.45%) Analyst
7 6 (6.38%) Consultant
7 6 (6.38%) Oracle Developer
7 6 (6.38%) SSIS Developer
8 5 (5.32%) Architect
8 5 (5.32%) SQL BI Developer
8 5 (5.32%) SQL Server DBA
9 4 (4.26%) Business Intelligence Architect
9 4 (4.26%) Business Intelligence Consultant
9 4 (4.26%) Data Engineer
9 4 (4.26%) Oracle BI Developer
9 4 (4.26%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 12 (12.77%) .NET
2 10 (10.64%) MDX
3 6 (6.38%) ASP.NET
3 6 (6.38%) XML
4 2 (2.13%) Kafka
5 1 (1.06%) COM
5 1 (1.06%) Visualforce
5 1 (1.06%) WCF
5 1 (1.06%) Web Services
5 1 (1.06%) WSDL
5 1 (1.06%) WSE
Miscellaneous
1 14 (14.89%) Visualisation
2 11 (11.70%) iPad
3 10 (10.64%) Data Integration
4 8 (8.51%) Analytical Skills
5 4 (4.26%) Clustering
5 4 (4.26%) Replication
5 4 (4.26%) Tandem
6 3 (3.19%) Data Structures
7 2 (2.13%) Informatics
8 1 (1.06%) Algorithms
8 1 (1.06%) Data Conversion
8 1 (1.06%) Data Extraction
8 1 (1.06%) FMCG
8 1 (1.06%) Management Information System
Operating Systems
1 9 (9.57%) Windows
2 3 (3.19%) Windows 7
3 2 (2.13%) Unix
4 1 (1.06%) Linux
Processes & Methodologies
1 66 (70.21%) Business Intelligence
2 18 (19.15%) Agile Software Development
3 15 (15.96%) Analytics
3 15 (15.96%) Data Analysis
4 13 (13.83%) Data Modelling
5 10 (10.64%) Data Visualisation
6 9 (9.57%) ETL Development
6 9 (9.57%) Mentoring
7 8 (8.51%) Data Analytics
7 8 (8.51%) Kimball Methodology
8 7 (7.45%) Data Management
8 7 (7.45%) Data Transformation
8 7 (7.45%) Performance Tuning
8 7 (7.45%) Re-Platforming
9 6 (6.38%) Information Management
10 5 (5.32%) Business Analysis
10 5 (5.32%) Customer Insight
10 5 (5.32%) E-Commerce
10 5 (5.32%) Migration
10 5 (5.32%) Open Source
Programming Languages
1 73 (77.66%) SQL
2 34 (36.17%) T-SQL
3 7 (7.45%) Java
4 6 (6.38%) C#
5 5 (5.32%) Bash Shell
5 5 (5.32%) Python
6 4 (4.26%) Data Analysis Expressions (DAX)
6 4 (4.26%) Perl
6 4 (4.26%) PL/SQL
6 4 (4.26%) Ruby
7 3 (3.19%) VB
7 3 (3.19%) VBA
8 2 (2.13%) ABAP
8 2 (2.13%) Shell Script
9 1 (1.06%) ANSI SQL
9 1 (1.06%) C
9 1 (1.06%) C++
9 1 (1.06%) JavaScript
9 1 (1.06%) R
9 1 (1.06%) VB.NET
Qualifications
1 7 (7.45%) Degree
2 1 (1.06%) Microsoft Certification
2 1 (1.06%) Oracle Certification
2 1 (1.06%) PMI Certification
2 1 (1.06%) PMP
2 1 (1.06%) PRINCE2 Certification
Quality Assurance & Compliance
1 2 (2.13%) QA
2 1 (1.06%) Data Quality
System Software
1 1 (1.06%) HDFS
Vendors
1 31 (32.98%) Microsoft
2 14 (14.89%) Tableau
3 13 (13.83%) Oracle
4 10 (10.64%) Cognos
5 8 (8.51%) Informatica
6 5 (5.32%) IBM
7 3 (3.19%) Ab Initio
7 3 (3.19%) Google
7 3 (3.19%) SAP
7 3 (3.19%) Talend
8 2 (2.13%) Netezza
8 2 (2.13%) RedGate
9 1 (1.06%) Cloudera
9 1 (1.06%) IDERA
9 1 (1.06%) JD Edwards
9 1 (1.06%) Salesforce.com
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