Period
to 20 May 2018

The following table provides summary statistics for contract job vacancies advertised in Buckinghamshire with a requirement for Data Analysis skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Analysis over the 6 months to 20 May 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Analysis
South East > Buckinghamshire
6 months to
20 May 2018
Same period 2017 Same period 2016
Rank 104 103 65
Rank change year-on-year -1 -38 -11
Contract jobs citing Data Analysis 24 20 49
As % of all contract IT jobs advertised in Buckinghamshire 1.15% 1.03% 2.46%
As % of the Processes & Methodologies category 1.39% 1.24% 2.89%
Number of daily rates quoted 7 15 36
Buckinghamshire median daily rate £375 £325 £400
Median daily rate % change year-on-year +15.38% -18.75% +18.52%
10th Percentile £228 £143 £228
90th Percentile £435 £508 £500
South East median daily rate £450 £453 £400
% change year-on-year -0.55% +13.13% +9.59%
Number of hourly rates quoted 1 1 0
Buckinghamshire median hourly rate £45.00 £19.00 -
Median hourly rate % change year-on-year +136.84% - -
South East median hourly rate £32.00 £17.47 £14.00
% change year-on-year +83.22% +24.75% -17.65%

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

All Process and Methodology Skills
Buckinghamshire
Contract vacancies with a requirement for process or methodology skills 1,721 1,618 1,697
As % of all contract IT jobs advertised in Buckinghamshire 82.70% 83.57% 85.28%
Number of daily rates quoted 890 783 915
Buckinghamshire median daily rate £420 £400 £400
Median daily rate % change year-on-year +5.00% - +11.11%
10th Percentile £255 £263 £263
90th Percentile £550 £550 £530
South East median daily rate £438 £415 £400
% change year-on-year +5.42% +3.75% +6.67%
Number of hourly rates quoted 76 48 38
Buckinghamshire median hourly rate £14.50 £16.00 £14.49
Median hourly rate % change year-on-year -9.38% +10.46% -12.21%
10th Percentile £10.38 £10.26 £10.68
90th Percentile £48.00 £77.50 £43.98
South East median hourly rate £22.00 £21.00 £23.75
% change year-on-year +4.76% -11.58% +5.56%

Data Analysis
Job Vacancy Trend in Buckinghamshire

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

Job vacancy trend for Data Analysis in Buckinghamshire

Data Analysis
Contractor Daily Rate Trend in Buckinghamshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Analysis in Buckinghamshire.

Contractor daily rate trend for Data Analysis in Buckinghamshire

Data Analysis
Contractor Daily Rate Histogram in Buckinghamshire

The daily rate distribution of IT jobs citing Data Analysis in Buckinghamshire over the 6 months to 20 May 2018.

Contractor daily rate histogram for Data Analysis in Buckinghamshire

Data Analysis
Contractor Hourly Rate Trend in Buckinghamshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Analysis in Buckinghamshire.

Contractor hourly rate trend for Data Analysis in Buckinghamshire

Data Analysis
Contract Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Analysis within the Buckinghamshire region over the 6 months to 20 May 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Milton Keynes -3 18 £295 -9.23% 3
Amersham - 2 £375 -
Marlow -3 1 - -
Data Analysis
South East

For the 6 months to 20 May 2018, IT contractor jobs citing Data Analysis also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Buckinghamshire region with a requirement for Data Analysis.

1 7 (29.17%) Analytical Skills
2 6 (25.00%) Data Warehouse
3 5 (20.83%) Data Modelling
3 5 (20.83%) ETL
3 5 (20.83%) SQL
3 5 (20.83%) SQL Server
3 5 (20.83%) Unix
3 5 (20.83%) Microsoft Excel
3 5 (20.83%) Data Mapping
3 5 (20.83%) Capacity Planning
3 5 (20.83%) Unit Testing
4 4 (16.67%) Integration Testing
4 4 (16.67%) Migration
4 4 (16.67%) Bash Shell
4 4 (16.67%) ETL Development
4 4 (16.67%) Performance Tuning
4 4 (16.67%) Performance Monitoring
4 4 (16.67%) Python
4 4 (16.67%) ERP
4 4 (16.67%) PostgreSQL
4 4 (16.67%) Ab Initio
4 4 (16.67%) Agile Software Development
4 4 (16.67%) Banking
4 4 (16.67%) Analytical Thinking
5 3 (12.50%) Data Ingestion
5 3 (12.50%) Elastic Stack
5 3 (12.50%) Case Management
5 3 (12.50%) Task Automation
5 3 (12.50%) Security Management
5 3 (12.50%) Telecoms

Data Analysis
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 3 (12.50%) Elasticsearch
1 3 (12.50%) SharePoint
2 2 (8.33%) Apache Spark
Applications
1 5 (20.83%) Microsoft Excel
2 1 (4.17%) Microsoft Office
Communications & Networking
1 1 (4.17%) ASN.1
1 1 (4.17%) Radio Access Network
Database & Business Intelligence
1 6 (25.00%) Data Warehouse
2 5 (20.83%) SQL Server
3 4 (16.67%) PostgreSQL
4 3 (12.50%) Big Data
4 3 (12.50%) DB2
4 3 (12.50%) DB2 UDB
4 3 (12.50%) Hadoop
4 3 (12.50%) MongoDB
4 3 (12.50%) MySQL
4 3 (12.50%) Redis
5 2 (8.33%) Apache Hive
5 2 (8.33%) HBase
6 1 (4.17%) MS Access
6 1 (4.17%) NoSQL
Development Applications
1 1 (4.17%) LabVIEW
General
1 4 (16.67%) Banking
2 3 (12.50%) Finance
2 3 (12.50%) Telecoms
3 2 (8.33%) Spanish Language
4 1 (4.17%) Retail Banking
Job Titles
1 11 (45.83%) Analyst
2 6 (25.00%) Developer
3 4 (16.67%) Administrator
4 3 (12.50%) Data Analyst
4 3 (12.50%) DBA
4 3 (12.50%) Systems Analyst
5 2 (8.33%) Big Data Developer
5 2 (8.33%) Business Analyst
5 2 (8.33%) Coordinator
5 2 (8.33%) Hadoop Developer
5 2 (8.33%) MicroStrategy Developer
5 2 (8.33%) Oracle DBA
5 2 (8.33%) Project Coordinator
5 2 (8.33%) Report Analyst
5 2 (8.33%) SAP Analyst
5 2 (8.33%) SQL DBA
5 2 (8.33%) SQL Reporting Analyst
5 2 (8.33%) SQL Server DBA
5 2 (8.33%) Unix Administrator
5 2 (8.33%) Unix DBA
Libraries, Frameworks & Software Standards
1 3 (12.50%) Elastic Stack
1 3 (12.50%) YAML
2 2 (8.33%) Kafka
2 2 (8.33%) Spark Streaming
3 1 (4.17%) J2EE
3 1 (4.17%) XML
Miscellaneous
1 7 (29.17%) Analytical Skills
2 1 (4.17%) EPoS
2 1 (4.17%) Management Information System
2 1 (4.17%) Self-Motivation
2 1 (4.17%) User Experience
2 1 (4.17%) Virtual Team
Operating Systems
1 5 (20.83%) Unix
2 3 (12.50%) Linux
Processes & Methodologies
1 5 (20.83%) Capacity Planning
1 5 (20.83%) Data Mapping
1 5 (20.83%) Data Modelling
1 5 (20.83%) ETL
1 5 (20.83%) Unit Testing
2 4 (16.67%) Agile Software Development
2 4 (16.67%) Analytical Thinking
2 4 (16.67%) ERP
2 4 (16.67%) ETL Development
2 4 (16.67%) Integration Testing
2 4 (16.67%) Migration
2 4 (16.67%) Performance Monitoring
2 4 (16.67%) Performance Tuning
3 3 (12.50%) Business Intelligence
3 3 (12.50%) Case Management
3 3 (12.50%) Data Ingestion
3 3 (12.50%) Project Management
3 3 (12.50%) Security Management
3 3 (12.50%) Stakeholder Management
3 3 (12.50%) Task Automation
Programming Languages
1 5 (20.83%) SQL
2 4 (16.67%) Bash Shell
2 4 (16.67%) Python
3 3 (12.50%) Korn
4 2 (8.33%) Java
4 2 (8.33%) Perl
4 2 (8.33%) Scala
5 1 (4.17%) Ruby
5 1 (4.17%) Tcl
5 1 (4.17%) VBA
Qualifications
1 2 (8.33%) Degree
2 1 (4.17%) SC Cleared
2 1 (4.17%) Security Cleared
Quality Assurance & Compliance
1 1 (4.17%) GDPR
1 1 (4.17%) SLA
System Software
1 2 (8.33%) Apache Flume
1 2 (8.33%) HDFS
Systems Management
1 3 (12.50%) Ansible
1 3 (12.50%) Kibana
Vendors
1 4 (16.67%) Ab Initio
2 3 (12.50%) Cloudera
2 3 (12.50%) Hortonworks
2 3 (12.50%) Microsoft
2 3 (12.50%) Oracle
3 2 (8.33%) IFS
3 2 (8.33%) MicroStrategy
3 2 (8.33%) SAP
4 1 (4.17%) Greenplum
4 1 (4.17%) Salesforce.com
4 1 (4.17%) ServiceNow
4 1 (4.17%) Tableau