The following table provides summary statistics for permanent job vacancies advertised in Luton with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Big Data
Bedfordshire / Luton
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 23 41 57
Rank change year-on-year +18 +16  
Permanent jobs citing Big Data 17 2 3
As % of all permanent IT jobs advertised in Luton 8.06% 0.66% 0.73%
As % of the Database & Business Intelligence category 25.76% 2.53% 2.40%
Number of salaries quoted 6 2 3
Median salary £36,500 £41,500 £63,000
Median salary % change year-on-year -12.04% -34.12%  
90% offered a salary of more than £30,500 £40,300 £56,600
10% offered a salary of more than £51,250 £42,700 £72,600
UK excluding London median salary £54,000 £55,000 £50,000
% change year-on-year -1.81% +10.00%  

Big Data is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Luton with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Luton
Permanent job vacancies with a requirement for database and business intelligence skills 66 79 125
As % of all permanent IT job vacancies advertised in Luton 31.28% 26.07% 30.34%
Number of salaries quoted 28 66 122
Median salary £42,500 £50,000 £45,000
Median salary % change year-on-year -15.00% +11.11%  
90% offered a salary of more than £30,500 £37,500 £32,000
10% offered a salary of more than £56,000 £63,000 £65,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Big Data
Job Vacancy Trend in Luton

The job posting trend of jobs advertised in Luton citing Big Data as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Big Data in Luton

Big Data
Salary Trend in Luton

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

Salary trend for Big Data in Luton

Big Data
Salary Histogram in Luton

The salary distribution of IT jobs citing Big Data in Luton over the 3 months to 27 June 2017.

Salary histogram for Big Data in Luton

For the 6 months to 27 June 2017, IT jobs citing Big Data 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 Luton region with a requirement for Big Data.

1 15 (78.95%) Amazon AWS
1 15 (78.95%) Tableau
2 14 (73.68%) Analytics
2 14 (73.68%) Impala
2 14 (73.68%) Hadoop
2 14 (73.68%) Apache Hive
3 13 (68.42%) SQL
4 11 (57.89%) Business Intelligence
4 11 (57.89%) Foreign Exchange (FX)
4 11 (57.89%) Yield Management
4 11 (57.89%) Data Management
4 11 (57.89%) Degree
4 11 (57.89%) Apache Spark
4 11 (57.89%) Machine Learning
5 10 (52.63%) Statistics
5 10 (52.63%) Mathematics
5 10 (52.63%) Web Services
6 7 (36.84%) SQL Server
6 7 (36.84%) Microsoft Excel
6 7 (36.84%) SQL Server Reporting Services
7 6 (31.58%) JSON
7 6 (31.58%) Retail
7 6 (31.58%) R
7 6 (31.58%) Data Visualisation
7 6 (31.58%) Visualisation
7 6 (31.58%) MATLAB
7 6 (31.58%) Econometrics
7 6 (31.58%) SAS
7 6 (31.58%) Python
7 6 (31.58%) Statistical Modelling

Big Data
Co-occurring IT Skills in Luton 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 11 (57.89%) Apache Spark
2 6 (31.58%) SAS
Applications
1 7 (36.84%) Microsoft Excel
2 2 (10.53%) Microsoft PowerPoint
2 2 (10.53%) MS Visio
Business Applications
1 3 (15.79%) Oracle Applications
2 1 (5.26%) Dynamics AX
2 1 (5.26%) Dynamics NAV
Cloud Services
1 15 (78.95%) Amazon AWS
2 5 (26.32%) Amazon EMR
2 5 (26.32%) Amazon Kinesis
Database & Business Intelligence
1 14 (73.68%) Apache Hive
1 14 (73.68%) Hadoop
1 14 (73.68%) Impala
2 7 (36.84%) SQL Server
2 7 (36.84%) SQL Server Reporting Services
3 5 (26.32%) Amazon Redshift
3 5 (26.32%) Redis
4 4 (21.05%) BusinessObjects
4 4 (21.05%) BusinessObjects Business Intelligence
5 3 (15.79%) Data Mining
5 3 (15.79%) Data Warehouse
5 3 (15.79%) OLAP
5 3 (15.79%) Oracle OLAP
5 3 (15.79%) SQL Server 2008
5 3 (15.79%) SQL Server Analysis Services
5 3 (15.79%) SQL Server Integration Services
5 3 (15.79%) Sqoop
6 1 (5.26%) Data Lake
6 1 (5.26%) Relational Database
General
1 6 (31.58%) Retail
2 1 (5.26%) Finance
Job Titles
1 7 (36.84%) Analyst
2 6 (31.58%) Analytics Consultant
2 6 (31.58%) Consultant
2 6 (31.58%) Data Analytics Consultant
2 6 (31.58%) Data Consultant
2 6 (31.58%) SAS Consultant
3 5 (26.32%) Analytics Manager
3 5 (26.32%) Business Intelligence Analyst
3 5 (26.32%) Data Analytics Manager
3 5 (26.32%) Data Manager
3 5 (26.32%) Portfolio Manager
4 3 (15.79%) Senior Consultant
4 3 (15.79%) Senior Data Analytics Consultant
4 3 (15.79%) Senior SAS Consultant
4 3 (15.79%) SQL Analyst
5 2 (10.53%) Big Data Manager
5 2 (10.53%) Business Information Analyst
5 2 (10.53%) Business Systems Analyst
5 2 (10.53%) Information Analyst
5 2 (10.53%) Information Systems Analyst
Libraries, Frameworks & Software Standards
1 10 (52.63%) Web Services
2 6 (31.58%) JSON
3 5 (26.32%) scikit-learn
3 5 (26.32%) TensorFlow
Miscellaneous
1 11 (57.89%) Foreign Exchange (FX)
2 6 (31.58%) Analytical Skills
3 4 (21.05%) Computer Science
Processes & Methodologies
1 14 (73.68%) Analytics
2 11 (57.89%) Business Intelligence
2 11 (57.89%) Data Management
2 11 (57.89%) Machine Learning
2 11 (57.89%) Yield Management
3 10 (52.63%) Mathematics
3 10 (52.63%) Statistics
4 6 (31.58%) Customer Analytics
4 6 (31.58%) Data Visualisation
4 6 (31.58%) Econometrics
4 6 (31.58%) Experimental Design
4 6 (31.58%) Personalization
4 6 (31.58%) Statistical Modelling
4 6 (31.58%) Visualisation
5 5 (26.32%) Artificial Intelligence
5 5 (26.32%) Demand Management
5 5 (26.32%) Line Management
5 5 (26.32%) Portfolio Management
5 5 (26.32%) Predictive Analytics
5 5 (26.32%) Stakeholder Management
Programming Languages
1 13 (68.42%) SQL
2 6 (31.58%) MATLAB
2 6 (31.58%) Python
2 6 (31.58%) R
3 4 (21.05%) VBA
4 3 (15.79%) T-SQL
Qualifications
1 11 (57.89%) Degree
2 6 (31.58%) Numerate Degree
3 4 (21.05%) Computer Science Degree
Quality Assurance & Compliance
1 6 (31.58%) Data Quality
System Software
1 6 (31.58%) Apache Flume
Systems Management
1 3 (15.79%) Oozie
Vendors
1 15 (78.95%) Tableau
2 5 (26.32%) Cloudera
2 5 (26.32%) SAP
3 4 (21.05%) Microsoft
4 3 (15.79%) Oracle
5 1 (5.26%) JD Edwards
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