Period
to 16 August 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 16 August 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
16 Aug 2018
Same period 2017 Same period 2016
Rank 106 115 65
Rank change year-on-year +9 -50 -12
Contract jobs citing Data Analysis 19 21 53
As % of all contract IT jobs advertised in Buckinghamshire 1.00% 0.95% 2.77%
As % of the Processes & Methodologies category 1.18% 1.15% 3.22%
Number of daily rates quoted 6 9 34
Buckinghamshire median daily rate £380 £150 £395
Median daily rate % change year-on-year +153.33% -62.03% +25.40%
10th Percentile £273 £138 £232
90th Percentile £494 £325 £500
South East median daily rate £425 £450 £400
% change year-on-year -5.56% +12.50% +6.67%
Number of hourly rates quoted 1 3 0
Buckinghamshire median hourly rate £45.00 £19.00 -
Median hourly rate % change year-on-year +136.84% - -
South East median hourly rate £34.25 £17.50 £13.80
% change year-on-year +95.71% +26.81% -38.67%

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 1,606 1,829 1,644
As % of all contract IT jobs advertised in Buckinghamshire 84.17% 82.76% 85.80%
Number of daily rates quoted 883 838 888
Buckinghamshire median daily rate £400 £400 £400
10th Percentile £230 £235 £250
90th Percentile £575 £538 £525
South East median daily rate £430 £416 £400
% change year-on-year +3.37% +4.00% +6.31%
Number of hourly rates quoted 86 56 53
Buckinghamshire median hourly rate £14.05 £15.00 £14.00
Median hourly rate % change year-on-year -6.33% +7.14% -20.00%
10th Percentile £10.29 £10.25 £9.00
90th Percentile £45.63 £60.63 £44.50
South East median hourly rate £25.00 £19.66 £22.50
% change year-on-year +27.16% -12.62% -

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 16 August 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 16 August 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 +14 16 £360 +10.77% 7
Marlow -6 1 - - 1
Data Analysis
South East

For the 6 months to 16 August 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 10 (52.63%) Unix
2 8 (42.11%) Python
3 7 (36.84%) Bash Shell
4 6 (31.58%) YAML
4 6 (31.58%) Korn
4 6 (31.58%) Ansible
4 6 (31.58%) Analytical Skills
4 6 (31.58%) Task Automation
4 6 (31.58%) Oracle
4 6 (31.58%) SQL Server
4 6 (31.58%) Security Management
5 5 (26.32%) DB2
5 5 (26.32%) Linux
5 5 (26.32%) DB2 UDB
6 4 (21.05%) Use Case
6 4 (21.05%) Hadoop
6 4 (21.05%) Visualisation
6 4 (21.05%) Big Data
6 4 (21.05%) Agile Project Management
6 4 (21.05%) Analytical Thinking
6 4 (21.05%) Data Ingestion
6 4 (21.05%) Case Management
6 4 (21.05%) Data Transformation
6 4 (21.05%) Project Management
6 4 (21.05%) Java
6 4 (21.05%) Stakeholder Management
6 4 (21.05%) PostgreSQL
6 4 (21.05%) Agile Software Development
7 3 (15.79%) Banking
7 3 (15.79%) Finance

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 (15.79%) Apache Spark
1 3 (15.79%) Elasticsearch
2 2 (10.53%) SharePoint
Applications
1 2 (10.53%) Microsoft Excel
2 1 (5.26%) Microsoft Office
Communications & Networking
1 1 (5.26%) ASN.1
1 1 (5.26%) Firewall
1 1 (5.26%) Intrusion Detection
1 1 (5.26%) LAN
1 1 (5.26%) Radio Access Network
1 1 (5.26%) TCP/IP
1 1 (5.26%) WAN
1 1 (5.26%) WLAN
Database & Business Intelligence
1 6 (31.58%) SQL Server
2 5 (26.32%) DB2
2 5 (26.32%) DB2 UDB
3 4 (21.05%) Big Data
3 4 (21.05%) Hadoop
3 4 (21.05%) PostgreSQL
4 3 (15.79%) Apache Hive
4 3 (15.79%) MongoDB
4 3 (15.79%) MySQL
4 3 (15.79%) Redis
5 2 (10.53%) Data Lake
5 2 (10.53%) HBase
5 2 (10.53%) NoSQL
6 1 (5.26%) Data Warehouse
Development Applications
1 1 (5.26%) LabVIEW
General
1 3 (15.79%) Banking
1 3 (15.79%) Finance
2 2 (10.53%) Spanish Language
2 2 (10.53%) Telecoms
Job Titles
1 5 (26.32%) Analyst
1 5 (26.32%) DBA
2 4 (21.05%) Administrator
3 3 (15.79%) Developer
4 2 (10.53%) Big Data Developer
4 2 (10.53%) Big Data Engineer
4 2 (10.53%) Business Analyst
4 2 (10.53%) Data Engineer
4 2 (10.53%) Hadoop Engineer
4 2 (10.53%) Oracle DBA
4 2 (10.53%) Oracle SQL Server DBA
4 2 (10.53%) SAP Analyst
4 2 (10.53%) SQL DBA
4 2 (10.53%) SQL Server DBA
4 2 (10.53%) Unix Administrator
4 2 (10.53%) Unix DBA
5 1 (5.26%) 1st Line Support Analyst
5 1 (5.26%) Elasticsearch Developer
5 1 (5.26%) MapReduce Engineer
5 1 (5.26%) SOC Analyst
Libraries, Frameworks & Software Standards
1 6 (31.58%) YAML
2 3 (15.79%) Elastic Stack
2 3 (15.79%) Kafka
3 2 (10.53%) Spark Streaming
4 1 (5.26%) J2EE
4 1 (5.26%) XML
Miscellaneous
1 6 (31.58%) Analytical Skills
2 1 (5.26%) EPoS
2 1 (5.26%) Management Information System
2 1 (5.26%) Self-Motivation
2 1 (5.26%) User Experience
Operating Systems
1 10 (52.63%) Unix
2 5 (26.32%) Linux
3 1 (5.26%) Mac OS X
3 1 (5.26%) Solaris
3 1 (5.26%) Windows
Processes & Methodologies
1 6 (31.58%) Security Management
1 6 (31.58%) Task Automation
2 4 (21.05%) Agile Project Management
2 4 (21.05%) Agile Software Development
2 4 (21.05%) Analytical Thinking
2 4 (21.05%) Case Management
2 4 (21.05%) Data Ingestion
2 4 (21.05%) Data Transformation
2 4 (21.05%) Project Management
2 4 (21.05%) Stakeholder Management
2 4 (21.05%) Use Case
2 4 (21.05%) Visualisation
3 3 (15.79%) Data Enrichment
3 3 (15.79%) Data Visualisation
3 3 (15.79%) MapReduce
4 2 (10.53%) Business Intelligence
4 2 (10.53%) ERP
5 1 (5.26%) CRM
5 1 (5.26%) ETL
5 1 (5.26%) Test Scripting
Programming Languages
1 8 (42.11%) Python
2 7 (36.84%) Bash Shell
3 6 (31.58%) Korn
4 4 (21.05%) Java
5 3 (15.79%) Perl
5 3 (15.79%) Scala
6 1 (5.26%) C
6 1 (5.26%) Ruby
6 1 (5.26%) SQL
6 1 (5.26%) Tcl
Qualifications
1 2 (10.53%) Degree
2 1 (5.26%) SC Cleared
2 1 (5.26%) Security Cleared
Quality Assurance & Compliance
1 1 (5.26%) SLA
System Software
1 3 (15.79%) HDFS
2 2 (10.53%) Apache Flume
Systems Management
1 6 (31.58%) Ansible
2 3 (15.79%) Kibana
Vendors
1 6 (31.58%) Oracle
2 3 (15.79%) Cloudera
2 3 (15.79%) Hortonworks
3 2 (10.53%) Microsoft
3 2 (10.53%) SAP
4 1 (5.26%) Greenplum
4 1 (5.26%) MicroStrategy
4 1 (5.26%) Salesforce.com
4 1 (5.26%) ServiceNow
4 1 (5.26%) Sun