Period
to 17 November 2017

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 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Big Data
Bedfordshire > Luton
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 37 74 -
Rank change year-on-year +37 - -
Permanent jobs citing Big Data 20 3 0
As % of all permanent IT jobs advertised in Luton 5.00% 0.42% -
As % of the Database & Business Intelligence category 15.87% 1.49% -
Number of salaries quoted 2 1 0
Luton median annual salary £50,000 £43,000 -
Median salary % change year-on-year +16.28% - -
Bedfordshire median annual salary £65,000 £43,000 £30,000
% change year-on-year +51.16% +43.33% -57.14%

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

All Database and Business Intelligence Skills
Luton
Permanent vacancies with a requirement for database or business intelligence skills 126 202 150
As % of all permanent IT jobs advertised in Luton 31.50% 28.37% 24.08%
Number of salaries quoted 79 170 146
Luton median annual salary £42,500 £50,000 £45,000
Median salary % change year-on-year -15.00% +11.11% +7.14%
10th Percentile £31,250 £31,250 £34,000
90th Percentile £72,500 £62,500 £55,000
Bedfordshire median annual salary £45,000 £49,000 £46,000
% change year-on-year -8.16% +6.52% +2.22%

Big Data
Job Vacancy Trend in Luton

Job postings citing Big Data as a percentage of all IT jobs advertised in Luton.

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 6 months to 17 November 2017.

Salary histogram for Big Data in Luton

For the 6 months to 17 November 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 19 (95.00%) Hadoop
1 19 (95.00%) Apache Hive
1 19 (95.00%) Impala
2 18 (90.00%) Strategic Thinking
2 18 (90.00%) Tableau
2 18 (90.00%) Amazon AWS
2 18 (90.00%) Yield Management
2 18 (90.00%) Machine Learning
2 18 (90.00%) Analytics
2 18 (90.00%) Apache Spark
2 18 (90.00%) Foreign Exchange (FX)
2 18 (90.00%) Retail
3 12 (60.00%) Data Management
3 12 (60.00%) SQL
3 12 (60.00%) Analytical Skills
4 11 (55.00%) Personalization
4 11 (55.00%) Experimental Design
4 11 (55.00%) Numerate Degree
4 11 (55.00%) SAS
4 11 (55.00%) Web Services
4 11 (55.00%) Python
4 11 (55.00%) MATLAB
4 11 (55.00%) Econometrics
4 11 (55.00%) Statistics
4 11 (55.00%) Degree
4 11 (55.00%) JSON
4 11 (55.00%) Statistical Modelling
4 11 (55.00%) Apache Flume
4 11 (55.00%) Customer Analytics
4 11 (55.00%) Mathematics

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 18 (90.00%) Apache Spark
2 11 (55.00%) SAS
Cloud Services
1 18 (90.00%) Amazon AWS
2 7 (35.00%) Amazon EMR
2 7 (35.00%) Amazon Kinesis
Database & Business Intelligence
1 19 (95.00%) Apache Hive
1 19 (95.00%) Hadoop
1 19 (95.00%) Impala
2 7 (35.00%) Amazon Redshift
2 7 (35.00%) Redis
3 1 (5.00%) Data Lake
3 1 (5.00%) Data Mining
3 1 (5.00%) Data Warehouse
3 1 (5.00%) OLAP
3 1 (5.00%) RDBMS
3 1 (5.00%) Relational Database
3 1 (5.00%) SQL Server Analysis Services
General
1 18 (90.00%) Retail
Job Titles
1 11 (55.00%) Analytics Consultant
1 11 (55.00%) Consultant
1 11 (55.00%) Data Analytics Consultant
1 11 (55.00%) Data Consultant
1 11 (55.00%) SAS Consultant
2 7 (35.00%) Analytics Manager
2 7 (35.00%) Data Manager
2 7 (35.00%) Portfolio Manager
3 6 (30.00%) Data Analytics Manager
4 5 (25.00%) Senior Consultant
4 5 (25.00%) Senior Data Analytics Consultant
4 5 (25.00%) Senior SAS Consultant
5 2 (10.00%) Analyst
6 1 (5.00%) Business Intelligence Analyst
6 1 (5.00%) Data Analyst
6 1 (5.00%) Information Analyst
6 1 (5.00%) IT Manager
6 1 (5.00%) IT Support Analyst
6 1 (5.00%) IT Support Manager
6 1 (5.00%) Support Manager
Libraries, Frameworks & Software Standards
1 11 (55.00%) JSON
1 11 (55.00%) Web Services
2 7 (35.00%) scikit-learn
2 7 (35.00%) TensorFlow
Miscellaneous
1 18 (90.00%) Foreign Exchange (FX)
2 12 (60.00%) Analytical Skills
Processes & Methodologies
1 18 (90.00%) Analytics
1 18 (90.00%) Machine Learning
1 18 (90.00%) Strategic Thinking
1 18 (90.00%) Yield Management
2 12 (60.00%) Data Management
3 11 (55.00%) Customer Analytics
3 11 (55.00%) Data Visualisation
3 11 (55.00%) Econometrics
3 11 (55.00%) Experimental Design
3 11 (55.00%) Mathematics
3 11 (55.00%) Personalization
3 11 (55.00%) Statistical Modelling
3 11 (55.00%) Statistics
3 11 (55.00%) Visualisation
4 8 (40.00%) Business Intelligence
5 7 (35.00%) Artificial Intelligence
5 7 (35.00%) Demand Management
5 7 (35.00%) Portfolio Management
5 7 (35.00%) Predictive Analytics
5 7 (35.00%) Stakeholder Management
Programming Languages
1 12 (60.00%) SQL
2 11 (55.00%) MATLAB
2 11 (55.00%) Python
2 11 (55.00%) R
3 1 (5.00%) T-SQL
Qualifications
1 11 (55.00%) Degree
1 11 (55.00%) Numerate Degree
Quality Assurance & Compliance
1 11 (55.00%) Data Quality
System Software
1 11 (55.00%) Apache Flume
Systems Management
1 1 (5.00%) Oozie
Vendors
1 18 (90.00%) Tableau
2 7 (35.00%) Cloudera