Period
to 21 November 2017

The following table provides summary statistics for contract job vacancies advertised in Birmingham with a requirement for NoSQL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited NoSQL over the 6 months to 21 November 2017 with a comparison to the same period in 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.

NoSQL
West Midlands > Birmingham
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 83 104 74
Rank change year-on-year +21 -30 +9
Contract jobs citing NoSQL 16 2 11
As % of all contract IT jobs advertised in Birmingham 1.01% 0.13% 0.81%
As % of the Database & Business Intelligence category 5.44% 0.62% 4.40%
Number of daily rates quoted 16 1 16
Birmingham median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% -6.25%
10th Percentile £225 £375 £363
90th Percentile £488 £425 £400
West Midlands median daily rate £400 £473 £390
% change year-on-year -15.48% +21.35% +2.30%
Number of hourly rates quoted 0 0 0
Birmingham median hourly rate - - -
West Midlands median hourly rate - - -

NoSQL is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Birmingham with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Birmingham
Contract vacancies with a requirement for database or business intelligence skills 294 324 250
As % of all contract IT jobs advertised in Birmingham 18.57% 21.40% 18.36%
Number of daily rates quoted 207 206 153
Birmingham median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +7.14%
10th Percentile £263 £278 £224
90th Percentile £500 £525 £520
West Midlands median daily rate £400 £389 £375
% change year-on-year +2.89% +3.67% +11.94%
Number of hourly rates quoted 1 3 5
Birmingham median hourly rate £35.00 £18.39 £18.00
Median hourly rate % change year-on-year +90.32% +2.17% +38.46%
West Midlands median hourly rate £31.31 £17.75 £20.00
% change year-on-year +76.39% -11.25% +14.29%

NoSQL
Job Vacancy Trend in Birmingham

Job postings citing NoSQL as a percentage of all IT jobs advertised in Birmingham.

Job vacancy trend for NoSQL in Birmingham

NoSQL
Contractor Daily Rate Trend in Birmingham

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing NoSQL in Birmingham.

Contractor daily rate trend for NoSQL in Birmingham

NoSQL
Contractor Daily Rate Histogram in Birmingham

The daily rate distribution of IT jobs citing NoSQL in Birmingham over the 6 months to 21 November 2017.

Contractor daily rate histogram for NoSQL in Birmingham

For the 6 months to 21 November 2017, IT contractor jobs citing NoSQL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Birmingham region with a requirement for NoSQL.

1 15 (93.75%) SQL
2 14 (87.50%) Python
2 14 (87.50%) R
3 11 (68.75%) Analytics
3 11 (68.75%) Data Visualisation
3 11 (68.75%) Tableau
3 11 (68.75%) D3.js
3 11 (68.75%) Power BI
3 11 (68.75%) Business Intelligence
3 11 (68.75%) Spotfire
3 11 (68.75%) QlikView
3 11 (68.75%) Scala
3 11 (68.75%) Visualisation
4 10 (62.50%) Mathematics
4 10 (62.50%) Information Security
4 10 (62.50%) GraphQL
5 8 (50.00%) Degree
5 8 (50.00%) Computer Science
6 7 (43.75%) Algorithms
7 6 (37.50%) Data Quality
7 6 (37.50%) Analytical Skills
7 6 (37.50%) Stakeholder Management
7 6 (37.50%) Data Management
8 5 (31.25%) Machine Learning
9 4 (25.00%) MongoDB
9 4 (25.00%) Computer Science Degree
9 4 (25.00%) Natural Language Processing
9 4 (25.00%) C#
9 4 (25.00%) Java
9 4 (25.00%) Physics

NoSQL
Co-occurring IT Skills in Birmingham 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 3 (18.75%) Apache Spark
Cloud Services
1 1 (6.25%) npm
1 1 (6.25%) SaaS
Database & Business Intelligence
1 11 (68.75%) Power BI
1 11 (68.75%) QlikView
1 11 (68.75%) Spotfire
2 4 (25.00%) MongoDB
3 3 (18.75%) Apache Cassandra
Job Titles
1 14 (87.50%) Data Scientist
2 5 (31.25%) Developer
3 3 (18.75%) Python Developer
3 3 (18.75%) R Developer
4 1 (6.25%) Analyst
4 1 (6.25%) Analyst Developer
4 1 (6.25%) Analytics Developer
4 1 (6.25%) Data Analyst
4 1 (6.25%) Data Analytics Analyst
4 1 (6.25%) Data Visualisation Analyst
4 1 (6.25%) Data Visualisation Developer
4 1 (6.25%) Front End Developer (Client-Side Developer)
4 1 (6.25%) Machine Learning Scientist
4 1 (6.25%) SQL Analyst
4 1 (6.25%) SQL Data Analyst
4 1 (6.25%) SQL Developer
4 1 (6.25%) UI Developer
Libraries, Frameworks & Software Standards
1 11 (68.75%) D3.js
2 4 (25.00%) Natural Language Processing
3 1 (6.25%) Angular 2
3 1 (6.25%) AngularJS
3 1 (6.25%) Node.js
Miscellaneous
1 8 (50.00%) Computer Science
2 7 (43.75%) Algorithms
3 6 (37.50%) Analytical Skills
Processes & Methodologies
1 11 (68.75%) Analytics
1 11 (68.75%) Business Intelligence
1 11 (68.75%) Data Visualisation
1 11 (68.75%) Visualisation
2 10 (62.50%) Information Security
2 10 (62.50%) Mathematics
3 6 (37.50%) Data Management
3 6 (37.50%) Stakeholder Management
4 5 (31.25%) Machine Learning
5 4 (25.00%) Data Cleansing
5 4 (25.00%) Data Extraction
5 4 (25.00%) Open Source
5 4 (25.00%) Physics
6 3 (18.75%) Cluster Analysis
6 3 (18.75%) Data Modelling
6 3 (18.75%) Neural Network
6 3 (18.75%) Stochastic Modelling
7 1 (6.25%) Data Analysis
7 1 (6.25%) Data Analytics
7 1 (6.25%) Data Protection
Programming Languages
1 15 (93.75%) SQL
2 14 (87.50%) Python
2 14 (87.50%) R
3 11 (68.75%) Scala
4 10 (62.50%) GraphQL
5 4 (25.00%) C#
5 4 (25.00%) Java
6 3 (18.75%) Ruby
6 3 (18.75%) VB
7 1 (6.25%) ES6
7 1 (6.25%) JavaScript
7 1 (6.25%) TypeScript
Qualifications
1 8 (50.00%) Degree
2 4 (25.00%) Computer Science Degree
Quality Assurance & Compliance
1 6 (37.50%) Data Quality
Vendors
1 11 (68.75%) Tableau