Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Nottingham with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Nottinghamshire > Nottingham
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 105 93 104
Rank change year-on-year -12 +11 -25
Permanent jobs citing ETL 33 48 43
As % of all permanent IT jobs advertised in Nottingham 1.78% 2.36% 1.86%
As % of the Processes & Methodologies category 2.00% 2.69% 2.09%
Number of salaries quoted 27 48 30
Nottingham median annual salary £44,500 £45,000 £50,000
Median salary % change year-on-year -1.11% -10.00% +33.33%
10th Percentile £32,500 £35,000 £27,500
90th Percentile £67,500 £53,000 £72,500
Nottinghamshire median annual salary £44,500 £45,000 £50,000
% change year-on-year -1.11% -10.00% +33.33%

ETL is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Nottingham with a requirement for process or methodology skills.

All Process and Methodology Skills
Nottingham
Permanent vacancies with a requirement for process or methodology skills 1651 1787 2059
As % of all permanent IT jobs advertised in Nottingham 89.24% 87.73% 88.98%
Number of salaries quoted 1451 1456 1539
Nottingham median annual salary £45,000 £43,000 £40,000
Median salary % change year-on-year +4.65% +7.50% -
10th Percentile £27,500 £26,350 £25,200
90th Percentile £68,750 £68,750 £63,750
Nottinghamshire median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% +2.56%

ETL
Job Vacancy Trend in Nottingham

Job postings citing ETL as a percentage of all IT jobs advertised in Nottingham.

Job vacancy trend for ETL in Nottingham

ETL
Salary Trend in Nottingham

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

Salary trend for ETL in Nottingham

ETL
Salary Histogram in Nottingham

The salary distribution of IT jobs citing ETL in Nottingham over the 6 months to 18 November 2017.

Salary histogram for ETL in Nottingham

For the 6 months to 18 November 2017, 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 Nottingham region with a requirement for ETL.

1 22 (66.67%) Business Intelligence
2 15 (45.45%) SQL
3 12 (36.36%) SQL Server Integration Services
3 12 (36.36%) Microsoft
4 11 (33.33%) SQL Server Reporting Services
5 10 (30.30%) Informatica
5 10 (30.30%) Data Warehouse
6 9 (27.27%) T-SQL
7 8 (24.24%) .NET
7 8 (24.24%) Agile Software Development
7 8 (24.24%) SQL Server Analysis Services
8 7 (21.21%) XML
9 6 (18.18%) C#
9 6 (18.18%) Java
9 6 (18.18%) Finance
10 5 (15.15%) PowerCenter
10 5 (15.15%) SQL Server
10 5 (15.15%) Data Modelling
10 5 (15.15%) Kimball Methodology
11 4 (12.12%) Performance Tuning
11 4 (12.12%) NoSQL
11 4 (12.12%) QA
11 4 (12.12%) PL/SQL
11 4 (12.12%) DB2
12 3 (9.09%) XSD
12 3 (9.09%) XSLT
12 3 (9.09%) SharePoint
12 3 (9.09%) Visual Studio
12 3 (9.09%) SAP
12 3 (9.09%) ASP.NET

ETL
Co-occurring IT Skills in Nottingham 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 3 (9.09%) SharePoint
2 2 (6.06%) BizTalk Server
2 2 (6.06%) Oracle Workflow
3 1 (3.03%) IBM Domino
3 1 (3.03%) SAS
Applications
1 2 (6.06%) Microsoft Excel
1 2 (6.06%) Microsoft Office
1 2 (6.06%) Microsoft Project
1 2 (6.06%) MS Visio
Business Applications
1 2 (6.06%) Oracle EBS
Cloud Services
1 1 (3.03%) Dynamics 365
1 1 (3.03%) Microsoft Azure
1 1 (3.03%) Office 365
Database & Business Intelligence
1 12 (36.36%) SQL Server Integration Services
2 11 (33.33%) SQL Server Reporting Services
3 10 (30.30%) Data Warehouse
4 8 (24.24%) SQL Server Analysis Services
5 5 (15.15%) PowerCenter
5 5 (15.15%) SQL Server
6 4 (12.12%) DB2
6 4 (12.12%) NoSQL
7 3 (9.09%) Big Data
7 3 (9.09%) MongoDB
7 3 (9.09%) SQL Server 2005
7 3 (9.09%) SQL Server 2008
7 3 (9.09%) SQL Server 2014
8 2 (6.06%) IBM InfoSphere
8 2 (6.06%) Oracle BI EE
8 2 (6.06%) Oracle BI Publisher
8 2 (6.06%) Oracle Database
8 2 (6.06%) Oracle Reports
8 2 (6.06%) Power BI
8 2 (6.06%) SAP BW
Development Applications
1 3 (9.09%) Visual Studio
2 2 (6.06%) MSTest
2 2 (6.06%) NUnit
2 2 (6.06%) Oracle Forms
2 2 (6.06%) Toad
General
1 6 (18.18%) Finance
2 3 (9.09%) Manufacturing
2 3 (9.09%) Marketing
3 2 (6.06%) Advertising
3 2 (6.06%) Retail
Job Titles
1 22 (66.67%) Developer
2 14 (42.42%) Senior Developer
3 13 (39.39%) ETL Developer
4 12 (36.36%) Senior ETL Developer
5 5 (15.15%) Business Intelligence Developer
5 5 (15.15%) Informatica Developer
5 5 (15.15%) Informatica ETL Developer
5 5 (15.15%) Senior Informatica Developer
6 3 (9.09%) SSIS Developer
6 3 (9.09%) SSRS Developer
7 2 (6.06%) .NET Developer
7 2 (6.06%) Agile Development Manager
7 2 (6.06%) C# .NET Developer
7 2 (6.06%) C# Developer
7 2 (6.06%) Database Developer
7 2 (6.06%) Oracle Consultant
7 2 (6.06%) Oracle Technical Consultant
7 2 (6.06%) Senior C# .NET Developer
7 2 (6.06%) Senior C# Developer
7 2 (6.06%) SQL Developer
Libraries, Frameworks & Software Standards
1 8 (24.24%) .NET
2 7 (21.21%) XML
3 3 (9.09%) ASP.NET
3 3 (9.09%) MDX
3 3 (9.09%) WinForms
3 3 (9.09%) XSD
3 3 (9.09%) XSLT
4 2 (6.06%) HTML
4 2 (6.06%) LINQ
4 2 (6.06%) WCF
4 2 (6.06%) WF
4 2 (6.06%) WPF
Miscellaneous
1 3 (9.09%) Analytical Skills
2 1 (3.03%) Fintech
2 1 (3.03%) Greenfield Project
Operating Systems
1 2 (6.06%) Unix
Processes & Methodologies
1 22 (66.67%) Business Intelligence
2 8 (24.24%) Agile Software Development
3 5 (15.15%) Data Modelling
3 5 (15.15%) Kimball Methodology
4 4 (12.12%) Performance Tuning
5 3 (9.09%) Data Extraction
5 3 (9.09%) Migration
5 3 (9.09%) User Stories
6 2 (6.06%) Continuous Integration
6 2 (6.06%) Data Migration
6 2 (6.06%) Database Tuning
6 2 (6.06%) Dimensional Modelling
6 2 (6.06%) Project Management
6 2 (6.06%) Software Engineering
6 2 (6.06%) System Testing
6 2 (6.06%) TDD
6 2 (6.06%) Technical Architecture
6 2 (6.06%) Unit Testing
6 2 (6.06%) Waterfall
6 2 (6.06%) Workflow
Programming Languages
1 15 (45.45%) SQL
2 9 (27.27%) T-SQL
3 6 (18.18%) C#
3 6 (18.18%) Java
4 4 (12.12%) PL/SQL
5 2 (6.06%) C++
5 2 (6.06%) Data Analysis Expressions (DAX)
5 2 (6.06%) JavaScript
5 2 (6.06%) Shell Script
5 2 (6.06%) VBA
Qualifications
1 2 (6.06%) SC Cleared
1 2 (6.06%) Security Cleared
2 1 (3.03%) Degree
Quality Assurance & Compliance
1 4 (12.12%) QA
System Software
1 3 (9.09%) VMware Infrastructure
Vendors
1 12 (36.36%) Microsoft
2 10 (30.30%) Informatica
3 3 (9.09%) Citrix
3 3 (9.09%) IBM
3 3 (9.09%) SAP
3 3 (9.09%) VMware
4 2 (6.06%) Oracle
5 1 (3.03%) Lotus