The following table provides summary statistics for permanent job vacancies advertised in Buckinghamshire with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 3 months to 28 April 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South East / Buckinghamshire
3 months to
28 Apr 2017
Same period 2016 Same period 2015
Rank 84 97 111
Rank change year-on-year +13 +14  
Permanent jobs citing ETL 27 28 31
As % of all permanent IT jobs advertised in Buckinghamshire 1.90% 1.66% 1.40%
As % of the Processes & Methodologies category 2.19% 1.91% 1.66%
Number of salaries quoted 18 23 24
Median salary £79,250 £35,000 £45,000
Median salary % change year-on-year +126.42% -22.22%  
90% offered a salary of more than £48,500 £32,500 £40,000
10% offered a salary of more than £88,250 £78,000 £62,500
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Buckinghamshire with a requirement for process and methodology skills.

Process & Methodology Skills
Buckinghamshire
Permanent job vacancies with a requirement for process and methodology skills 1233 1468 1868
As % of all permanent IT job vacancies advertised in Buckinghamshire 86.77% 86.97% 84.33%
Number of salaries quoted 969 1155 1396
Median salary £46,500 £45,000 £42,500
Median salary % change year-on-year +3.33% +5.88%  
90% offered a salary of more than £31,500 £30,000 £31,500
10% offered a salary of more than £67,500 £62,500 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

ETL
Job Vacancy Trend in Buckinghamshire

The job posting trend of jobs advertised in Buckinghamshire citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in Buckinghamshire

ETL
Salary Trend in Buckinghamshire

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

Salary trend for ETL in Buckinghamshire

ETL
Salary Histogram in Buckinghamshire

The salary distribution of IT jobs citing ETL in Buckinghamshire over the 3 months to 28 April 2017.

Salary histogram for ETL in Buckinghamshire

ETL
Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Buckinghamshire region over the 3 months to 28 April 2017. 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 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
Milton Keynes +9 24 £80,000 +101.25% 6
High Wycombe - 2 - -
ETL
South East

For the 6 months to 28 April 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 Buckinghamshire region with a requirement for ETL.

1 32 (71.11%) Business Intelligence
2 26 (57.78%) SQL
3 21 (46.67%) Data Warehouse
4 18 (40.00%) Big Data
5 17 (37.78%) OLAP
5 17 (37.78%) SQL Server Integration Services
5 17 (37.78%) Hadoop
6 16 (35.56%) Agile Software Development
6 16 (35.56%) SQL Server
6 16 (35.56%) Analytics
7 14 (31.11%) Finance
8 13 (28.89%) SQL Server Reporting Services
8 13 (28.89%) Apache Hive
8 13 (28.89%) NoSQL
8 13 (28.89%) Relational Database
9 12 (26.67%) Data Quality
9 12 (26.67%) Data Integration
9 12 (26.67%) Stakeholder Management
10 11 (24.44%) Data Modelling
10 11 (24.44%) Oracle
10 11 (24.44%) Analytical Skills
11 9 (20.00%) T-SQL
11 9 (20.00%) Cognos
11 9 (20.00%) SDLC
12 8 (17.78%) Microsoft
12 8 (17.78%) HTML
12 8 (17.78%) Disaster Recovery
12 8 (17.78%) Degree
12 8 (17.78%) Data Visualisation
12 8 (17.78%) Visualisation

ETL
Co-occurring IT Skills in Buckinghamshire 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 (4.44%) Apache Spark
2 1 (2.22%) Apache
2 1 (2.22%) SAS
Database & Business Intelligence
1 21 (46.67%) Data Warehouse
2 18 (40.00%) Big Data
3 17 (37.78%) Hadoop
3 17 (37.78%) OLAP
3 17 (37.78%) SQL Server Integration Services
4 16 (35.56%) SQL Server
5 13 (28.89%) Apache Hive
5 13 (28.89%) NoSQL
5 13 (28.89%) Relational Database
5 13 (28.89%) SQL Server Reporting Services
6 7 (15.56%) Data Lake
6 7 (15.56%) Pentaho
6 7 (15.56%) QlikView
7 6 (13.33%) MongoDB
7 6 (13.33%) MySQL
7 6 (13.33%) PostgreSQL
8 5 (11.11%) Crystal Reports
8 5 (11.11%) SAP Data Services
9 4 (8.89%) BusinessObjects
9 4 (8.89%) Oracle OLAP
Development Applications
1 7 (15.56%) Talend Open Studio
2 1 (2.22%) Jenkins
2 1 (2.22%) Maven
2 1 (2.22%) Sonatype Nexus
General
1 14 (31.11%) Finance
2 5 (11.11%) German Language
3 4 (8.89%) Dutch Language
3 4 (8.89%) French Language
3 4 (8.89%) Italian Language
3 4 (8.89%) Spanish Language
4 2 (4.44%) Banking
5 1 (2.22%) Automotive
5 1 (2.22%) Marketing
5 1 (2.22%) Retail
Job Titles
1 18 (40.00%) Architect
1 18 (40.00%) Developer
2 15 (33.33%) Data Architect
3 13 (28.89%) Lead Architect
3 13 (28.89%) Lead Data Architect
4 10 (22.22%) Business Intelligence Developer
5 7 (15.56%) C# Developer
5 7 (15.56%) SQL Developer
6 6 (13.33%) Agile C# Developer
6 6 (13.33%) Agile Developer
7 3 (6.67%) Applications Developer
7 3 (6.67%) C# Application Developer
7 3 (6.67%) HTML Developer
7 3 (6.67%) JavaScript Developer
7 3 (6.67%) Report Developer
7 3 (6.67%) SQL BI Developer
7 3 (6.67%) SSRS Developer
8 2 (4.44%) DBA
8 2 (4.44%) Oracle Developer
8 2 (4.44%) Senior Developer
Libraries, Frameworks & Software Standards
1 8 (17.78%) HTML
2 7 (15.56%) CSS
2 7 (15.56%) CSS3
2 7 (15.56%) HTML5
2 7 (15.56%) JSON
2 7 (15.56%) Middleware
2 7 (15.56%) Web Services
2 7 (15.56%) XML
3 3 (6.67%) .NET
4 1 (2.22%) Kafka
Miscellaneous
1 11 (24.44%) Analytical Skills
2 7 (15.56%) Data Structures
3 2 (4.44%) Computer Science
4 1 (2.22%) Credit Risk
4 1 (2.22%) Greenfield Project
4 1 (2.22%) Management Information System
Processes & Methodologies
1 32 (71.11%) Business Intelligence
2 16 (35.56%) Agile Software Development
2 16 (35.56%) Analytics
3 12 (26.67%) Data Integration
3 12 (26.67%) Stakeholder Management
4 11 (24.44%) Data Modelling
5 9 (20.00%) SDLC
6 8 (17.78%) Data Visualisation
6 8 (17.78%) Disaster Recovery
6 8 (17.78%) Visualisation
7 7 (15.56%) Data Architecture
7 7 (15.56%) Data Mapping
7 7 (15.56%) High Availability
7 7 (15.56%) Service Management
7 7 (15.56%) Software Engineering
7 7 (15.56%) User Stories
8 6 (13.33%) Business Analytics
8 6 (13.33%) Data Governance
8 6 (13.33%) Mentoring
8 6 (13.33%) Problem Management
Programming Languages
1 26 (57.78%) SQL
2 9 (20.00%) T-SQL
3 7 (15.56%) C#
3 7 (15.56%) JavaScript
3 7 (15.56%) PL/SQL
4 2 (4.44%) Java
5 1 (2.22%) SAS Macro
5 1 (2.22%) Scala
5 1 (2.22%) VB
Qualifications
1 8 (17.78%) Degree
2 3 (6.67%) SC Cleared
2 3 (6.67%) Security Cleared
Quality Assurance & Compliance
1 12 (26.67%) Data Quality
System Software
1 1 (2.22%) Apache Flume
Systems Management
1 2 (4.44%) Oozie
Vendors
1 11 (24.44%) Oracle
2 9 (20.00%) Cognos
3 8 (17.78%) Microsoft
4 7 (15.56%) Talend
5 6 (13.33%) Informatica
5 6 (13.33%) Jaspersoft
5 6 (13.33%) SAP
6 3 (6.67%) Teradata
7 1 (2.22%) Ab Initio
7 1 (2.22%) Cloudera
7 1 (2.22%) MicroStrategy
7 1 (2.22%) Tableau
Milton Keynes, Buckinghamshire
Source Technology
Salary: From £35,000 to £44,000 per annum + bonus package
Posted: 19 hours ago
Milton Keynes, Buckinghamshire
Source Technology
Salary: From £30,000 to £39,500 per annum + bonus package
Posted: 20 hours ago
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £30,330 to £39,852 per annum
Posted: Yesterday
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £32,893 to £44,289 per annum
Posted: Yesterday
Milton Keynes, Buckinghamshire
Understanding Recruitment
Salary: £75000 - £85000 per annum + £9k Car allow, bonus
Posted: 5 days ago
Milton Keynes
Mint
Salary: £80000 - £95000 per annum + 15% Bonus
Posted: 25 days ago