Period
to 12 December 2018

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire 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 12 December 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
East of England > Cambridgeshire
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 51 68 68
Rank change year-on-year +17 0 +15
Contract jobs citing Data Analysis 31 28 14
As % of all contract IT jobs advertised in Cambridgeshire 2.71% 1.97% 1.22%
As % of the Processes & Methodologies category 3.13% 2.32% 1.47%
Number of daily rates quoted 12 24 11
Cambridgeshire median daily rate £425 £394 £475
Median daily rate % change year-on-year +7.94% -17.11% +22.58%
10th Percentile £401 £275 £215
90th Percentile £438 £496 £675
East of England median daily rate £438 £400 £300
% change year-on-year +9.38% +33.33% -21.31%
Number of hourly rates quoted 4 0 1
Cambridgeshire median hourly rate £20.19 - £12.27
10th Percentile £14.71 - £11.64
90th Percentile £23.00 - £12.91
East of England median hourly rate £20.19 £24.27 £32.40
% change year-on-year -16.80% -25.11% +24.62%

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 Cambridgeshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Contract vacancies with a requirement for process or methodology skills 992 1,208 950
As % of all contract IT jobs advertised in Cambridgeshire 86.71% 85.13% 83.11%
Number of daily rates quoted 520 605 440
Cambridgeshire median daily rate £425 £388 £375
Median daily rate % change year-on-year +9.68% +3.33% -2.60%
10th Percentile £263 £240 £215
90th Percentile £588 £550 £525
East of England median daily rate £449 £425 £400
% change year-on-year +5.59% +6.25% -
Number of hourly rates quoted 77 113 99
Cambridgeshire median hourly rate £32.50 £40.00 £37.50
Median hourly rate % change year-on-year -18.75% +6.67% +105.48%
10th Percentile £11.40 £11.50 £12.40
90th Percentile £51.75 £50.95 £47.50
East of England median hourly rate £17.99 £36.00 £31.50
% change year-on-year -50.04% +14.29% +30.39%

Data Analysis
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Data Analysis in Cambridgeshire

Data Analysis
Contractor Daily Rate Trend in Cambridgeshire

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

Contractor daily rate trend for Data Analysis in Cambridgeshire

Data Analysis
Contractor Hourly Rate Trend in Cambridgeshire

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

Contractor hourly rate trend for Data Analysis in Cambridgeshire

Data Analysis
Contract Job Locations in Cambridgeshire

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 Cambridgeshire region over the 6 months to 12 December 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
Cambridge -3 20 £423 +0.69% 18
Peterborough +11 3 £425 +30.57% 1
Data Analysis
East of England

For the 6 months to 12 December 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 Cambridgeshire region with a requirement for Data Analysis.

1 10 (32.26%) Bioinformatics
2 9 (29.03%) Data Science
3 8 (25.81%) Computational Biology
3 8 (25.81%) Finance
3 8 (25.81%) Law
4 7 (22.58%) SQL
4 7 (22.58%) DNS
4 7 (22.58%) Statistics
4 7 (22.58%) Open Source
4 7 (22.58%) Root Cause Analysis
5 6 (19.35%) Statistical Analysis
5 6 (19.35%) DNA
5 6 (19.35%) Oracle
5 6 (19.35%) Algorithms
6 5 (16.13%) API Integration
6 5 (16.13%) Big Data
6 5 (16.13%) Cybersecurity
6 5 (16.13%) Elasticsearch
6 5 (16.13%) Kibana
6 5 (16.13%) Project Management
6 5 (16.13%) Migration
6 5 (16.13%) LAN
6 5 (16.13%) VPN
7 4 (12.90%) JIRA
7 4 (12.90%) CRM
7 4 (12.90%) Hyperion
7 4 (12.90%) Line Management
7 4 (12.90%) Microservices
7 4 (12.90%) Data Quality
7 4 (12.90%) Data Encryption

Data Analysis
Co-occurring IT Skills in Cambridgeshire 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 (16.13%) Elasticsearch
2 2 (6.45%) Drupal
3 1 (3.23%) Apache Spark
3 1 (3.23%) OpenStack
Applications
1 3 (9.68%) Microsoft Excel
2 2 (6.45%) MS Visio
3 1 (3.23%) Microsoft Office
Business Applications
1 3 (9.68%) HFM
2 2 (6.45%) CiviCRM
3 1 (3.23%) SAP MDG
Cloud Services
1 2 (6.45%) SuccessFactors
2 1 (3.23%) Amazon AWS
2 1 (3.23%) GitHub
Communications & Networking
1 7 (22.58%) DNS
2 5 (16.13%) LAN
2 5 (16.13%) VPN
3 2 (6.45%) SSL
Database & Business Intelligence
1 5 (16.13%) Big Data
2 2 (6.45%) DB2
2 2 (6.45%) Oracle Database
2 2 (6.45%) SQL Server
2 2 (6.45%) SQL Server Reporting Services
3 1 (3.23%) Amazon Aurora
3 1 (3.23%) Amazon Redshift
3 1 (3.23%) Apache Cassandra
3 1 (3.23%) Flink
3 1 (3.23%) Hadoop
3 1 (3.23%) MS Access
3 1 (3.23%) NoSQL
3 1 (3.23%) SAP Data Services
3 1 (3.23%) Scylla
3 1 (3.23%) SQL Server Integration Services
Development Applications
1 4 (12.90%) JIRA
2 2 (6.45%) Git (software)
3 1 (3.23%) Atlassian Bamboo
3 1 (3.23%) Jenkins
3 1 (3.23%) LSMW
3 1 (3.23%) TeamCity
3 1 (3.23%) Vagrant
General
1 8 (25.81%) Finance
1 8 (25.81%) Law
2 2 (6.45%) Legal
3 1 (3.23%) Manufacturing
3 1 (3.23%) Pharmaceutical
3 1 (3.23%) Publishing
Job Titles
1 9 (29.03%) Analyst
2 8 (25.81%) Developer
3 6 (19.35%) Principal Developer
3 6 (19.35%) Principal Software Developer
3 6 (19.35%) Software Developer
4 5 (16.13%) Consultant
4 5 (16.13%) Technical Leader
5 4 (12.90%) Security Consultant
6 3 (9.68%) Cybersecurity Consultant
6 3 (9.68%) Data Analyst
6 3 (9.68%) Test Leader
7 2 (6.45%) Administrator
7 2 (6.45%) Information Analyst
7 2 (6.45%) Lead Security Consultant
7 2 (6.45%) Security Technical Consultant
7 2 (6.45%) Technical Consultant
7 2 (6.45%) Technical Security Consultant
7 2 (6.45%) Web Developer
8 1 (3.23%) Senior Analyst
8 1 (3.23%) Service Analyst
Libraries, Frameworks & Software Standards
1 2 (6.45%) Symfony
2 1 (3.23%) AngularJS
2 1 (3.23%) Django
2 1 (3.23%) Flask
2 1 (3.23%) React
2 1 (3.23%) XML
Miscellaneous
1 6 (19.35%) Algorithms
2 2 (6.45%) Clustering
2 2 (6.45%) Self-Motivation
2 2 (6.45%) Wiki
3 1 (3.23%) Analytical Skills
3 1 (3.23%) Management Information System
3 1 (3.23%) NHS
3 1 (3.23%) Taxonomies
Operating Systems
1 2 (6.45%) Unix
2 1 (3.23%) Linux
2 1 (3.23%) Windows
Processes & Methodologies
1 10 (32.26%) Bioinformatics
2 9 (29.03%) Data Science
3 8 (25.81%) Computational Biology
4 7 (22.58%) Open Source
4 7 (22.58%) Root Cause Analysis
4 7 (22.58%) Statistics
5 6 (19.35%) DNA
5 6 (19.35%) Statistical Analysis
6 5 (16.13%) API Integration
6 5 (16.13%) Cybersecurity
6 5 (16.13%) Migration
6 5 (16.13%) Project Management
7 4 (12.90%) CRM
7 4 (12.90%) Data Encryption
7 4 (12.90%) Line Management
7 4 (12.90%) Microservices
8 3 (9.68%) Disaster Recovery
8 3 (9.68%) ERP
8 3 (9.68%) Regression Testing
8 3 (9.68%) Validation
Programming Languages
1 7 (22.58%) SQL
2 3 (9.68%) C#
2 3 (9.68%) Perl
2 3 (9.68%) PL/SQL
2 3 (9.68%) Python
2 3 (9.68%) R
3 2 (6.45%) Java
3 2 (6.45%) JavaScript
3 2 (6.45%) PHP
3 2 (6.45%) T-SQL
4 1 (3.23%) C
4 1 (3.23%) C++
4 1 (3.23%) Fortran
4 1 (3.23%) Go
4 1 (3.23%) PowerShell
4 1 (3.23%) Scala
Qualifications
1 3 (9.68%) Degree
2 2 (6.45%) PhD
3 1 (3.23%) Computer Science Degree
Quality Assurance & Compliance
1 4 (12.90%) Data Quality
System Software
1 1 (3.23%) Docker
Systems Management
1 5 (16.13%) Kibana
2 1 (3.23%) Kubernetes
2 1 (3.23%) Mesos
2 1 (3.23%) Symantec Endpoint Protection
Vendors
1 6 (19.35%) Oracle
2 4 (12.90%) Hyperion
3 2 (6.45%) SAP
4 1 (3.23%) Cisco
4 1 (3.23%) HP
4 1 (3.23%) Microsoft
4 1 (3.23%) Symantec
4 1 (3.23%) Tableau
4 1 (3.23%) Talend