Period
to 28 July 2017

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 28 July 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South East > Buckinghamshire
6 months to
28 Jul 2017
Same period 2016 Same period 2015
Rank 115 121 147
Rank change year-on-year +6 +26 -6
Permanent jobs citing ETL 58 57 63
As % of all permanent IT jobs advertised in Buckinghamshire 1.99% 1.79% 1.39%
As % of the Processes & Methodologies category 2.27% 2.08% 1.65%
Number of salaries quoted 36 50 55
Buckinghamshire median annual salary £66,250 £39,750 £47,500
Median salary % change year-on-year +66.67% -16.32% +18.75%
10th Percentile £35,742 £31,225 £40,000
90th Percentile £105,000 £79,500 £67,500
South East median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 2557 2745 3821
As % of all permanent IT job vacancies advertised in Buckinghamshire 87.84% 86.05% 84.59%
Number of salaries quoted 2042 2212 3002
Buckinghamshire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +5.59%
10th Percentile £27,500 £27,250 £26,727
90th Percentile £65,000 £62,500 £63,750
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 28 July 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 6 months to 28 July 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
Milton Keynes +16 52 £68,750 +56.25% 2
High Wycombe +30 5 £48,500 +10.23%
ETL
South East

For the 6 months to 28 July 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 37 (63.79%) Hadoop
2 34 (58.62%) Big Data
2 34 (58.62%) Business Intelligence
3 30 (51.72%) SQL
4 29 (50.00%) Data Warehouse
5 26 (44.83%) NoSQL
6 25 (43.10%) Apache Hive
7 23 (39.66%) Agile Software Development
8 20 (34.48%) Finance
9 19 (32.76%) Analytics
10 17 (29.31%) Analytical Skills
10 17 (29.31%) Apache Spark
10 17 (29.31%) Banking
11 15 (25.86%) Data Quality
12 14 (24.14%) Relational Database
12 14 (24.14%) OLAP
13 13 (22.41%) Data Modelling
13 13 (22.41%) Degree
14 12 (20.69%) SDLC
15 11 (18.97%) Impala
15 11 (18.97%) Oozie
15 11 (18.97%) Spanish Language
15 11 (18.97%) Stakeholder Management
15 11 (18.97%) Disaster Recovery
15 11 (18.97%) Oracle
15 11 (18.97%) Java
16 10 (17.24%) SAP
16 10 (17.24%) Data Mapping
16 10 (17.24%) Cloudera
16 10 (17.24%) High Availability

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 17 (29.31%) Apache Spark
2 1 (1.72%) Apache
Applications
1 2 (3.45%) Microsoft Excel
Cloud Services
1 2 (3.45%) Amazon AWS
1 2 (3.45%) IaaS
1 2 (3.45%) Microsoft Azure
Database & Business Intelligence
1 37 (63.79%) Hadoop
2 34 (58.62%) Big Data
3 29 (50.00%) Data Warehouse
4 26 (44.83%) NoSQL
5 25 (43.10%) Apache Hive
6 14 (24.14%) OLAP
6 14 (24.14%) Relational Database
7 11 (18.97%) Impala
8 10 (17.24%) Data Lake
9 9 (15.52%) BusinessObjects
9 9 (15.52%) Cloudera CDH
10 8 (13.79%) Pentaho
10 8 (13.79%) PowerCenter
10 8 (13.79%) SQL Server Integration Services
11 6 (10.34%) SQL Server
11 6 (10.34%) SQL Server Reporting Services
12 5 (8.62%) SAP Data Services
13 4 (6.90%) Crystal Reports
13 4 (6.90%) Oracle OLAP
13 4 (6.90%) Oracle Reports
Development Applications
1 9 (15.52%) Talend Open Studio
2 6 (10.34%) Jenkins
2 6 (10.34%) Maven
2 6 (10.34%) Sonatype Nexus
General
1 20 (34.48%) Finance
2 17 (29.31%) Banking
3 11 (18.97%) Spanish Language
4 7 (12.07%) German Language
5 6 (10.34%) Dutch Language
5 6 (10.34%) French Language
5 6 (10.34%) Italian Language
6 5 (8.62%) Games
6 5 (8.62%) Retail
7 1 (1.72%) Automotive
7 1 (1.72%) Marketing
Job Titles
1 20 (34.48%) Developer
2 16 (27.59%) Architect
3 13 (22.41%) Data Architect
4 10 (17.24%) Lead Architect
4 10 (17.24%) Lead Data Architect
5 8 (13.79%) Business Intelligence Developer
6 7 (12.07%) Big Data Engineer
6 7 (12.07%) Data Engineer
7 6 (10.34%) Hadoop Engineer
7 6 (10.34%) Report Developer
8 5 (8.62%) Big Data Manager
8 5 (8.62%) Data Manager
9 4 (6.90%) Java Engineer
9 4 (6.90%) NoSQL Engineer
10 3 (5.17%) Analyst
10 3 (5.17%) DBA
10 3 (5.17%) Product Manager
10 3 (5.17%) Senior Manager
11 2 (3.45%) Agile C# Developer
11 2 (3.45%) Senior Developer
Libraries, Frameworks & Software Standards
1 9 (15.52%) Kafka
2 3 (5.17%) HTML
3 2 (3.45%) CSS
3 2 (3.45%) CSS3
3 2 (3.45%) HTML5
3 2 (3.45%) JSON
3 2 (3.45%) Middleware
3 2 (3.45%) Web Services
3 2 (3.45%) XML
4 1 (1.72%) .NET
4 1 (1.72%) J2EE
Miscellaneous
1 17 (29.31%) Analytical Skills
2 7 (12.07%) Data Structures
3 2 (3.45%) Blog
3 2 (3.45%) Computer Science
3 2 (3.45%) Fintech
3 2 (3.45%) Linux Command Line
3 2 (3.45%) Replication
4 1 (1.72%) Greenfield Project
4 1 (1.72%) Management Information System
Operating Systems
1 3 (5.17%) Unix
Processes & Methodologies
1 34 (58.62%) Business Intelligence
2 23 (39.66%) Agile Software Development
3 19 (32.76%) Analytics
4 13 (22.41%) Data Modelling
5 12 (20.69%) SDLC
6 11 (18.97%) Disaster Recovery
6 11 (18.97%) Stakeholder Management
7 10 (17.24%) Data Mapping
7 10 (17.24%) High Availability
8 9 (15.52%) Business Analytics
8 9 (15.52%) Continuous Integration
8 9 (15.52%) Data Integration
8 9 (15.52%) Migration
9 8 (13.79%) ITIL
10 7 (12.07%) Data Migration
10 7 (12.07%) E-Commerce
10 7 (12.07%) TDD
11 6 (10.34%) Data Architecture
11 6 (10.34%) Project Management
12 5 (8.62%) Problem Management
Programming Languages
1 30 (51.72%) SQL
2 11 (18.97%) Java
3 10 (17.24%) Scala
4 7 (12.07%) PL/SQL
5 4 (6.90%) Python
5 4 (6.90%) T-SQL
6 2 (3.45%) C#
6 2 (3.45%) JavaScript
7 1 (1.72%) VB
Qualifications
1 13 (22.41%) Degree
2 3 (5.17%) SC Cleared
2 3 (5.17%) Security Cleared
3 1 (1.72%) Microsoft Certification
Quality Assurance & Compliance
1 15 (25.86%) Data Quality
System Software
1 9 (15.52%) Apache Flume
2 1 (1.72%) HDFS
Systems Management
1 11 (18.97%) Oozie
Vendors
1 11 (18.97%) Oracle
2 10 (17.24%) Cloudera
2 10 (17.24%) SAP
3 9 (15.52%) Talend
4 8 (13.79%) Ab Initio
4 8 (13.79%) MicroStrategy
5 7 (12.07%) Cognos
5 7 (12.07%) Microsoft
6 4 (6.90%) IBM
7 3 (5.17%) Teradata
8 2 (3.45%) Sybase
8 2 (3.45%) Tableau
9 1 (1.72%) Informatica
Milton Keynes, Buckinghamshire
Interact Consulting
Salary: 40-45k
Posted: 3 days ago