Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Nottinghamshire 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 22 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
East Midlands > Nottinghamshire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 113 115 92
Rank change year-on-year +2 -23 +14
Permanent jobs citing Data Analysis 30 41 71
As % of all permanent IT jobs advertised in Nottinghamshire 1.46% 1.75% 2.71%
As % of the Processes & Methodologies category 1.62% 1.98% 3.03%
Number of salaries quoted 20 31 24
Nottinghamshire median annual salary £42,500 £40,000 £33,500
Median salary % change year-on-year +6.25% +19.40% -4.29%
10th Percentile £27,400 £27,500 £26,250
90th Percentile £91,250 £65,000 £60,000
East Midlands median annual salary £35,000 £35,625 £37,500
% change year-on-year -1.75% -5.00% -6.25%

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 Nottinghamshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Nottinghamshire
Permanent vacancies with a requirement for process or methodology skills 1852 2068 2345
As % of all permanent IT jobs advertised in Nottinghamshire 89.90% 88.41% 89.50%
Number of salaries quoted 1616 1699 1747
Nottinghamshire median annual salary £44,500 £42,500 £40,000
Median salary % change year-on-year +4.71% +6.25% +3.90%
10th Percentile £27,500 £26,530 £25,000
90th Percentile £68,750 £67,500 £63,750
East Midlands median annual salary £40,000 £42,000 £40,000
% change year-on-year -4.76% +5.00% -

Data Analysis
Job Vacancy Trend in Nottinghamshire

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

Job vacancy trend for Data Analysis in Nottinghamshire

Data Analysis
Salary Trend in Nottinghamshire

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

Salary trend for Data Analysis in Nottinghamshire

Data Analysis
Salary Histogram in Nottinghamshire

The salary distribution of IT jobs citing Data Analysis in Nottinghamshire over the 6 months to 22 November 2017.

Salary histogram for Data Analysis in Nottinghamshire

Data Analysis
Job Locations in Nottinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the Nottinghamshire region over the 6 months to 22 November 2017. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Nottingham -3 29 £45,000 - 3
Data Analysis
East Midlands

For the 6 months to 22 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 Nottinghamshire region with a requirement for Data Analysis.

1 17 (56.67%) Stakeholder Management
1 17 (56.67%) Analytical Skills
2 15 (50.00%) Change Management
3 14 (46.67%) Finance
4 13 (43.33%) SQL
5 11 (36.67%) Microsoft Excel
5 11 (36.67%) Analytics
6 10 (33.33%) Process Improvement
7 9 (30.00%) Degree
7 9 (30.00%) Business Analysis
8 8 (26.67%) Agile Software Development
8 8 (26.67%) Use Case
9 7 (23.33%) Time Management
9 7 (23.33%) Smart Meter
9 7 (23.33%) Requirements Engineering
9 7 (23.33%) Billing
9 7 (23.33%) Data Management
9 7 (23.33%) Systems Analysis
9 7 (23.33%) Siemens
9 7 (23.33%) Line Management
10 6 (20.00%) Project Management
10 6 (20.00%) Microsoft
11 5 (16.67%) C#
11 5 (16.67%) RUP
11 5 (16.67%) DSDM
11 5 (16.67%) Microsoft PowerPoint
11 5 (16.67%) Scrum
11 5 (16.67%) Continuous Improvement
11 5 (16.67%) Software Delivery
12 4 (13.33%) Operational Acceptance Testing

Data Analysis
Co-occurring IT Skills in Nottinghamshire 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 2 (6.67%) Apache Spark
2 1 (3.33%) Elasticsearch
Applications
1 11 (36.67%) Microsoft Excel
2 5 (16.67%) Microsoft PowerPoint
3 1 (3.33%) Spreadsheet
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%) Big Data
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%) Hadoop
2 2 (6.67%) MongoDB
2 2 (6.67%) SQL Server
3 1 (3.33%) Apache Hive
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 14 (46.67%) Finance
2 7 (23.33%) Billing
3 2 (6.67%) General Ledger
4 1 (3.33%) Retail
Job Titles
1 24 (80.00%) Analyst
2 11 (36.67%) Business Analyst
3 4 (13.33%) Data Analyst
3 4 (13.33%) Systems 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%) Big Data Analyst
6 1 (3.33%) Data Business Analyst
6 1 (3.33%) Data Scientist
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 17 (56.67%) Analytical Skills
2 7 (23.33%) Smart Meter
3 4 (13.33%) Enterprise Software
4 3 (10.00%) Computer Science
4 3 (10.00%) PMI
5 2 (6.67%) Data Structures
6 1 (3.33%) Algorithms
Operating Systems
1 1 (3.33%) Unix
1 1 (3.33%) Windows
Processes & Methodologies
1 17 (56.67%) Stakeholder Management
2 15 (50.00%) Change Management
3 11 (36.67%) Analytics
4 10 (33.33%) Process Improvement
5 9 (30.00%) Business Analysis
6 8 (26.67%) Agile Software Development
6 8 (26.67%) Use Case
7 7 (23.33%) Data Management
7 7 (23.33%) Line Management
7 7 (23.33%) Requirements Engineering
7 7 (23.33%) Systems Analysis
7 7 (23.33%) Time Management
8 6 (20.00%) Project Management
9 5 (16.67%) Continuous Improvement
9 5 (16.67%) DSDM
9 5 (16.67%) RUP
9 5 (16.67%) Scrum
9 5 (16.67%) Software Delivery
10 4 (13.33%) Operational Acceptance Testing
10 4 (13.33%) SDLC
Programming Languages
1 13 (43.33%) SQL
2 5 (16.67%) C#
3 2 (6.67%) C
3 2 (6.67%) C++
3 2 (6.67%) PowerShell
3 2 (6.67%) Python
3 2 (6.67%) R
4 1 (3.33%) Java
4 1 (3.33%) JavaScript
Qualifications
1 9 (30.00%) Degree
2 4 (13.33%) ISEB
3 3 (10.00%) PMI Certification
4 2 (6.67%) Master's Degree
5 1 (3.33%) Computer Science Degree
5 1 (3.33%) Numerate Degree
5 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 6 (20.00%) Microsoft
3 2 (6.67%) Tableau
4 1 (3.33%) Oracle