Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Bedfordshire 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 21 November 2017 with a comparison to the same period in the previous 2 years.

Big Data
East of England > Bedfordshire
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 71 117 -
Rank change year-on-year +46 - +146
Permanent jobs citing Big Data 24 3 0
As % of all permanent IT jobs advertised in Bedfordshire 2.17% 0.19% -
As % of the Database & Business Intelligence category 8.60% 0.72% -
Number of salaries quoted 5 1 0
Bedfordshire median annual salary £70,000 £43,000 -
Median salary % change year-on-year +62.79% - -
East of England median annual salary £52,500 £55,000 £49,500
% change year-on-year -4.55% +11.11% +10.00%

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 Bedfordshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Bedfordshire
Permanent vacancies with a requirement for database or business intelligence skills 279 414 501
As % of all permanent IT jobs advertised in Bedfordshire 25.23% 25.78% 25.55%
Number of salaries quoted 220 365 452
Bedfordshire median annual salary £45,000 £49,000 £46,000
Median salary % change year-on-year -8.16% +6.52% +2.22%
10th Percentile £31,250 £32,500 £32,500
90th Percentile £70,250 £62,500 £60,000
East of England median annual salary £45,000 £45,000 £45,000

Big Data
Job Vacancy Trend in Bedfordshire

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

Job vacancy trend for Big Data in Bedfordshire

Big Data
Salary Trend in Bedfordshire

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

Salary trend for Big Data in Bedfordshire

Big Data
Salary Histogram in Bedfordshire

The salary distribution of IT jobs citing Big Data in Bedfordshire over the 6 months to 21 November 2017.

Salary histogram for Big Data in Bedfordshire

Big Data
Job Locations in Bedfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Bedfordshire region over the 6 months to 21 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
Luton +33 21 £50,000 +16.28% 1
Big Data
East of England

For the 6 months to 21 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 Bedfordshire region with a requirement for Big Data.

1 20 (83.33%) Hadoop
2 19 (79.17%) Amazon AWS
2 19 (79.17%) Apache Hive
2 19 (79.17%) Analytics
2 19 (79.17%) Impala
2 19 (79.17%) Apache Spark
3 18 (75.00%) Tableau
3 18 (75.00%) Machine Learning
3 18 (75.00%) Strategic Thinking
3 18 (75.00%) Yield Management
3 18 (75.00%) Retail
3 18 (75.00%) Foreign Exchange (FX)
4 13 (54.17%) SQL
4 13 (54.17%) Data Management
4 13 (54.17%) Analytical Skills
5 12 (50.00%) Visualisation
6 11 (45.83%) Statistics
6 11 (45.83%) Degree
6 11 (45.83%) JSON
6 11 (45.83%) Mathematics
6 11 (45.83%) Web Services
6 11 (45.83%) Python
6 11 (45.83%) SAS
6 11 (45.83%) MATLAB
6 11 (45.83%) Econometrics
6 11 (45.83%) Experimental Design
6 11 (45.83%) Personalization
6 11 (45.83%) Numerate Degree
6 11 (45.83%) Statistical Modelling
6 11 (45.83%) Data Quality

Big Data
Co-occurring IT Skills in Bedfordshire 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 19 (79.17%) Apache Spark
2 11 (45.83%) SAS
Cloud Services
1 19 (79.17%) Amazon AWS
2 7 (29.17%) Amazon EMR
2 7 (29.17%) Amazon Kinesis
3 1 (4.17%) IaaS
3 1 (4.17%) Microsoft Azure
3 1 (4.17%) PaaS
3 1 (4.17%) SaaS
Communications & Networking
1 2 (8.33%) Network Security
2 1 (4.17%) LAN
2 1 (4.17%) WAN
Database & Business Intelligence
1 20 (83.33%) Hadoop
2 19 (79.17%) Apache Hive
2 19 (79.17%) Impala
3 7 (29.17%) Amazon Redshift
3 7 (29.17%) Redis
4 2 (8.33%) Data Warehouse
5 1 (4.17%) Azure SQL Database
5 1 (4.17%) Data Lake
5 1 (4.17%) Data Mining
5 1 (4.17%) OLAP
5 1 (4.17%) RDBMS
5 1 (4.17%) Relational Database
5 1 (4.17%) SQL Server
5 1 (4.17%) SQL Server Analysis Services
5 1 (4.17%) SQL Server Integration Services
General
1 18 (75.00%) Retail
2 2 (8.33%) Legal
Job Titles
1 11 (45.83%) Analytics Consultant
1 11 (45.83%) Consultant
1 11 (45.83%) Data Analytics Consultant
1 11 (45.83%) Data Consultant
1 11 (45.83%) SAS Consultant
2 7 (29.17%) Analytics Manager
2 7 (29.17%) Data Manager
2 7 (29.17%) Portfolio Manager
3 6 (25.00%) Data Analytics Manager
4 5 (20.83%) Senior Consultant
4 5 (20.83%) Senior Data Analytics Consultant
4 5 (20.83%) Senior SAS Consultant
5 3 (12.50%) Architect
6 2 (8.33%) Analyst
6 2 (8.33%) Enterprise Architect
6 2 (8.33%) Enterprise Information Architect
6 2 (8.33%) Enterprise Security Architect
6 2 (8.33%) Information Architect
6 2 (8.33%) Information Security Architect
6 2 (8.33%) Security Architect
Libraries, Frameworks & Software Standards
1 11 (45.83%) JSON
1 11 (45.83%) Web Services
2 7 (29.17%) scikit-learn
2 7 (29.17%) TensorFlow
Miscellaneous
1 18 (75.00%) Foreign Exchange (FX)
2 13 (54.17%) Analytical Skills
3 2 (8.33%) Management Information System
4 1 (4.17%) Data Centre
4 1 (4.17%) Public Cloud
Processes & Methodologies
1 19 (79.17%) Analytics
2 18 (75.00%) Machine Learning
2 18 (75.00%) Strategic Thinking
2 18 (75.00%) Yield Management
3 13 (54.17%) Data Management
4 12 (50.00%) Visualisation
5 11 (45.83%) Customer Analytics
5 11 (45.83%) Data Visualisation
5 11 (45.83%) Econometrics
5 11 (45.83%) Experimental Design
5 11 (45.83%) Mathematics
5 11 (45.83%) Personalization
5 11 (45.83%) Statistical Modelling
5 11 (45.83%) Statistics
6 9 (37.50%) Business Intelligence
7 8 (33.33%) Stakeholder Management
8 7 (29.17%) Artificial Intelligence
8 7 (29.17%) Demand Management
8 7 (29.17%) Portfolio Management
8 7 (29.17%) Predictive Analytics
Programming Languages
1 13 (54.17%) SQL
2 11 (45.83%) MATLAB
2 11 (45.83%) Python
2 11 (45.83%) R
3 1 (4.17%) T-SQL
Qualifications
1 11 (45.83%) Degree
1 11 (45.83%) Numerate Degree
Quality Assurance & Compliance
1 11 (45.83%) Data Quality
System Software
1 11 (45.83%) Apache Flume
Systems Management
1 1 (4.17%) Oozie
Vendors
1 18 (75.00%) Tableau
2 7 (29.17%) Cloudera
3 2 (8.33%) Microsoft
4 1 (4.17%) Alibaba
4 1 (4.17%) Google
4 1 (4.17%) IBM