Period
to 22 January 2018

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 6 months to 22 January 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South East > Buckinghamshire
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 102 133 78
Rank change year-on-year +31 -55 +64
Permanent jobs citing ETL 66 37 125
As % of all permanent IT jobs advertised in Buckinghamshire 2.37% 1.29% 3.11%
As % of the Processes & Methodologies category 2.83% 1.49% 3.66%
Number of salaries quoted 58 23 114
Buckinghamshire median annual salary £52,500 £43,500 £45,000
Median salary % change year-on-year +20.69% -3.33% -
10th Percentile £36,250 £33,750 £32,500
90th Percentile £60,000 £60,000 £71,250
South East median annual salary £52,500 £52,500 £47,500
% change year-on-year - +10.53% -5.00%

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 Buckinghamshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Buckinghamshire
Permanent vacancies with a requirement for process or methodology skills 2,332 2,479 3,411
As % of all permanent IT jobs advertised in Buckinghamshire 83.64% 86.47% 84.87%
Number of salaries quoted 1,811 2,088 2,753
Buckinghamshire median annual salary £45,000 £43,250 £42,500
Median salary % change year-on-year +4.05% +1.76% -
10th Percentile £26,750 £27,500 £26,250
90th Percentile £63,500 £65,000 £62,500
South East median annual salary £45,000 £45,000 £45,000

ETL
Job Vacancy Trend in Buckinghamshire

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

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 6 months to 22 January 2018.

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 6 months to 22 January 2018. 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
Milton Keynes +37 52 £52,500 +20.69% 3
High Wycombe +1 4 - - 1
Newport Pagnell - 1 £52,500 -
ETL
South East

For the 6 months to 22 January 2018, 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 48 (72.73%) Data Warehouse
2 38 (57.58%) Business Intelligence
3 34 (51.52%) SQL
4 24 (36.36%) Oracle
5 22 (33.33%) SQL Server
6 19 (28.79%) SQL Server Integration Services
7 18 (27.27%) Tableau
7 18 (27.27%) Finance
8 16 (24.24%) T-SQL
8 16 (24.24%) BusinessObjects
8 16 (24.24%) Visualisation
8 16 (24.24%) Hadoop
8 16 (24.24%) Big Data
8 16 (24.24%) Data Extraction
9 14 (21.21%) Virtual Team
10 13 (19.70%) QlikView
11 12 (18.18%) Data Quality
12 11 (16.67%) Analytics
12 11 (16.67%) IBM
12 11 (16.67%) Retail
13 10 (15.15%) SQL Server Reporting Services
13 10 (15.15%) Agile Software Development
13 10 (15.15%) Teradata
13 10 (15.15%) DataStage
13 10 (15.15%) Data Governance
13 10 (15.15%) Continuous Integration
14 9 (13.64%) Data Visualisation
14 9 (13.64%) Data Modelling
15 8 (12.12%) Cognos
15 8 (12.12%) Microsoft

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 5 (7.58%) Confluence
2 4 (6.06%) Apache Spark
2 4 (6.06%) SAS
Applications
1 1 (1.52%) Microsoft Excel
Business Applications
1 3 (4.55%) Oracle ERP
Cloud Services
1 7 (10.61%) Microsoft Azure
2 5 (7.58%) GitHub
Communications & Networking
1 3 (4.55%) SMS
Database & Business Intelligence
1 48 (72.73%) Data Warehouse
2 22 (33.33%) SQL Server
3 19 (28.79%) SQL Server Integration Services
4 16 (24.24%) Big Data
4 16 (24.24%) BusinessObjects
4 16 (24.24%) Hadoop
5 13 (19.70%) QlikView
6 10 (15.15%) DataStage
6 10 (15.15%) SQL Server Reporting Services
7 7 (10.61%) Azure SQL Data Warehouse
7 7 (10.61%) Azure SQL Database
8 6 (9.09%) NoSQL
9 5 (7.58%) Power BI
10 4 (6.06%) Base SAS
10 4 (6.06%) Relational Database
10 4 (6.06%) SAS EBI
10 4 (6.06%) SAS Enterprise Guide
11 3 (4.55%) SAP HANA
11 3 (4.55%) Sqoop
12 2 (3.03%) IBM InfoSphere
Development Applications
1 5 (7.58%) Bitbucket
1 5 (7.58%) JIRA
2 3 (4.55%) Jenkins
2 3 (4.55%) Maven
2 3 (4.55%) Sonatype Nexus
2 3 (4.55%) Team Foundation Server
3 2 (3.03%) Git (software)
3 2 (3.03%) Mercurial
3 2 (3.03%) Oracle Forms
3 2 (3.03%) Subversion
General
1 18 (27.27%) Finance
2 11 (16.67%) Retail
3 4 (6.06%) Banking
4 1 (1.52%) Dutch Language
4 1 (1.52%) French Language
4 1 (1.52%) German Language
4 1 (1.52%) Italian Language
4 1 (1.52%) Spanish Language
Job Titles
1 27 (40.91%) Developer
2 15 (22.73%) Consultant
3 11 (16.67%) Data Warehouse Developer
3 11 (16.67%) SQL Developer
4 10 (15.15%) Business Consultant
4 10 (15.15%) Business Intelligence Consultant
5 8 (12.12%) Analyst
6 7 (10.61%) Architect
6 7 (10.61%) Business Intelligence Architect
6 7 (10.61%) Data Architect
7 6 (9.09%) Business Intelligence Developer
8 5 (7.58%) Data Manager
8 5 (7.58%) ETL Developer
8 5 (7.58%) Report Manager
8 5 (7.58%) Senior Data Warehouse Developer
8 5 (7.58%) Senior Developer
9 4 (6.06%) Big Data Engineer
9 4 (6.06%) Data Analyst
9 4 (6.06%) Data Engineer
9 4 (6.06%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 7 (10.61%) Oracle GoldenGate
2 3 (4.55%) Kafka
3 1 (1.52%) Web Services
Miscellaneous
1 14 (21.21%) Virtual Team
2 7 (10.61%) Analytical Skills
3 4 (6.06%) Management Information System
4 3 (4.55%) Greenfield Project
4 3 (4.55%) Linux Command Line
Operating Systems
1 3 (4.55%) Unix
Processes & Methodologies
1 38 (57.58%) Business Intelligence
2 16 (24.24%) Data Extraction
2 16 (24.24%) Visualisation
3 11 (16.67%) Analytics
4 10 (15.15%) Agile Software Development
4 10 (15.15%) Continuous Integration
4 10 (15.15%) Data Governance
5 9 (13.64%) Data Modelling
5 9 (13.64%) Data Visualisation
6 8 (12.12%) Dimensional Modelling
7 7 (10.61%) Data Management
7 7 (10.61%) ERP
7 7 (10.61%) Master Data Management
8 6 (9.09%) Data Analytics
9 4 (6.06%) CRM
9 4 (6.06%) DevOps
9 4 (6.06%) SDLC
9 4 (6.06%) TDD
10 3 (4.55%) Stakeholder Management
11 2 (3.03%) Service Delivery
Programming Languages
1 34 (51.52%) SQL
2 16 (24.24%) T-SQL
3 5 (7.58%) Java
4 4 (6.06%) Scala
5 2 (3.03%) C#
5 2 (3.03%) JavaScript
5 2 (3.03%) PL/SQL
Qualifications
1 1 (1.52%) SC Cleared
1 1 (1.52%) Security Cleared
Quality Assurance & Compliance
1 12 (18.18%) Data Quality
System Software
1 4 (6.06%) Apache Flume
2 1 (1.52%) HDFS
Vendors
1 24 (36.36%) Oracle
2 18 (27.27%) Tableau
3 11 (16.67%) IBM
4 10 (15.15%) Teradata
5 8 (12.12%) Cognos
5 8 (12.12%) Informatica
5 8 (12.12%) Microsoft
6 5 (7.58%) SAP
7 4 (6.06%) Cloudera
8 1 (1.52%) Talend