Period
to 10 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Nottingham with a requirement for Validation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Validation over the 6 months to 10 December 2018 with a comparison to the same period in the previous 2 years.

Validation
Nottinghamshire > Nottingham
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 84 134 128
Rank change year-on-year +50 -6 -20
Permanent jobs citing Validation 28 3 14
As % of all permanent IT jobs advertised in Nottingham 2.20% 0.16% 0.70%
As % of the Processes & Methodologies category 2.35% 0.18% 0.77%
Number of salaries quoted 27 2 5
Nottingham median annual salary £75,000 £33,250 £28,500
Median salary % change year-on-year +125.56% +16.67% -36.67%
10th Percentile £42,150 £31,325 £26,750
90th Percentile £110,000 £35,775 £44,500
Nottinghamshire median annual salary £72,500 £32,500 £61,500
% change year-on-year +123.08% -47.15% +36.67%

Validation 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 1,192 1,685 1,814
As % of all permanent IT jobs advertised in Nottingham 93.49% 91.78% 90.11%
Number of salaries quoted 946 1,475 1,490
Nottingham median annual salary £45,000 £45,000 £42,750
Median salary % change year-on-year - +5.26% +6.88%
10th Percentile £26,250 £27,500 £26,250
90th Percentile £71,875 £68,750 £69,500
Nottinghamshire median annual salary £45,000 £43,750 £42,500
% change year-on-year +2.86% +2.94% +6.25%

Validation
Job Vacancy Trend in Nottingham

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

Job vacancy trend for Validation in Nottingham

Validation
Salary Trend in Nottingham

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

Salary trend for Validation in Nottingham

Validation
Salary Histogram in Nottingham

The salary distribution of IT jobs citing Validation in Nottingham over the 6 months to 10 December 2018.

Salary histogram for Validation in Nottingham

For the 6 months to 10 December 2018, IT jobs citing Validation also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Nottingham region with a requirement for Validation.

1 23 (82.14%) Problem-Solving
2 21 (75.00%) Agile Software Development
3 18 (64.29%) Technical Leadership
4 15 (53.57%) HBase
4 15 (53.57%) Big Data
4 15 (53.57%) Performance Tuning
4 15 (53.57%) Apache Spark
4 15 (53.57%) Computer Science Degree
4 15 (53.57%) Software Engineering
4 15 (53.57%) Degree
4 15 (53.57%) Computer Science
4 15 (53.57%) C++
4 15 (53.57%) Java
5 14 (50.00%) Microsoft Azure
5 14 (50.00%) Amazon AWS
6 11 (39.29%) SQL
7 9 (32.14%) Web Services
7 9 (32.14%) Hadoop
7 9 (32.14%) Google
7 9 (32.14%) Finance
7 9 (32.14%) Flink
7 9 (32.14%) Google Cloud Platform
7 9 (32.14%) Public Cloud
7 9 (32.14%) Analytics
7 9 (32.14%) Elasticsearch
7 9 (32.14%) Open Source
8 6 (21.43%) Apache Hive
8 6 (21.43%) MapReduce
8 6 (21.43%) HDFS
8 6 (21.43%) Impala

Validation
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 15 (53.57%) Apache Spark
2 9 (32.14%) Elasticsearch
Business Applications
1 3 (10.71%) SAP ERP
1 3 (10.71%) SAP MDG
Cloud Services
1 14 (50.00%) Amazon AWS
1 14 (50.00%) Microsoft Azure
2 9 (32.14%) Google Cloud Platform
3 1 (3.57%) Salesforce Sales Cloud
Database & Business Intelligence
1 15 (53.57%) Big Data
1 15 (53.57%) HBase
2 9 (32.14%) Flink
2 9 (32.14%) Hadoop
3 6 (21.43%) Apache Hive
3 6 (21.43%) Impala
4 5 (17.86%) MySQL
Development Applications
1 1 (3.57%) ClearQuest
1 1 (3.57%) Git (software)
1 1 (3.57%) JIRA
1 1 (3.57%) VSS/SourceSafe
General
1 9 (32.14%) Finance
2 3 (10.71%) Retail
Job Titles
1 11 (39.29%) Developer
2 10 (35.71%) Senior Developer
3 9 (32.14%) Big Data Engineer
3 9 (32.14%) Java Engineer
4 6 (21.43%) Big Data Developer
4 6 (21.43%) Java Developer
5 5 (17.86%) C# Developer
5 5 (17.86%) Data Engineer
5 5 (17.86%) Hadoop Engineer
5 5 (17.86%) JavaScript Developer
5 5 (17.86%) Senior Big Data Developer
5 5 (17.86%) Senior C# Developer
5 5 (17.86%) Senior Java Developer
5 5 (17.86%) Senior JavaScript Developer
5 5 (17.86%) Senior UI Developer
5 5 (17.86%) UI Developer
6 4 (14.29%) Big Data Software Engineer
6 4 (14.29%) Senior Java Engineer
6 4 (14.29%) Senior Java Software Engineer
6 4 (14.29%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 9 (32.14%) Web Services
2 5 (17.86%) CSS
2 5 (17.86%) HTML
2 5 (17.86%) HTML5
2 5 (17.86%) jQuery
3 1 (3.57%) Visualforce
Miscellaneous
1 9 (32.14%) Public Cloud
2 3 (10.71%) Self-Motivation
Processes & Methodologies
1 23 (82.14%) Problem-Solving
2 21 (75.00%) Agile Software Development
3 18 (64.29%) Technical Leadership
4 15 (53.57%) Computer Science
4 15 (53.57%) Performance Tuning
4 15 (53.57%) Software Engineering
5 9 (32.14%) Analytics
5 9 (32.14%) Open Source
6 6 (21.43%) MapReduce
7 5 (17.86%) Cross-Browser Compatibility
8 3 (10.71%) Enterprise Architecture
8 3 (10.71%) Knowledge Management
8 3 (10.71%) Line Management
8 3 (10.71%) Logistics
8 3 (10.71%) Mentoring
8 3 (10.71%) Process Improvement
8 3 (10.71%) SDLC
8 3 (10.71%) Software Delivery
8 3 (10.71%) Technical Debt
8 3 (10.71%) Waterfall
Programming Languages
1 15 (53.57%) C++
1 15 (53.57%) Java
2 11 (39.29%) SQL
3 5 (17.86%) C#
3 5 (17.86%) JavaScript
4 1 (3.57%) Apex Code
Qualifications
1 15 (53.57%) Computer Science Degree
1 15 (53.57%) Degree
Quality Assurance & Compliance
1 3 (10.71%) QA
2 1 (3.57%) 21 CFR Part 11
2 1 (3.57%) ISO 9001
System Software
1 6 (21.43%) HDFS
Vendors
1 9 (32.14%) Google
2 5 (17.86%) Microsoft
3 3 (10.71%) Ariba
3 3 (10.71%) SAP
4 1 (3.57%) Salesforce.com