Period
to 19 August 2019

The following table provides summary statistics for permanent job vacancies advertised in Cheshire with a requirement for Hadoop skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hadoop over the 6 months to 19 August 2019 with a comparison to the same period in the previous 2 years.

Apache Hadoop
North West > Cheshire
6 months to
19 Aug 2019
Same period 2018 Same period 2017
Rank 130 130 129
Rank change year-on-year 0 -1 +10
Permanent jobs citing Hadoop 5 41 33
As % of all permanent IT jobs advertised in Cheshire 0.26% 1.42% 1.21%
As % of the Database & Business Intelligence category 0.97% 4.60% 3.63%
Number of salaries quoted 5 37 24
Cheshire median annual salary £54,000 £65,000 £55,000
Median salary % change year-on-year -16.92% +18.18% +10.00%
10th Percentile £34,500 £41,850 £42,500
90th Percentile £59,250 £77,750 £80,000
North West median annual salary £58,125 £55,000 £60,000
% change year-on-year +5.68% -8.33% +20.00%

Hadoop 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 Cheshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cheshire
Permanent vacancies with a requirement for database or business intelligence skills 515 892 910
As % of all permanent IT jobs advertised in Cheshire 26.38% 30.90% 33.39%
Number of salaries quoted 405 722 748
Cheshire median annual salary £43,500 £42,500 £40,000
Median salary % change year-on-year +2.35% +6.25% +6.67%
10th Percentile £27,500 £28,500 £27,500
90th Percentile £60,000 £65,000 £57,500
North West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

Hadoop
Job Vacancy Trend in Cheshire

Job postings citing Hadoop as a percentage of all IT jobs advertised in Cheshire.

Job vacancy trend for Hadoop in Cheshire

Hadoop
Salary Trend in Cheshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Hadoop in Cheshire.

Salary trend for Hadoop in Cheshire

Hadoop
Salary Histogram in Cheshire

The salary distribution of IT jobs citing Hadoop in Cheshire over the 6 months to 19 August 2019.

Salary histogram for Hadoop in Cheshire

Hadoop
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Cheshire region over the 6 months to 19 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
Knutsford +14 4 £54,000 -20.00%
Chester -15 1 £25,000 -61.54%
Hadoop
North West

For the 6 months to 19 August 2019, IT jobs citing Hadoop 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 Cheshire region with a requirement for Hadoop.

1 4 (80.00%) SQL
1 4 (80.00%) Finance
1 4 (80.00%) Banking
2 3 (60.00%) SQL Server Reporting Services
2 3 (60.00%) SQL Server Integration Services
2 3 (60.00%) QlikView
2 3 (60.00%) Credit Risk
2 3 (60.00%) SQL Server Analysis Services
2 3 (60.00%) Continuous Improvement
2 3 (60.00%) Data Quality
2 3 (60.00%) Teradata
2 3 (60.00%) ETL
2 3 (60.00%) SAS
2 3 (60.00%) Oracle
2 3 (60.00%) SQL Server
2 3 (60.00%) Apache Hive
3 2 (40.00%) Java
4 1 (20.00%) Degree
4 1 (20.00%) Spring MVC
4 1 (20.00%) Spring
4 1 (20.00%) MariaDB
4 1 (20.00%) Analytics
4 1 (20.00%) Software Architecture
4 1 (20.00%) Use Case
4 1 (20.00%) JDBC
4 1 (20.00%) JBoss
4 1 (20.00%) Python
4 1 (20.00%) PhD
4 1 (20.00%) J2EE
4 1 (20.00%) C#

Hadoop
Co-occurring IT Skills in Cheshire 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 (60.00%) SAS
2 1 (20.00%) Apache Spark
2 1 (20.00%) JBoss
Cloud Services
1 1 (20.00%) OpenShift
Database & Business Intelligence
1 3 (60.00%) Apache Hive
1 3 (60.00%) QlikView
1 3 (60.00%) SQL Server
1 3 (60.00%) SQL Server Analysis Services
1 3 (60.00%) SQL Server Integration Services
1 3 (60.00%) SQL Server Reporting Services
2 1 (20.00%) MariaDB
2 1 (20.00%) MongoDB
General
1 4 (80.00%) Banking
1 4 (80.00%) Finance
Job Titles
1 4 (80.00%) Developer
2 3 (60.00%) SQL Developer
2 3 (60.00%) SQL Server Developer
3 2 (40.00%) ETL Developer
3 2 (40.00%) Hadoop Developer
4 1 (20.00%) Data Engineer
4 1 (20.00%) Graduate
4 1 (20.00%) Java Developer
4 1 (20.00%) Senior Developer
4 1 (20.00%) Senior Java Developer
4 1 (20.00%) SSAS Developer
4 1 (20.00%) SSIS Developer
4 1 (20.00%) SSRS Developer
Libraries, Frameworks & Software Standards
1 1 (20.00%) J2EE
1 1 (20.00%) JDBC
1 1 (20.00%) RAML
1 1 (20.00%) REST
1 1 (20.00%) Spring
1 1 (20.00%) Spring Boot
1 1 (20.00%) Spring MVC
1 1 (20.00%) Swagger
Miscellaneous
1 3 (60.00%) Credit Risk
2 1 (20.00%) Enterprise Software
Processes & Methodologies
1 3 (60.00%) Continuous Improvement
1 3 (60.00%) ETL
2 1 (20.00%) Analytics
2 1 (20.00%) Data Science
2 1 (20.00%) DevOps
2 1 (20.00%) MVC
2 1 (20.00%) Software Architecture
2 1 (20.00%) Stakeholder Management
2 1 (20.00%) Use Case
Programming Languages
1 4 (80.00%) SQL
2 2 (40.00%) Java
3 1 (20.00%) C#
3 1 (20.00%) C++
3 1 (20.00%) Python
Qualifications
1 1 (20.00%) Degree
1 1 (20.00%) PhD
Quality Assurance & Compliance
1 3 (60.00%) Data Quality
Vendors
1 3 (60.00%) Oracle
1 3 (60.00%) Teradata
2 1 (20.00%) Red Hat