Period
to 19 January 2021

The following table provides summary statistics for permanent job vacancies advertised in Warwickshire with a requirement for Apache Spark skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Spark over the 6 months to 19 January 2021 with a comparison to the same period in the previous 2 years.

Apache Spark
West Midlands > Warwickshire
6 months to
19 Jan 2021
Same period 2020 Same period 2019
Rank 60 76 63
Rank change year-on-year +16 -13 +38
Permanent jobs citing Apache Spark 1 4 3
As % of all permanent jobs advertised in Warwickshire 0.21% 0.50% 0.47%
As % of the Application Platforms category 3.03% 5.13% 3.95%
Number of salaries quoted 1 5 3
Median annual salary £50,000 £50,000 £42,500
Median salary % change year-on-year - +17.65% +54.55%
10th Percentile £45,000 £45,000 £35,750
90th Percentile £55,000 £67,500 £69,250
West Midlands median annual salary £62,500 £60,000 £25,000
% change year-on-year +4.17% +140.00% -41.18%

Apache Spark is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Warwickshire with a requirement for application platform skills.

All Application Platform Skills
Warwickshire
Permanent vacancies with a requirement for application platform skills 33 78 76
As % of all permanent IT jobs advertised in Warwickshire 6.80% 9.80% 11.78%
Number of salaries quoted 22 47 67
Median annual salary £36,250 £45,000 £45,000
Median salary % change year-on-year -19.44% - +36.36%
10th Percentile £19,850 £30,250 £25,750
90th Percentile £72,000 £62,500 £65,000
West Midlands median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

Apache Spark
Job Vacancy Trend in Warwickshire

Job postings citing Apache Spark as a proportion of all IT jobs advertised in Warwickshire.

Job vacancy trend for Apache Spark in Warwickshire

Apache Spark
Salary Trend in Warwickshire

3-month moving average salary quoted in jobs citing Apache Spark in Warwickshire.

Salary trend for Apache Spark in Warwickshire

Apache Spark
Job Locations in Warwickshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Spark within the Warwickshire region over the 6 months to 19 January 2021. 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
Leamington Spa +2 1 £50,000 -
Apache Spark
West Midlands

For the 6 months to 19 January 2021, IT jobs citing Apache Spark 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 Warwickshire region with a requirement for Apache Spark.

1 1 (100.00%) SQL
1 1 (100.00%) Python
1 1 (100.00%) 3G
1 1 (100.00%) Change Management
1 1 (100.00%) Wi-Fi
1 1 (100.00%) Electronics
1 1 (100.00%) Automotive
1 1 (100.00%) Risk Assessment
1 1 (100.00%) PLM
1 1 (100.00%) Agile Software Development
1 1 (100.00%) Subversion
1 1 (100.00%) PKI
1 1 (100.00%) JIRA
1 1 (100.00%) V-Model
1 1 (100.00%) Git (software)
1 1 (100.00%) Telematics
1 1 (100.00%) Hadoop
1 1 (100.00%) AWS
1 1 (100.00%) 4G
1 1 (100.00%) Big Data
1 1 (100.00%) Cybersecurity
1 1 (100.00%) ISO 26262
1 1 (100.00%) Threat Analysis
1 1 (100.00%) Threat Management
1 1 (100.00%) 5G
1 1 (100.00%) GDPR
1 1 (100.00%) Cyber Resilience
1 1 (100.00%) Systems Engineering

Apache Spark
Co-occurring IT Skills in Warwickshire 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 1 (100.00%) AWS
Communications & Networking
1 1 (100.00%) 3G
1 1 (100.00%) 4G
1 1 (100.00%) 5G
1 1 (100.00%) Wi-Fi
Database & Business Intelligence
1 1 (100.00%) Big Data
1 1 (100.00%) Hadoop
Development Applications
1 1 (100.00%) Git (software)
1 1 (100.00%) JIRA
1 1 (100.00%) Subversion
General
1 1 (100.00%) Automotive
1 1 (100.00%) Electronics
Job Titles
1 1 (100.00%) Cybersecurity Engineer
1 1 (100.00%) Security Engineer
Miscellaneous
1 1 (100.00%) PKI
Processes & Methodologies
1 1 (100.00%) Agile Software Development
1 1 (100.00%) Change Management
1 1 (100.00%) Cyber Resilience
1 1 (100.00%) Cybersecurity
1 1 (100.00%) PLM
1 1 (100.00%) Risk Assessment
1 1 (100.00%) Systems Engineering
1 1 (100.00%) Telematics
1 1 (100.00%) Threat Analysis
1 1 (100.00%) Threat Management
1 1 (100.00%) V-Model
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) SQL
Quality Assurance & Compliance
1 1 (100.00%) GDPR
1 1 (100.00%) ISO 26262