Period
to 14 December 2018

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies advertised in Cambridgeshire. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytical Skills over the 6 months to 14 December 2018 with a comparison to the same period over 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.

Analytical Skills
East of England > Cambridgeshire
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 22 38 38
Rank change year-on-year +16 0 -2
Contract jobs citing Analytical Skills 71 65 47
As % of all contract IT jobs advertised in Cambridgeshire 6.29% 4.63% 4.13%
As % of the Miscellaneous category 19.56% 16.29% 14.83%
Number of daily rates quoted 23 32 15
Cambridgeshire median daily rate £488 £325 £325
Median daily rate % change year-on-year +50.00% - -18.75%
10th Percentile £321 £208 £165
90th Percentile £624 £501 £460
East of England median daily rate £425 £375 £350
% change year-on-year +13.33% +7.14% -13.58%
Number of hourly rates quoted 12 1 9
Cambridgeshire median hourly rate £17.50 £22.70 £15.25
Median hourly rate % change year-on-year -22.91% +48.85% -56.43%
10th Percentile £16.04 £21.35 £14.63
90th Percentile £23.00 £24.05 £44.50
East of England median hourly rate £17.50 £16.84 £15.88
% change year-on-year +3.95% +6.05% -43.30%

Analytical Skills is in the Generic IT Skills 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 generic IT skills.

All Generic IT Skills
Cambridgeshire
Contract vacancies with a requirement for generic IT skills 363 399 317
As % of all contract IT jobs advertised in Cambridgeshire 32.15% 28.42% 27.88%
Number of daily rates quoted 172 217 155
Cambridgeshire median daily rate £438 £365 £350
Median daily rate % change year-on-year +19.86% +4.29% -6.67%
10th Percentile £263 £202 £103
90th Percentile £577 £538 £488
East of England median daily rate £450 £400 £350
% change year-on-year +12.50% +14.29% -6.67%
Number of hourly rates quoted 31 33 22
Cambridgeshire median hourly rate £22.50 £42.00 £18.13
Median hourly rate % change year-on-year -46.43% +131.72% -36.40%
10th Percentile £15.19 £13.30 £11.32
90th Percentile £52.50 £50.85 £43.75
East of England median hourly rate £19.13 £38.13 £29.06
% change year-on-year -49.84% +31.23% +29.13%

Analytical Skills
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Analytical Skills in Cambridgeshire

Analytical Skills
Contractor Daily Rate Trend in Cambridgeshire

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

Contractor daily rate trend for Analytical Skills in Cambridgeshire

Analytical Skills
Contractor Daily Rate Histogram in Cambridgeshire

The daily rate distribution of IT jobs citing Analytical Skills in Cambridgeshire over the 6 months to 14 December 2018.

Contractor daily rate histogram for Analytical Skills in Cambridgeshire

Analytical Skills
Contractor Hourly Rate Trend in Cambridgeshire

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

Contractor hourly rate trend for Analytical Skills in Cambridgeshire

Analytical Skills
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 Analytical Skills within the Cambridgeshire region over the 6 months to 14 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 +14 48 £500 +53.85% 38
Peterborough -4 12 £325 +13.04% 21
Analytical Skills
East of England

For the 6 months to 14 December 2018, IT contractor jobs citing Analytical Skills 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 Analytical Skills.

1 26 (36.62%) Problem-Solving
2 25 (35.21%) Agile Software Development
3 16 (22.54%) Microsoft
3 16 (22.54%) Analytics
4 13 (18.31%) ETL
5 12 (16.90%) Business Intelligence
5 12 (16.90%) Hadoop
5 12 (16.90%) NoSQL
6 11 (15.49%) User Acceptance Testing
6 11 (15.49%) Marketing
6 11 (15.49%) Microsoft Office
6 11 (15.49%) Web Services
6 11 (15.49%) Finance
6 11 (15.49%) Office 365
7 10 (14.08%) Project Management
7 10 (14.08%) SQL
7 10 (14.08%) Business Analysis
8 9 (12.68%) Degree
8 9 (12.68%) JIRA
8 9 (12.68%) Computer Science
8 9 (12.68%) Apache Hive
8 9 (12.68%) Amazon AWS
8 9 (12.68%) MySQL
8 9 (12.68%) Windows
8 9 (12.68%) PostgreSQL
8 9 (12.68%) Amazon EMR
8 9 (12.68%) ServiceNow
8 9 (12.68%) Amazon Redshift
8 9 (12.68%) Windows 10
8 9 (12.68%) Amazon Aurora

Analytical Skills
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 (7.04%) Confluence
2 4 (5.63%) Apache Spark
2 4 (5.63%) Skype for Business
3 3 (4.23%) Mule
3 3 (4.23%) SharePoint
4 2 (2.82%) SAS
5 1 (1.41%) CMS
5 1 (1.41%) Oracle SOA Suite
5 1 (1.41%) WordPress
Applications
1 11 (15.49%) Microsoft Office
2 3 (4.23%) Microsoft Excel
2 3 (4.23%) Microsoft Project
3 2 (2.82%) SPSS
4 1 (1.41%) FrameMaker
4 1 (1.41%) Microsoft PowerPoint
4 1 (1.41%) SOLIDWORKS
4 1 (1.41%) Windchill
Business Applications
1 6 (8.45%) Dynamics CRM
2 3 (4.23%) NetSuite
3 1 (1.41%) Oracle BPM
3 1 (1.41%) SAP MDG
3 1 (1.41%) SAP MDM
3 1 (1.41%) SAP S/4HANA
Cloud Services
1 11 (15.49%) Office 365
2 9 (12.68%) Amazon AWS
2 9 (12.68%) Amazon EMR
3 8 (11.27%) Amazon S3
4 6 (8.45%) SaaS
5 5 (7.04%) OneDrive
6 4 (5.63%) Dynamics 365
7 2 (2.82%) Amazon SQS
7 2 (2.82%) Azure Active Directory
7 2 (2.82%) IaaS
7 2 (2.82%) Microsoft Azure
7 2 (2.82%) PaaS
8 1 (1.41%) Cloud Computing
8 1 (1.41%) GitHub
8 1 (1.41%) SuccessFactors
Communications & Networking
1 4 (5.63%) Skype
2 3 (4.23%) Wi-Fi
3 2 (2.82%) Bluetooth
3 2 (2.82%) Firewall
3 2 (2.82%) Wireless
4 1 (1.41%) 5G
4 1 (1.41%) 802.11
4 1 (1.41%) Broadband
4 1 (1.41%) Ethernet
4 1 (1.41%) LAN
4 1 (1.41%) LTE
4 1 (1.41%) Network Security
4 1 (1.41%) OSPF
4 1 (1.41%) SNMP
4 1 (1.41%) TCP/IP
4 1 (1.41%) WAN
4 1 (1.41%) Wireshark
4 1 (1.41%) WLAN
Database & Business Intelligence
1 12 (16.90%) Hadoop
1 12 (16.90%) NoSQL
2 9 (12.68%) Amazon Aurora
2 9 (12.68%) Amazon Redshift
2 9 (12.68%) Apache Hive
2 9 (12.68%) MySQL
2 9 (12.68%) PostgreSQL
3 4 (5.63%) Data Warehouse
4 3 (4.23%) Big Data
4 3 (4.23%) Oracle BI EE
4 3 (4.23%) Relational Database
5 2 (2.82%) BusinessObjects
5 2 (2.82%) OLAP
5 2 (2.82%) Power BI
5 2 (2.82%) SQL Server
6 1 (1.41%) Data Mining
6 1 (1.41%) Essbase
6 1 (1.41%) OLTP
6 1 (1.41%) PowerCenter
6 1 (1.41%) Spotfire
Development Applications
1 9 (12.68%) JIRA
2 7 (9.86%) GitLab
3 4 (5.63%) Git (software)
4 2 (2.82%) Jenkins
4 2 (2.82%) Visual Studio Team System
5 1 (1.41%) Bugzilla
5 1 (1.41%) Hudson
5 1 (1.41%) JMeter
5 1 (1.41%) LabVIEW
5 1 (1.41%) Oracle APEX
5 1 (1.41%) Selenium
5 1 (1.41%) Subversion
5 1 (1.41%) Team Foundation Server
5 1 (1.41%) Visual Studio Coded UI
General
1 11 (15.49%) Finance
1 11 (15.49%) Marketing
2 8 (11.27%) Publishing
3 7 (9.86%) Pharmaceutical
4 3 (4.23%) Manufacturing
4 3 (4.23%) Telecoms
5 2 (2.82%) General Ledger
6 1 (1.41%) Back Office
6 1 (1.41%) Electronics
6 1 (1.41%) Mandarin Language
6 1 (1.41%) Retail
Job Titles
1 16 (22.54%) Analyst
2 9 (12.68%) Support Engineer
3 8 (11.27%) Architect
3 8 (11.27%) Business Analyst
3 8 (11.27%) Developer
4 7 (9.86%) Solutions Architect
5 5 (7.04%) IT Engineer
6 4 (5.63%) Data Engineer
6 4 (5.63%) Desktop Engineer
6 4 (5.63%) Desktop Support
6 4 (5.63%) Desktop Support Engineer
6 4 (5.63%) Project Manager
7 3 (4.23%) ETL Developer
7 3 (4.23%) IT Support
7 3 (4.23%) IT Support Engineer
7 3 (4.23%) Talend Developer
7 3 (4.23%) Technical Engineer
7 3 (4.23%) Technical Support
7 3 (4.23%) Technical Support Engineer
8 2 (2.82%) Scala Developer
Libraries, Frameworks & Software Standards
1 11 (15.49%) Web Services
2 7 (9.86%) Apache Camel
2 7 (9.86%) Middleware
2 7 (9.86%) REST
2 7 (9.86%) SOAP
3 3 (4.23%) XML
4 2 (2.82%) RESTful
4 2 (2.82%) Spring
5 1 (1.41%) .NET
5 1 (1.41%) 802.1X
5 1 (1.41%) COM
5 1 (1.41%) Oracle Fusion
5 1 (1.41%) Ruby on Rails
5 1 (1.41%) Velocity
Miscellaneous
1 5 (7.04%) User Experience
2 4 (5.63%) Fat Client
2 4 (5.63%) Thin Client
3 3 (4.23%) Self-Motivation
4 2 (2.82%) Biotechnology
4 2 (2.82%) Life Science
4 2 (2.82%) Management Information System
5 1 (1.41%) Data Centre
5 1 (1.41%) Fintech
5 1 (1.41%) Taxonomies
5 1 (1.41%) Virtual Team
Operating Systems
1 9 (12.68%) Windows
1 9 (12.68%) Windows 10
2 5 (7.04%) Apple iOS
2 5 (7.04%) Mac OS
3 4 (5.63%) Linux
3 4 (5.63%) Windows 7
3 4 (5.63%) Windows 8
3 4 (5.63%) Windows XP
4 2 (2.82%) Unix
Processes & Methodologies
1 26 (36.62%) Problem-Solving
2 25 (35.21%) Agile Software Development
3 16 (22.54%) Analytics
4 13 (18.31%) ETL
5 12 (16.90%) Business Intelligence
6 11 (15.49%) User Acceptance Testing
7 10 (14.08%) Business Analysis
7 10 (14.08%) Project Management
8 9 (12.68%) Computer Science
9 8 (11.27%) CRM
10 7 (9.86%) ITSM
10 7 (9.86%) Scrum
10 7 (9.86%) User Stories
10 7 (9.86%) Visualisation
11 6 (8.45%) Acceptance Criteria
11 6 (8.45%) Asset Management
11 6 (8.45%) Continuous Improvement
11 6 (8.45%) Information Architecture
11 6 (8.45%) Release Management
11 6 (8.45%) Software Engineering
Programming Languages
1 10 (14.08%) SQL
2 6 (8.45%) Java
3 4 (5.63%) Python
4 3 (4.23%) Perl
4 3 (4.23%) PL/SQL
5 2 (2.82%) C
5 2 (2.82%) Embedded C
5 2 (2.82%) Java 8
5 2 (2.82%) JavaScript
5 2 (2.82%) Scala
6 1 (1.41%) Assembly Language
6 1 (1.41%) C#
6 1 (1.41%) C++
6 1 (1.41%) MATLAB
6 1 (1.41%) PHP
6 1 (1.41%) Ruby
6 1 (1.41%) T-SQL
Qualifications
1 9 (12.68%) Degree
2 5 (7.04%) A+ Certification
3 4 (5.63%) TOGAF Certification
4 2 (2.82%) PMP
5 1 (1.41%) CCNA
5 1 (1.41%) CCNP
5 1 (1.41%) CCSA
5 1 (1.41%) CISA
5 1 (1.41%) Cisco Certification
5 1 (1.41%) CISM
5 1 (1.41%) CISSP
5 1 (1.41%) IIBA
5 1 (1.41%) ISEB
5 1 (1.41%) Master's Degree
5 1 (1.41%) MBA
5 1 (1.41%) Oracle Certification
5 1 (1.41%) PhD
Quality Assurance & Compliance
1 3 (4.23%) GDPR
1 3 (4.23%) QA
2 1 (1.41%) Data Quality
2 1 (1.41%) IFRS
2 1 (1.41%) ISO 13485
2 1 (1.41%) ISO 9001
2 1 (1.41%) ISO/IEC 27001
2 1 (1.41%) SLA
System Software
1 7 (9.86%) Active Directory
2 1 (1.41%) Docker
Systems Management
1 5 (7.04%) SCCM
1 5 (7.04%) Systems Management Server (SMS)
2 4 (5.63%) Single Sign-On
3 2 (2.82%) Microsoft Intune
4 1 (1.41%) Ansible
4 1 (1.41%) Puppet
4 1 (1.41%) Stealthwatch
Vendors
1 16 (22.54%) Microsoft
2 9 (12.68%) ServiceNow
3 8 (11.27%) Talend
4 6 (8.45%) SAP
5 5 (7.04%) Apple
6 4 (5.63%) Marketo
6 4 (5.63%) MicroStrategy
6 4 (5.63%) MuleSoft
6 4 (5.63%) Oracle
7 2 (2.82%) Ariba
7 2 (2.82%) Cisco
8 1 (1.41%) Adobe
8 1 (1.41%) CheckPoint
8 1 (1.41%) Huawei
8 1 (1.41%) Hyperion
8 1 (1.41%) IBM
8 1 (1.41%) Informatica
8 1 (1.41%) Progress
8 1 (1.41%) SolarWinds
8 1 (1.41%) Symantec