Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Nottingham with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Nottinghamshire > Nottingham
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 108 106 81
Rank change year-on-year -2 -25 +21
Permanent jobs citing Data Analysis 30 35 67
As % of all permanent IT jobs advertised in Nottingham 1.62% 1.72% 2.90%
As % of the Processes & Methodologies category 1.82% 1.96% 3.25%
Number of salaries quoted 20 27 19
Nottingham median annual salary £45,000 £45,000 £36,000
Median salary % change year-on-year - +25.00% +2.86%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £91,250 £65,000 £60,000
Nottinghamshire median annual salary £45,000 £40,000 £36,000
% change year-on-year +12.50% +11.11% +2.86%

Data Analysis is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Nottingham with a requirement for process or methodology skills.

All Process and Methodology Skills
Nottingham
Permanent vacancies with a requirement for process or methodology skills 1651 1787 2059
As % of all permanent IT jobs advertised in Nottingham 89.24% 87.73% 88.98%
Number of salaries quoted 1451 1456 1539
Nottingham median annual salary £45,000 £43,000 £40,000
Median salary % change year-on-year +4.65% +7.50% -
10th Percentile £27,500 £26,350 £25,200
90th Percentile £68,750 £68,750 £63,750
Nottinghamshire median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% +2.56%

Data Analysis
Job Vacancy Trend in Nottingham

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

Job vacancy trend for Data Analysis in Nottingham

Data Analysis
Salary Trend in Nottingham

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analysis in Nottingham.

Salary trend for Data Analysis in Nottingham

Data Analysis
Salary Histogram in Nottingham

The salary distribution of IT jobs citing Data Analysis in Nottingham over the 6 months to 18 November 2017.

Salary histogram for Data Analysis in Nottingham

For the 6 months to 18 November 2017, IT jobs citing Data Analysis also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Nottingham region with a requirement for Data Analysis.

1 18 (60.00%) Stakeholder Management
2 16 (53.33%) Analytical Skills
3 15 (50.00%) Finance
3 15 (50.00%) Change Management
4 12 (40.00%) SQL
5 10 (33.33%) Microsoft Excel
5 10 (33.33%) Process Improvement
5 10 (33.33%) Analytics
6 9 (30.00%) Business Analysis
7 8 (26.67%) Agile Software Development
7 8 (26.67%) Degree
7 8 (26.67%) Use Case
8 7 (23.33%) Time Management
8 7 (23.33%) Smart Meter
8 7 (23.33%) Requirements Engineering
8 7 (23.33%) Line Management
8 7 (23.33%) Billing
8 7 (23.33%) Data Management
8 7 (23.33%) Systems Analysis
8 7 (23.33%) Siemens
9 6 (20.00%) Project Management
10 5 (16.67%) Microsoft
10 5 (16.67%) RUP
10 5 (16.67%) DSDM
10 5 (16.67%) Scrum
10 5 (16.67%) Software Delivery
10 5 (16.67%) Continuous Improvement
11 4 (13.33%) Scenario Testing
11 4 (13.33%) Sequence Diagram
11 4 (13.33%) Operational Acceptance Testing

Data Analysis
Co-occurring IT Skills in Nottingham 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 1 (3.33%) Apache Spark
Applications
1 10 (33.33%) Microsoft Excel
2 4 (13.33%) Microsoft PowerPoint
Business Applications
1 1 (3.33%) Oracle Utilities
Cloud Services
1 2 (6.67%) Office 365
Communications & Networking
1 2 (6.67%) Firewall
1 2 (6.67%) Network Security
1 2 (6.67%) PBX
2 1 (3.33%) DNS
Database & Business Intelligence
1 3 (10.00%) Data Warehouse
1 3 (10.00%) MS Access
1 3 (10.00%) SQL Server Integration Services
1 3 (10.00%) SQL Server Reporting Services
2 2 (6.67%) Big Data
2 2 (6.67%) SQL Server
3 1 (3.33%) Hadoop
3 1 (3.33%) MongoDB
3 1 (3.33%) Oracle BI Publisher
3 1 (3.33%) Relational Database
Development Applications
1 3 (10.00%) JIRA
2 1 (3.33%) Cucumber
2 1 (3.33%) FitNesse
2 1 (3.33%) JMeter
2 1 (3.33%) NeoLoad
2 1 (3.33%) Selenium
General
1 15 (50.00%) Finance
2 7 (23.33%) Billing
3 3 (10.00%) General Ledger
4 1 (3.33%) Retail
Job Titles
1 24 (80.00%) Analyst
2 12 (40.00%) Business Analyst
3 4 (13.33%) Systems Analyst
4 3 (10.00%) Data Analyst
4 3 (10.00%) Programme Director
5 2 (6.67%) Database Analyst
5 2 (6.67%) Information Analyst
6 1 (3.33%) Agile Business Analyst
6 1 (3.33%) Data Business Analyst
6 1 (3.33%) Data Scientist
6 1 (3.33%) Developer
6 1 (3.33%) Excel Developer
6 1 (3.33%) Report Developer
6 1 (3.33%) Research Scientist
6 1 (3.33%) Service Analyst
6 1 (3.33%) Service Desk Analyst
6 1 (3.33%) SQL Developer
6 1 (3.33%) Technical Analyst
6 1 (3.33%) Technical Services Analyst
6 1 (3.33%) Test Analyst
Libraries, Frameworks & Software Standards
1 2 (6.67%) .NET
1 2 (6.67%) SOAP
1 2 (6.67%) XML
2 1 (3.33%) ASP.NET
2 1 (3.33%) Classic ASP
2 1 (3.33%) HTML
2 1 (3.33%) Web Services
Miscellaneous
1 16 (53.33%) Analytical Skills
2 7 (23.33%) Smart Meter
3 4 (13.33%) Enterprise Software
4 3 (10.00%) PMI
5 2 (6.67%) Computer Science
6 1 (3.33%) Algorithms
6 1 (3.33%) Data Structures
Operating Systems
1 1 (3.33%) Unix
1 1 (3.33%) Windows
Processes & Methodologies
1 18 (60.00%) Stakeholder Management
2 15 (50.00%) Change Management
3 10 (33.33%) Analytics
3 10 (33.33%) Process Improvement
4 9 (30.00%) Business Analysis
5 8 (26.67%) Agile Software Development
5 8 (26.67%) Use Case
6 7 (23.33%) Data Management
6 7 (23.33%) Line Management
6 7 (23.33%) Requirements Engineering
6 7 (23.33%) Systems Analysis
6 7 (23.33%) Time Management
7 6 (20.00%) Project Management
8 5 (16.67%) Continuous Improvement
8 5 (16.67%) DSDM
8 5 (16.67%) RUP
8 5 (16.67%) Scrum
8 5 (16.67%) Software Delivery
9 4 (13.33%) Operational Acceptance Testing
9 4 (13.33%) SDLC
Programming Languages
1 12 (40.00%) SQL
2 4 (13.33%) C#
3 2 (6.67%) PowerShell
4 1 (3.33%) C
4 1 (3.33%) C++
4 1 (3.33%) JavaScript
4 1 (3.33%) Python
4 1 (3.33%) R
Qualifications
1 8 (26.67%) Degree
2 4 (13.33%) ISEB
3 3 (10.00%) PMI Certification
4 1 (3.33%) Computer Science Degree
4 1 (3.33%) Master's Degree
4 1 (3.33%) PhD
Quality Assurance & Compliance
1 3 (10.00%) Data Quality
2 1 (3.33%) QA
2 1 (3.33%) SLA
System Software
1 2 (6.67%) Active Directory
Vendors
1 7 (23.33%) Siemens
2 5 (16.67%) Microsoft
3 1 (3.33%) Oracle
3 1 (3.33%) Tableau