Period
to 20 November 2018

The following table provides summary statistics for contract job vacancies advertised in Fareham 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 November 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
Hampshire > Fareham
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 35 23 33
Rank change year-on-year -12 +10 -15
Contract jobs citing Data Analysis 7 11 3
As % of all contract IT jobs advertised in Fareham 3.27% 5.34% 1.21%
As % of the Processes & Methodologies category 3.76% 6.04% 1.46%
Number of daily rates quoted 3 7 3
Fareham median daily rate £625 £220 £500
Median daily rate % change year-on-year +184.09% -56.00% -
10th Percentile £563 £149 £465
90th Percentile £648 £475 £546
Hampshire median daily rate £400 £425 £425
% change year-on-year -5.88% - +1.19%
Number of hourly rates quoted 1 0 0
Fareham median hourly rate £22.50 - -
Hampshire median hourly rate £22.50 - £16.30

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 Fareham with a requirement for process or methodology skills.

All Process and Methodology Skills
Fareham
Contract vacancies with a requirement for process or methodology skills 186 182 206
As % of all contract IT jobs advertised in Fareham 86.92% 88.35% 83.06%
Number of daily rates quoted 153 130 162
Fareham median daily rate £475 £405 £450
Median daily rate % change year-on-year +17.28% -10.00% +38.46%
10th Percentile £286 £142 £251
90th Percentile £575 £538 £613
Hampshire median daily rate £425 £400 £400
% change year-on-year +6.25% - +5.26%
Number of hourly rates quoted 2 12 4
Fareham median hourly rate £36.25 £16.50 £15.25
Median hourly rate % change year-on-year +119.70% +8.20% -69.50%
10th Percentile £24.08 £10.25 £12.83
90th Percentile £51.83 £45.88 £35.20
Hampshire median hourly rate £39.00 £40.00 £36.00
% change year-on-year -2.50% +11.11% +41.51%

Data Analysis
Job Vacancy Trend in Fareham

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

Job vacancy trend for Data Analysis in Fareham

Data Analysis
Contractor Daily Rate Trend in Fareham

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

Contractor daily rate trend for Data Analysis in Fareham

For the 6 months to 20 November 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 Fareham region with a requirement for Data Analysis.

1 5 (71.43%) Machine Learning
1 5 (71.43%) Analytics
2 4 (57.14%) R
2 4 (57.14%) Python
3 3 (42.86%) Data Mining
3 3 (42.86%) SQL
3 3 (42.86%) Games
3 3 (42.86%) Software Engineering
3 3 (42.86%) Statistics
3 3 (42.86%) Mathematics
3 3 (42.86%) Data Cleansing
3 3 (42.86%) Matplotlib
3 3 (42.86%) Tableau
3 3 (42.86%) Open Source
3 3 (42.86%) Trend Analysis
3 3 (42.86%) Visualisation
3 3 (42.86%) NumPy
3 3 (42.86%) D3.js
3 3 (42.86%) Unity (Game Engine)
3 3 (42.86%) Unreal Engine
3 3 (42.86%) Pandas
3 3 (42.86%) Jupyter
3 3 (42.86%) Predictive Analysis
3 3 (42.86%) Sentiment Analysis
3 3 (42.86%) Collaborative Working
3 3 (42.86%) Data Science
4 2 (28.57%) Availability Management
4 2 (28.57%) ServiceNow
4 2 (28.57%) Capacity Management
4 2 (28.57%) IaaS

Data Analysis
Co-occurring IT Skills in Fareham 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 (42.86%) Jupyter
2 1 (14.29%) Apache Spark
2 1 (14.29%) Elasticsearch
2 1 (14.29%) SAS
Cloud Services
1 2 (28.57%) IaaS
1 2 (28.57%) PaaS
2 1 (14.29%) Amazon AWS
Communications & Networking
1 1 (14.29%) ATM
Database & Business Intelligence
1 3 (42.86%) Data Mining
2 1 (14.29%) Apache Cassandra
2 1 (14.29%) MongoDB
2 1 (14.29%) NoSQL
2 1 (14.29%) SQL Server
2 1 (14.29%) Sqoop
Development Applications
1 1 (14.29%) Cucumber
1 1 (14.29%) Jenkins
1 1 (14.29%) Selenium
General
1 3 (42.86%) Games
Job Titles
1 3 (42.86%) Data Scientist
2 2 (28.57%) Developer
2 2 (28.57%) ServiceNow Developer
3 1 (14.29%) Analyst
3 1 (14.29%) Data Engineer
3 1 (14.29%) Research Analyst
Libraries, Frameworks & Software Standards
1 3 (42.86%) D3.js
1 3 (42.86%) Matplotlib
1 3 (42.86%) NumPy
1 3 (42.86%) Pandas
1 3 (42.86%) Unity (Game Engine)
1 3 (42.86%) Unreal Engine
2 2 (28.57%) JDBC
2 2 (28.57%) ODBC
3 1 (14.29%) Node.js
3 1 (14.29%) pytest
Miscellaneous
1 2 (28.57%) CMDB
Operating Systems
1 1 (14.29%) Windows
Processes & Methodologies
1 5 (71.43%) Analytics
1 5 (71.43%) Machine Learning
2 3 (42.86%) Collaborative Working
2 3 (42.86%) Data Cleansing
2 3 (42.86%) Data Science
2 3 (42.86%) Mathematics
2 3 (42.86%) Open Source
2 3 (42.86%) Predictive Analysis
2 3 (42.86%) Sentiment Analysis
2 3 (42.86%) Software Engineering
2 3 (42.86%) Statistics
2 3 (42.86%) Trend Analysis
2 3 (42.86%) Visualisation
3 2 (28.57%) Availability Management
3 2 (28.57%) Capacity Management
3 2 (28.57%) ETL
3 2 (28.57%) ITIL
3 2 (28.57%) Performance Management
3 2 (28.57%) Predictive Analytics
3 2 (28.57%) Requirements Analysis
Programming Languages
1 4 (57.14%) Python
1 4 (57.14%) R
2 3 (42.86%) SQL
3 2 (28.57%) JavaScript
4 1 (14.29%) Go
4 1 (14.29%) Java
4 1 (14.29%) Ruby
4 1 (14.29%) Scala
Qualifications
1 2 (28.57%) SC Cleared
1 2 (28.57%) Security Cleared
2 1 (14.29%) Degree
Quality Assurance & Compliance
1 2 (28.57%) SLA
System Software
1 1 (14.29%) HDFS
Systems Management
1 1 (14.29%) Kibana
Vendors
1 3 (42.86%) Tableau
2 2 (28.57%) ServiceNow
3 1 (14.29%) Microsoft
3 1 (14.29%) Oracle