Period
to 21 October 2018

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire with a requirement for Analytics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytics over the 6 months to 21 October 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.

Analytics
East of England > Cambridgeshire
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 43 84 60
Rank change year-on-year +41 -24 +22
Contract jobs citing Analytics 45 14 24
As % of all contract IT jobs advertised in Cambridgeshire 3.78% 1.02% 2.16%
As % of the Processes & Methodologies category 4.39% 1.23% 2.60%
Number of daily rates quoted 22 7 20
Cambridgeshire median daily rate £538 £350 £458
Median daily rate % change year-on-year +53.57% -23.50% -
10th Percentile £374 £253 £356
90th Percentile £630 £534 £600
East of England median daily rate £450 £488 £356
% change year-on-year -7.69% +36.84% -16.18%
Number of hourly rates quoted 0 2 0
Cambridgeshire median hourly rate - £28.60 -
East of England median hourly rate £17.00 £34.50 £20.00
% change year-on-year -50.72% +72.50% -39.39%

Analytics 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 1,025 1,140 922
As % of all contract IT jobs advertised in Cambridgeshire 86.06% 83.21% 83.06%
Number of daily rates quoted 544 582 458
Cambridgeshire median daily rate £425 £375 £400
Median daily rate % change year-on-year +13.33% -6.25% +6.67%
10th Percentile £264 £215 £238
90th Percentile £588 £549 £538
East of England median daily rate £438 £425 £400
% change year-on-year +2.94% +6.25% +3.23%
Number of hourly rates quoted 89 111 84
Cambridgeshire median hourly rate £19.25 £37.50 £36.00
Median hourly rate % change year-on-year -48.67% +4.17% +100.00%
10th Percentile £11.50 £13.00 £13.58
90th Percentile £49.00 £49.75 £46.98
East of England median hourly rate £17.50 £30.00 £27.25
% change year-on-year -41.67% +10.09% +12.80%

Analytics
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Analytics in Cambridgeshire

Analytics
Contractor Daily Rate Trend in Cambridgeshire

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

Contractor daily rate trend for Analytics in Cambridgeshire

Analytics
Contractor Daily Rate Histogram in Cambridgeshire

The daily rate distribution of IT jobs citing Analytics in Cambridgeshire over the 6 months to 21 October 2018.

Contractor daily rate histogram for Analytics in Cambridgeshire

Analytics
Contractor Hourly Rate Trend in Cambridgeshire

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

Contractor hourly rate trend for Analytics in Cambridgeshire

Analytics
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 Analytics within the Cambridgeshire region over the 6 months to 21 October 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 +16 31 £550 +57.14% 20
Peterborough +5 1 £375 -17.58% 5
Analytics
East of England

For the 6 months to 21 October 2018, IT contractor jobs citing Analytics 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 Analytics.

1 19 (42.22%) Pharmaceutical
2 17 (37.78%) Visualisation
3 15 (33.33%) Agile Software Development
3 15 (33.33%) Computer Science
4 14 (31.11%) Hadoop
4 14 (31.11%) Analytical Skills
5 13 (28.89%) Amazon AWS
6 12 (26.67%) Amazon Redshift
6 12 (26.67%) Amazon Aurora
7 11 (24.44%) Amazon EMR
7 11 (24.44%) Apache Hive
7 11 (24.44%) Business Analysis
7 11 (24.44%) MySQL
7 11 (24.44%) ETL
7 11 (24.44%) Business Intelligence
8 10 (22.22%) Amazon S3
8 10 (22.22%) NoSQL
9 9 (20.00%) MicroStrategy
9 9 (20.00%) Finance
10 8 (17.78%) PostgreSQL
10 8 (17.78%) Data Analytics
11 7 (15.56%) Apache Spark
11 7 (15.56%) SQL
11 7 (15.56%) Data Management
12 6 (13.33%) Publishing
12 6 (13.33%) Information Architecture
12 6 (13.33%) Web Services
12 6 (13.33%) Project Management
12 6 (13.33%) Big Data
12 6 (13.33%) Talend

Analytics
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 7 (15.56%) Apache Spark
2 3 (6.67%) SAS
3 2 (4.44%) SharePoint
4 1 (2.22%) Cloud Foundry
4 1 (2.22%) Confluence
4 1 (2.22%) IBM Domino
4 1 (2.22%) OpenStack
4 1 (2.22%) Oracle SOA Suite
Applications
1 2 (4.44%) SPSS
2 1 (2.22%) Microsoft Excel
2 1 (2.22%) Microsoft Office
2 1 (2.22%) Microsoft PowerPoint
Business Applications
1 1 (2.22%) Oracle BPM
1 1 (2.22%) SAP HR
1 1 (2.22%) SAP MDG
1 1 (2.22%) SAP MDM
Cloud Services
1 13 (28.89%) Amazon AWS
2 11 (24.44%) Amazon EMR
3 10 (22.22%) Amazon S3
4 4 (8.89%) SaaS
5 2 (4.44%) Amazon SQS
5 2 (4.44%) GitHub
5 2 (4.44%) SuccessFactors
Database & Business Intelligence
1 14 (31.11%) Hadoop
2 12 (26.67%) Amazon Aurora
2 12 (26.67%) Amazon Redshift
3 11 (24.44%) Apache Hive
3 11 (24.44%) MySQL
4 10 (22.22%) NoSQL
5 8 (17.78%) PostgreSQL
6 6 (13.33%) Big Data
7 4 (8.89%) Data Warehouse
8 3 (6.67%) OLAP
8 3 (6.67%) Relational Database
9 2 (4.44%) BusinessObjects
9 2 (4.44%) OLTP
9 2 (4.44%) Oracle BI EE
10 1 (2.22%) Data Mining
10 1 (2.22%) Oracle Reports
10 1 (2.22%) PowerCenter
10 1 (2.22%) Redis
10 1 (2.22%) SAP HANA
10 1 (2.22%) Spotfire
Development Applications
1 5 (11.11%) GitLab
2 1 (2.22%) Atlassian Bamboo
2 1 (2.22%) Jenkins
2 1 (2.22%) JIRA
2 1 (2.22%) Oracle APEX
2 1 (2.22%) TeamCity
2 1 (2.22%) Vagrant
General
1 19 (42.22%) Pharmaceutical
2 9 (20.00%) Finance
3 6 (13.33%) Publishing
4 1 (2.22%) Banking
4 1 (2.22%) Law
4 1 (2.22%) Telecoms
Job Titles
1 17 (37.78%) Analyst
2 11 (24.44%) Business Analyst
2 11 (24.44%) Data Engineer
3 6 (13.33%) Data Analytics Engineer
3 6 (13.33%) Project Manager
4 4 (8.89%) Data Analyst
4 4 (8.89%) Developer
4 4 (8.89%) HR Analyst
4 4 (8.89%) HR Business Analyst
5 3 (6.67%) AWS Engineer
5 3 (6.67%) Senior Data Engineer
6 2 (4.44%) ETL Developer
6 2 (4.44%) Report Analyst
6 2 (4.44%) Risk Analyst
6 2 (4.44%) Risk Business Analyst
6 2 (4.44%) Senior Manager
6 2 (4.44%) Senior Project Manager
6 2 (4.44%) Workstream Lead
6 2 (4.44%) Workstream Manager
7 1 (2.22%) Information Architect
Libraries, Frameworks & Software Standards
1 6 (13.33%) Web Services
2 5 (11.11%) Apache Camel
2 5 (11.11%) REST
2 5 (11.11%) SOAP
3 3 (6.67%) XML
4 1 (2.22%) AngularJS
4 1 (2.22%) Django
4 1 (2.22%) EDI
4 1 (2.22%) Flask
4 1 (2.22%) Node.js
4 1 (2.22%) RabbitMQ
4 1 (2.22%) React
4 1 (2.22%) RESTful
4 1 (2.22%) Velocity
Miscellaneous
1 15 (33.33%) Computer Science
2 14 (31.11%) Analytical Skills
3 2 (4.44%) Life Science
3 2 (4.44%) Management Information System
3 2 (4.44%) Taxonomies
3 2 (4.44%) User Experience
4 1 (2.22%) Algorithms
4 1 (2.22%) Client/Server
4 1 (2.22%) Credit Risk
4 1 (2.22%) Data Centre
4 1 (2.22%) Data Structures
4 1 (2.22%) Enterprise Cloud
4 1 (2.22%) Enterprise Software
4 1 (2.22%) Market Risk
4 1 (2.22%) Virtual Team
Operating Systems
1 3 (6.67%) Unix
2 1 (2.22%) Linux
Processes & Methodologies
1 17 (37.78%) Visualisation
2 15 (33.33%) Agile Software Development
3 11 (24.44%) Business Analysis
3 11 (24.44%) Business Intelligence
3 11 (24.44%) ETL
4 8 (17.78%) Data Analytics
5 7 (15.56%) Data Management
6 6 (13.33%) Information Architecture
6 6 (13.33%) Project Management
7 5 (11.11%) Change Management
7 5 (11.11%) Data Science
7 5 (11.11%) Matrix Organization
7 5 (11.11%) Scrum
7 5 (11.11%) Software Engineering
8 4 (8.89%) Business Process Analysis
8 4 (8.89%) Data Integration
8 4 (8.89%) Decision-Making
8 4 (8.89%) MapReduce
8 4 (8.89%) System Integration Testing
8 4 (8.89%) Waterfall
Programming Languages
1 7 (15.56%) SQL
2 4 (8.89%) JavaScript
2 4 (8.89%) Perl
2 4 (8.89%) Python
3 3 (6.67%) Java
4 2 (4.44%) PL/SQL
5 1 (2.22%) C
5 1 (2.22%) C#
5 1 (2.22%) C++
5 1 (2.22%) ES6
5 1 (2.22%) Fortran
5 1 (2.22%) Go
5 1 (2.22%) R
5 1 (2.22%) Scala
Qualifications
1 5 (11.11%) Degree
2 2 (4.44%) Computer Science Degree
3 1 (2.22%) CSQA
3 1 (2.22%) Master's Degree
3 1 (2.22%) PhD
3 1 (2.22%) PMI Certification
3 1 (2.22%) PMP
Quality Assurance & Compliance
1 2 (4.44%) Data Quality
2 1 (2.22%) PMO
System Software
1 2 (4.44%) Docker
Systems Management
1 2 (4.44%) Kubernetes
2 1 (2.22%) Mesos
Vendors
1 9 (20.00%) MicroStrategy
2 6 (13.33%) Talend
3 4 (8.89%) Workday
4 3 (6.67%) Oracle
4 3 (6.67%) SAP
5 2 (4.44%) Hyperion
5 2 (4.44%) ServiceNow
5 2 (4.44%) Tableau
6 1 (2.22%) Cisco
6 1 (2.22%) Databricks
6 1 (2.22%) Dataiku
6 1 (2.22%) IBM
6 1 (2.22%) Infor
6 1 (2.22%) Informatica
6 1 (2.22%) JD Edwards
6 1 (2.22%) Microsoft