Period
to 20 May 2018

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies advertised in Reading. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytical Skills over the 6 months to 20 May 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
Berkshire > Reading
6 months to
20 May 2018
Same period 2017 Same period 2016
Rank 16 15 49
Rank change year-on-year -1 +34 -19
Contract jobs citing Analytical Skills 116 111 75
As % of all contract IT jobs advertised in Reading 8.68% 8.22% 3.87%
As % of the Miscellaneous category 25.00% 24.78% 13.51%
Number of daily rates quoted 68 49 39
Reading median daily rate £401 £450 £425
Median daily rate % change year-on-year -10.83% +5.88% +6.25%
10th Percentile £218 £293 £290
90th Percentile £530 £600 £510
Berkshire median daily rate £400 £450 £390
% change year-on-year -11.11% +15.38% +4.00%
Number of hourly rates quoted 4 2 8
Reading median hourly rate £32.25 £55.65 £59.33
Median hourly rate % change year-on-year -42.05% -6.19% +122.82%
10th Percentile £11.33 £55.65 £13.00
90th Percentile £62.38 £55.65 £63.00
Berkshire median hourly rate £20.00 £29.50 £45.00
% change year-on-year -32.20% -34.44% +161.32%

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 Reading with a requirement for generic IT skills.

All Generic IT Skills
Reading
Contract vacancies with a requirement for generic IT skills 464 448 555
As % of all contract IT jobs advertised in Reading 34.73% 33.16% 28.61%
Number of daily rates quoted 291 228 334
Reading median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25% -
10th Percentile £260 £263 £250
90th Percentile £595 £600 £511
Berkshire median daily rate £425 £420 £400
% change year-on-year +1.19% +5.00% -
Number of hourly rates quoted 13 21 21
Reading median hourly rate £18.11 £15.00 £17.00
Median hourly rate % change year-on-year +20.70% -11.76% -10.53%
10th Percentile £11.56 £13.00 £13.00
90th Percentile £63.25 £55.65 £63.00
Berkshire median hourly rate £12.70 £14.60 £16.05
% change year-on-year -13.01% -9.01% -6.82%

Analytical Skills
Job Vacancy Trend in Reading

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

Job vacancy trend for Analytical Skills in Reading

Analytical Skills
Contractor Daily Rate Trend in Reading

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

Contractor daily rate trend for Analytical Skills in Reading

Analytical Skills
Contractor Daily Rate Histogram in Reading

The daily rate distribution of IT jobs citing Analytical Skills in Reading over the 6 months to 20 May 2018.

Contractor daily rate histogram for Analytical Skills in Reading

Analytical Skills
Contractor Hourly Rate Trend in Reading

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

Contractor hourly rate trend for Analytical Skills in Reading

Analytical Skills
Contractor Hourly Rate Histogram in Reading

The hourly rate distribution of IT jobs citing Analytical Skills in Reading over the 6 months to 20 May 2018.

Contractor hourly rate histogram for Analytical Skills in Reading

For the 6 months to 20 May 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 Reading region with a requirement for Analytical Skills.

1 44 (37.93%) Problem-Solving
2 29 (25.00%) Microsoft
2 29 (25.00%) Project Management
3 28 (24.14%) Finance
4 26 (22.41%) Oracle
4 26 (22.41%) Degree
5 24 (20.69%) Marketing
6 23 (19.83%) SQL
7 19 (16.38%) Salesforce.com
7 19 (16.38%) Legal
7 19 (16.38%) Agile Software Development
8 17 (14.66%) Computer Science
8 17 (14.66%) Marketing Intelligence
9 16 (13.79%) Microsoft Excel
9 16 (13.79%) French Language
10 15 (12.93%) German Language
10 15 (12.93%) Stakeholder Management
11 13 (11.21%) Unix
11 13 (11.21%) Microsoft Office
11 13 (11.21%) Data Analysis
12 12 (10.34%) Data Management
12 12 (10.34%) Linux
12 12 (10.34%) B2B
12 12 (10.34%) Self-Motivation
12 12 (10.34%) Analytics
13 11 (9.48%) Business Intelligence
13 11 (9.48%) Microsoft Azure
14 10 (8.62%) Business Analysis
14 10 (8.62%) Telecoms
15 9 (7.76%) Workflow

Analytical Skills
Co-occurring IT Skills in Reading 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 (4.31%) Oracle Workflow
2 2 (1.72%) Apache Pig
2 2 (1.72%) Apache Spark
2 2 (1.72%) SAS
3 1 (0.86%) ArcGIS
3 1 (0.86%) PowerExchange
3 1 (0.86%) Skype for Business
Applications
1 16 (13.79%) Microsoft Excel
2 13 (11.21%) Microsoft Office
3 6 (5.17%) Microsoft PowerPoint
4 4 (3.45%) MS Visio
5 2 (1.72%) Microsoft Project
5 2 (1.72%) SPSS
Business Applications
1 9 (7.76%) Sonata
2 5 (4.31%) Eloqua
2 5 (4.31%) Oracle BPM
3 4 (3.45%) Infor M3
3 4 (3.45%) Oracle Payables
3 4 (3.45%) Unit4 Business World
Cloud Services
1 11 (9.48%) Microsoft Azure
2 5 (4.31%) Cloud Computing
3 4 (3.45%) Office 365
4 1 (0.86%) Azure Active Directory
4 1 (0.86%) Oracle CX
Communications & Networking
1 3 (2.59%) Skype
2 2 (1.72%) Firewall
2 2 (1.72%) IPsec
2 2 (1.72%) Network Security
2 2 (1.72%) SSL
3 1 (0.86%) Ethernet
3 1 (0.86%) IPv4
3 1 (0.86%) SNMP
3 1 (0.86%) VLAN
3 1 (0.86%) VPN
3 1 (0.86%) WAN
3 1 (0.86%) Wi-Fi
3 1 (0.86%) Wireless
Database & Business Intelligence
1 9 (7.76%) Data Warehouse
2 6 (5.17%) SQL Server
3 5 (4.31%) Big Data
3 5 (4.31%) DB2
4 4 (3.45%) Apache Hive
4 4 (3.45%) Hadoop
4 4 (3.45%) HBase
4 4 (3.45%) MS Access
4 4 (3.45%) Oracle Database
5 3 (2.59%) BusinessObjects
5 3 (2.59%) Power BI
5 3 (2.59%) QlikView
6 2 (1.72%) Amazon Redshift
6 2 (1.72%) Impala
6 2 (1.72%) Mahout
6 2 (1.72%) Redis
6 2 (1.72%) SQL Server 2005
6 2 (1.72%) SQL Server Integration Services
6 2 (1.72%) Sqoop
6 2 (1.72%) Triplestore
Development Applications
1 2 (1.72%) JIRA
2 1 (0.86%) Atlassian Bamboo
2 1 (0.86%) Bitbucket
General
1 28 (24.14%) Finance
2 24 (20.69%) Marketing
3 19 (16.38%) Legal
4 16 (13.79%) French Language
5 15 (12.93%) German Language
6 10 (8.62%) Telecoms
7 6 (5.17%) Retail
8 5 (4.31%) Mandarin Language
9 3 (2.59%) Billing
10 2 (1.72%) Back Office
10 2 (1.72%) Czech Language
10 2 (1.72%) Italian Language
10 2 (1.72%) Spanish Language
11 1 (0.86%) Advertising
11 1 (0.86%) Games
11 1 (0.86%) Manufacturing
Job Titles
1 52 (44.83%) Analyst
2 19 (16.38%) Salesforce Analyst
3 17 (14.66%) Business Analyst
4 13 (11.21%) Marketing Analyst
5 9 (7.76%) Operations Analyst
6 8 (6.90%) Consultant
6 8 (6.90%) Project Manager
7 7 (6.03%) Administrator
7 7 (6.03%) GDPR Business Analyst
8 6 (5.17%) Designer
9 5 (4.31%) Senior Analyst
10 4 (3.45%) Buyer
10 4 (3.45%) Developer
10 4 (3.45%) EPoS Business Analyst
10 4 (3.45%) IT Buyer
10 4 (3.45%) Product Manager
10 4 (3.45%) Report Analyst
10 4 (3.45%) Service Analyst
10 4 (3.45%) Support Consultant
10 4 (3.45%) Systems Administrator
Libraries, Frameworks & Software Standards
1 1 (0.86%) .NET
1 1 (0.86%) AngularJS
1 1 (0.86%) CSS
1 1 (0.86%) CSS3
1 1 (0.86%) HTML
1 1 (0.86%) HTML5
1 1 (0.86%) Web Services
Miscellaneous
1 17 (14.66%) Computer Science
2 12 (10.34%) Self-Motivation
3 9 (7.76%) Data Centre
4 7 (6.03%) PMI
5 6 (5.17%) Replication
6 5 (4.31%) EPoS
7 4 (3.45%) Data Protection Act
7 4 (3.45%) User Experience
8 2 (1.72%) Digital Media
8 2 (1.72%) Enterprise Software
8 2 (1.72%) Management Information System
9 1 (0.86%) Analytical Mindset
9 1 (0.86%) Data Structures
9 1 (0.86%) FMCG
9 1 (0.86%) Life Science
9 1 (0.86%) Robotics
Operating Systems
1 13 (11.21%) Unix
2 12 (10.34%) Linux
3 3 (2.59%) Windows
4 1 (0.86%) Android
4 1 (0.86%) Apple iOS
4 1 (0.86%) Windows Mobile
Processes & Methodologies
1 44 (37.93%) Problem-Solving
2 29 (25.00%) Project Management
3 19 (16.38%) Agile Software Development
4 17 (14.66%) Marketing Intelligence
5 15 (12.93%) Stakeholder Management
6 13 (11.21%) Data Analysis
7 12 (10.34%) Analytics
7 12 (10.34%) B2B
7 12 (10.34%) Data Management
8 11 (9.48%) Business Intelligence
9 10 (8.62%) Business Analysis
10 9 (7.76%) Information Management
10 9 (7.76%) Migration
10 9 (7.76%) PRINCE2
10 9 (7.76%) Workflow
11 8 (6.90%) GAP Analysis
11 8 (6.90%) Process Improvement
12 7 (6.03%) Data Mapping
12 7 (6.03%) Data Protection
12 7 (6.03%) Incident Management
Programming Languages
1 23 (19.83%) SQL
2 7 (6.03%) C
3 3 (2.59%) C#
3 3 (2.59%) Python
4 2 (1.72%) F#
4 2 (1.72%) Java
4 2 (1.72%) R
4 2 (1.72%) T-SQL
5 1 (0.86%) JavaScript
5 1 (0.86%) VBA
Qualifications
1 26 (22.41%) Degree
2 8 (6.90%) Security Cleared
3 7 (6.03%) PMI Certification
4 6 (5.17%) PMP
5 4 (3.45%) DV Cleared
6 3 (2.59%) Master's Degree
6 3 (2.59%) SC Cleared
7 1 (0.86%) CCNP
7 1 (0.86%) Cisco Certification
7 1 (0.86%) Computer Science Degree
7 1 (0.86%) HNC
7 1 (0.86%) PhD
Quality Assurance & Compliance
1 8 (6.90%) Data Quality
2 7 (6.03%) GDPR
3 5 (4.31%) PMO
4 4 (3.45%) ISO/IEC 27001
5 2 (1.72%) QA
5 2 (1.72%) SLA
6 1 (0.86%) UCITS
System Software
1 5 (4.31%) StorNext
2 4 (3.45%) Apache Flume
3 2 (1.72%) HDFS
3 2 (1.72%) Virtual Machines
4 1 (0.86%) Active Directory
4 1 (0.86%) Firmware
Systems Management
1 5 (4.31%) Tivoli Storage Manager
2 3 (2.59%) Microsoft Intune
3 2 (1.72%) Puppet
4 1 (0.86%) FortiGate
4 1 (0.86%) HP Quality Center
4 1 (0.86%) SCCM
Vendors
1 29 (25.00%) Microsoft
2 26 (22.41%) Oracle
3 19 (16.38%) Salesforce.com
4 9 (7.76%) FNZ
5 7 (6.03%) AppDynamics
5 7 (6.03%) Informatica
6 5 (4.31%) IBM
7 2 (1.72%) Atlassian
7 2 (1.72%) Juniper
7 2 (1.72%) SAP
7 2 (1.72%) Tableau
7 2 (1.72%) Talend
7 2 (1.72%) Teradata
7 2 (1.72%) Vertica
8 1 (0.86%) BT
8 1 (0.86%) Cisco
8 1 (0.86%) Extreme Networks
8 1 (0.86%) Netezza
8 1 (0.86%) Samsung
8 1 (0.86%) SolarWinds