Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Nottinghamshire 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 22 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
East Midlands > Nottinghamshire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 110 100 114
Rank change year-on-year -10 +14 -26
Permanent jobs citing ETL 33 56 47
As % of all permanent IT jobs advertised in Nottinghamshire 1.60% 2.39% 1.79%
As % of the Processes & Methodologies category 1.78% 2.71% 2.00%
Number of salaries quoted 27 56 32
Nottinghamshire median annual salary £44,500 £43,750 £50,000
Median salary % change year-on-year +1.71% -12.50% +33.33%
10th Percentile £32,500 £35,000 £27,500
90th Percentile £67,500 £52,750 £71,750
East Midlands median annual salary £40,000 £45,000 £45,000
% change year-on-year -11.11% - -

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 Nottinghamshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Nottinghamshire
Permanent vacancies with a requirement for process or methodology skills 1852 2068 2345
As % of all permanent IT jobs advertised in Nottinghamshire 89.90% 88.41% 89.50%
Number of salaries quoted 1616 1699 1747
Nottinghamshire median annual salary £44,500 £42,500 £40,000
Median salary % change year-on-year +4.71% +6.25% +3.90%
10th Percentile £27,500 £26,530 £25,000
90th Percentile £68,750 £67,500 £63,750
East Midlands median annual salary £40,000 £42,000 £40,000
% change year-on-year -4.76% +5.00% -

ETL
Job Vacancy Trend in Nottinghamshire

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

Job vacancy trend for ETL in Nottinghamshire

ETL
Salary Trend in Nottinghamshire

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

Salary trend for ETL in Nottinghamshire

ETL
Salary Histogram in Nottinghamshire

The salary distribution of IT jobs citing ETL in Nottinghamshire over the 6 months to 22 November 2017.

Salary histogram for ETL in Nottinghamshire

ETL
Job Locations in Nottinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Nottinghamshire region over the 6 months to 22 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Nottingham -15 32 £44,500 +1.71% 1
ETL
East Midlands

For the 6 months to 22 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 Nottinghamshire region with a requirement for ETL.

1 23 (69.70%) Business Intelligence
2 15 (45.45%) SQL
3 13 (39.39%) Microsoft
4 12 (36.36%) SQL Server Integration Services
5 11 (33.33%) SQL Server Reporting Services
6 10 (30.30%) Informatica
6 10 (30.30%) Data Warehouse
7 9 (27.27%) T-SQL
7 9 (27.27%) Agile Software Development
8 8 (24.24%) SQL Server Analysis Services
8 8 (24.24%) .NET
9 7 (21.21%) XML
10 6 (18.18%) C#
10 6 (18.18%) Java
10 6 (18.18%) Data Modelling
10 6 (18.18%) SQL Server
10 6 (18.18%) Finance
11 5 (15.15%) Kimball Methodology
11 5 (15.15%) PowerCenter
12 4 (12.12%) IBM
12 4 (12.12%) Migration
12 4 (12.12%) DB2
12 4 (12.12%) PL/SQL
12 4 (12.12%) NoSQL
12 4 (12.12%) QA
13 3 (9.09%) SQL Server 2005
13 3 (9.09%) MDX
13 3 (9.09%) Marketing
13 3 (9.09%) Unit Testing
13 3 (9.09%) Data Extraction

ETL
Co-occurring IT Skills in Nottinghamshire 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%) IBM Domino
2 2 (6.06%) Oracle Workflow
3 1 (3.03%) SAS
Applications
1 3 (9.09%) Microsoft Excel
2 2 (6.06%) Microsoft Office
2 2 (6.06%) Microsoft Project
2 2 (6.06%) MS Visio
Business Applications
1 2 (6.06%) Oracle EBS
Cloud Services
1 2 (6.06%) Dynamics 365
1 2 (6.06%) Microsoft Azure
1 2 (6.06%) 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 6 (18.18%) SQL Server
6 5 (15.15%) PowerCenter
7 4 (12.12%) DB2
7 4 (12.12%) NoSQL
8 3 (9.09%) Big Data
8 3 (9.09%) MongoDB
8 3 (9.09%) Power BI
8 3 (9.09%) SQL Server 2005
8 3 (9.09%) SQL Server 2008
8 3 (9.09%) SQL Server 2014
9 2 (6.06%) IBM InfoSphere
9 2 (6.06%) Oracle BI EE
9 2 (6.06%) Oracle BI Publisher
9 2 (6.06%) Oracle Database
9 2 (6.06%) Oracle Reports
9 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 6 (18.18%) Business Intelligence Developer
6 5 (15.15%) Informatica Developer
6 5 (15.15%) Informatica ETL Developer
6 5 (15.15%) Senior Informatica Developer
7 3 (9.09%) SSIS Developer
7 3 (9.09%) SSRS Developer
8 2 (6.06%) .NET Developer
8 2 (6.06%) Agile Development Manager
8 2 (6.06%) C# .NET Developer
8 2 (6.06%) C# Developer
8 2 (6.06%) Microsoft BI Developer
8 2 (6.06%) Microsoft Developer
8 2 (6.06%) Oracle Consultant
8 2 (6.06%) Oracle Technical Consultant
8 2 (6.06%) Senior C# .NET Developer
8 2 (6.06%) Senior C# 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 23 (69.70%) Business Intelligence
2 9 (27.27%) Agile Software Development
3 6 (18.18%) Data Modelling
4 5 (15.15%) Kimball Methodology
5 4 (12.12%) Migration
6 3 (9.09%) Data Extraction
6 3 (9.09%) Performance Tuning
6 3 (9.09%) Project Management
6 3 (9.09%) Unit Testing
6 3 (9.09%) User Stories
7 2 (6.06%) Analytics
7 2 (6.06%) Continuous Delivery
7 2 (6.06%) Data Analytics
7 2 (6.06%) Data Visualisation
7 2 (6.06%) Integration Testing
7 2 (6.06%) SDLC
7 2 (6.06%) Software Delivery
7 2 (6.06%) Visualisation
7 2 (6.06%) Waterfall
7 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%) JavaScript
5 2 (6.06%) Shell Script
5 2 (6.06%) VBA
6 1 (3.03%) Data Analysis Expressions (DAX)
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 13 (39.39%) Microsoft
2 10 (30.30%) Informatica
3 4 (12.12%) IBM
4 3 (9.09%) Citrix
4 3 (9.09%) SAP
4 3 (9.09%) VMware
5 2 (6.06%) Lotus
5 2 (6.06%) Oracle