Period
to 20 August 2019

The following table provides summary statistics for permanent job vacancies advertised in Lancashire 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 20 August 2019 with a comparison to the same period in the previous 2 years.

Big Data
North West > Lancashire
6 months to
20 Aug 2019
Same period 2018 Same period 2017
Rank 92 57 86
Rank change year-on-year -35 +29 -18
Permanent jobs citing Big Data 8 21 4
As % of all permanent IT jobs advertised in Lancashire 0.78% 2.50% 0.45%
As % of the Database & Business Intelligence category 2.68% 7.14% 1.08%
Number of salaries quoted 8 18 1
Lancashire median annual salary £61,000 £30,000 £80,000
Median salary % change year-on-year +103.33% -62.50% +102.53%
North West median annual salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76% +5.00%

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 Lancashire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Lancashire
Permanent vacancies with a requirement for database or business intelligence skills 298 294 371
As % of all permanent IT jobs advertised in Lancashire 28.88% 35.04% 41.59%
Number of salaries quoted 210 270 335
Lancashire median annual salary £40,000 £35,000 £35,000
Median salary % change year-on-year +14.29% - -
10th Percentile £26,500 £27,500 £27,500
90th Percentile £61,000 £56,250 £50,000
North West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

Big Data
Job Vacancy Trend in Lancashire

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

Job vacancy trend for Big Data in Lancashire

Big Data
Salary Trend in Lancashire

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

Salary trend for Big Data in Lancashire

Big Data
Salary Histogram in Lancashire

The salary distribution of IT jobs citing Big Data in Lancashire over the 6 months to 20 August 2019.

Salary histogram for Big Data in Lancashire

Big Data
Job Locations in Lancashire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Lancashire region over the 6 months to 20 August 2019. 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
Blackpool - 6 £61,000 - 1
Chorley -11 2 £30,000 -
Big Data
North West

For the 6 months to 20 August 2019, IT jobs citing Big Data 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 Lancashire region with a requirement for Big Data.

1 6 (75.00%) PHP
1 6 (75.00%) JavaScript
1 6 (75.00%) Agile Software Development
1 6 (75.00%) AngularJS
1 6 (75.00%) Analytics
1 6 (75.00%) Mentoring
1 6 (75.00%) Coaching
2 5 (62.50%) Microservices
2 5 (62.50%) DevOps
2 5 (62.50%) Continuous Integration
2 5 (62.50%) Technical Architecture
2 5 (62.50%) Continuous Delivery
3 4 (50.00%) Ruby
3 4 (50.00%) Python
3 4 (50.00%) Perl
3 4 (50.00%) Software Architecture
3 4 (50.00%) Node.js
4 3 (37.50%) Amazon AWS
4 3 (37.50%) Enterprise Architecture
5 2 (25.00%) Mainframe
5 2 (25.00%) MVC
5 2 (25.00%) PostgreSQL
5 2 (25.00%) HTML
5 2 (25.00%) CSS
5 2 (25.00%) Oracle
5 2 (25.00%) SQL Server
5 2 (25.00%) DB2
5 2 (25.00%) Data Warehouse
5 2 (25.00%) IBM
5 2 (25.00%) Microsoft

Big Data
Co-occurring IT Skills in Lancashire 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:

Cloud Services
1 3 (37.50%) Amazon AWS
2 1 (12.50%) Google Cloud Platform
2 1 (12.50%) Microsoft Azure
Database & Business Intelligence
1 2 (25.00%) Amazon DynamoDB
1 2 (25.00%) Apache Cassandra
1 2 (25.00%) Apache Hive
1 2 (25.00%) Couchbase
1 2 (25.00%) Data Warehouse
1 2 (25.00%) DB2
1 2 (25.00%) Hadoop
1 2 (25.00%) MongoDB
1 2 (25.00%) Neo4j
1 2 (25.00%) NoSQL
1 2 (25.00%) Oracle Database
1 2 (25.00%) PostgreSQL
1 2 (25.00%) SQL Server
2 1 (12.50%) IBM InfoSphere
2 1 (12.50%) IDMS
2 1 (12.50%) RDBMS
2 1 (12.50%) Relational Database
2 1 (12.50%) SAP HANA
General
1 2 (25.00%) Public Sector
Job Titles
1 6 (75.00%) Architect
1 6 (75.00%) Technical Architect
2 4 (50.00%) Senior Architect
2 4 (50.00%) Senior Technical Architect
3 2 (25.00%) Data Architect
3 2 (25.00%) Developer
3 2 (25.00%) Lead Architect
3 2 (25.00%) PHP Developer
3 2 (25.00%) Senior Data Architect
3 2 (25.00%) Technical Leader
4 1 (12.50%) PHP Laravel Developer
4 1 (12.50%) PHP Symfony Developer
4 1 (12.50%) PHP Zend Developer
4 1 (12.50%) Senior Data Warehouse Specialist
4 1 (12.50%) Senior Technical Specialist
4 1 (12.50%) Senior Unix Technical Specialist
4 1 (12.50%) Symfony Developer
4 1 (12.50%) Technical Specialist
Libraries, Frameworks & Software Standards
1 6 (75.00%) AngularJS
2 4 (50.00%) Node.js
3 2 (25.00%) Angular 2
3 2 (25.00%) CSS
3 2 (25.00%) Doctrine
3 2 (25.00%) HTML
3 2 (25.00%) Laravel
3 2 (25.00%) Symfony
Miscellaneous
1 2 (25.00%) Greenfield Project
1 2 (25.00%) Mainframe
2 1 (12.50%) Public Cloud
Operating Systems
1 1 (12.50%) VME
Processes & Methodologies
1 6 (75.00%) Agile Software Development
1 6 (75.00%) Analytics
1 6 (75.00%) Coaching
1 6 (75.00%) Mentoring
2 5 (62.50%) Continuous Delivery
2 5 (62.50%) Continuous Integration
2 5 (62.50%) DevOps
2 5 (62.50%) Microservices
2 5 (62.50%) Technical Architecture
3 4 (50.00%) Software Architecture
4 3 (37.50%) Enterprise Architecture
5 2 (25.00%) Decision-Making
5 2 (25.00%) Digital Transformation Programme
5 2 (25.00%) MVC
5 2 (25.00%) Open Source
5 2 (25.00%) Product Roadmap
5 2 (25.00%) Technical Leadership
6 1 (12.50%) Data Modelling
6 1 (12.50%) Logical Data Model
6 1 (12.50%) Physical Data Model
Programming Languages
1 6 (75.00%) JavaScript
1 6 (75.00%) PHP
2 4 (50.00%) Perl
2 4 (50.00%) Python
2 4 (50.00%) Ruby
Vendors
1 2 (25.00%) IBM
1 2 (25.00%) Microsoft
1 2 (25.00%) Oracle
1 2 (25.00%) Zend
2 1 (12.50%) CA
2 1 (12.50%) Google
2 1 (12.50%) Hortonworks
2 1 (12.50%) Paxata
2 1 (12.50%) SAP
2 1 (12.50%) Talend