Period
to 18 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Somerset 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 18 July 2018 with a comparison to the same period in the previous 2 years.

Apache Spark
South West > Somerset
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 89 112 114
Rank change year-on-year +23 +2 -13
Permanent jobs citing Apache Spark 6 9 2
As % of all permanent IT jobs advertised in Somerset 0.62% 0.66% 0.15%
As % of the Application Platforms category 3.45% 4.05% 0.69%
Number of salaries quoted 5 7 3
Somerset median annual salary £35,000 £40,000 £80,000
Median salary % change year-on-year -12.50% -50.00% +166.67%
South West median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -44.44%

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 Somerset with a requirement for application platform skills.

All Application Platform Skills
Somerset
Permanent vacancies with a requirement for application platform skills 174 222 291
As % of all permanent IT jobs advertised in Somerset 17.90% 16.40% 22.25%
Number of salaries quoted 143 158 251
Somerset median annual salary £39,931 £37,500 £40,000
Median salary % change year-on-year +6.48% -6.25% +14.29%
10th Percentile £27,000 £26,250 £25,750
90th Percentile £52,500 £51,250 £67,500
South West median annual salary £40,632 £40,000 £37,500
% change year-on-year +1.58% +6.67% -

Apache Spark
Job Vacancy Trend in Somerset

Job postings citing Apache Spark as a percentage of all IT jobs advertised in Somerset.

Job vacancy trend for Apache Spark in Somerset

Apache Spark
Salary Trend in Somerset

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Spark in Somerset.

Salary trend for Apache Spark in Somerset

Apache Spark
Salary Histogram in Somerset

The salary distribution of IT jobs citing Apache Spark in Somerset over the 6 months to 18 July 2018.

Salary histogram for Apache Spark in Somerset

Apache Spark
Job Locations in Somerset

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Spark within the Somerset region over the 6 months to 18 July 2018. 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
Taunton +13 3 £33,750 -
Street - 2 £82,500 -
Bath +18 1 £35,000 -12.50%
Apache Spark
South West

For the 6 months to 18 July 2018, 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 Somerset region with a requirement for Apache Spark.

1 5 (83.33%) Agile Software Development
2 4 (66.67%) Git (software)
2 4 (66.67%) Hadoop
3 3 (50.00%) HBase
3 3 (50.00%) Network Security
3 3 (50.00%) Firewall
3 3 (50.00%) SQL
3 3 (50.00%) Linux
3 3 (50.00%) LDAP
3 3 (50.00%) Kerberos
3 3 (50.00%) Microsoft
3 3 (50.00%) Docker
3 3 (50.00%) HDFS
3 3 (50.00%) Apache Hive
3 3 (50.00%) Hyper-V
4 2 (33.33%) Decision-Making
4 2 (33.33%) Jenkins
4 2 (33.33%) Amazon Redshift
4 2 (33.33%) Ansible
4 2 (33.33%) Line Management
4 2 (33.33%) Amazon Kinesis
4 2 (33.33%) Continuous Delivery
4 2 (33.33%) TDD
4 2 (33.33%) Scala
4 2 (33.33%) QA
4 2 (33.33%) Continuous Integration
4 2 (33.33%) Red Hat Spacewalk
4 2 (33.33%) Big Data
4 2 (33.33%) Amazon AWS
4 2 (33.33%) BDD

Apache Spark
Co-occurring IT Skills in Somerset 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 2 (33.33%) Amazon AWS
1 2 (33.33%) Amazon Kinesis
Communications & Networking
1 3 (50.00%) Firewall
1 3 (50.00%) Kerberos
1 3 (50.00%) Network Security
Database & Business Intelligence
1 4 (66.67%) Hadoop
2 3 (50.00%) Apache Hive
2 3 (50.00%) HBase
3 2 (33.33%) Amazon Redshift
3 2 (33.33%) Big Data
4 1 (16.67%) Power BI
4 1 (16.67%) SQL Server
4 1 (16.67%) SQL Server 2012
4 1 (16.67%) SQL Server Analysis Services
4 1 (16.67%) SQL Server Integration Services
4 1 (16.67%) SQL Server Reporting Services
Development Applications
1 4 (66.67%) Git (software)
2 2 (33.33%) Jenkins
Job Titles
1 3 (50.00%) Administrator
1 3 (50.00%) Linux Administrator
1 3 (50.00%) Linux Systems Administrator
1 3 (50.00%) Systems Administrator
2 2 (33.33%) Linux Engineer
2 2 (33.33%) Linux Systems Engineer
2 2 (33.33%) Systems Engineer
3 1 (16.67%) Analyst
3 1 (16.67%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 3 (50.00%) LDAP
Operating Systems
1 3 (50.00%) Linux
Processes & Methodologies
1 5 (83.33%) Agile Software Development
2 2 (33.33%) BDD
2 2 (33.33%) Continuous Delivery
2 2 (33.33%) Continuous Integration
2 2 (33.33%) Decision-Making
2 2 (33.33%) Line Management
2 2 (33.33%) TDD
3 1 (16.67%) Analytics
3 1 (16.67%) Business Analytics
3 1 (16.67%) Business Intelligence
3 1 (16.67%) Data Science
3 1 (16.67%) Visualisation
Programming Languages
1 3 (50.00%) SQL
2 2 (33.33%) Scala
3 1 (16.67%) T-SQL
Qualifications
1 1 (16.67%) SC Cleared
1 1 (16.67%) Security Cleared
Quality Assurance & Compliance
1 2 (33.33%) QA
System Software
1 3 (50.00%) Docker
1 3 (50.00%) HDFS
1 3 (50.00%) Hyper-V
Systems Management
1 2 (33.33%) Ansible
1 2 (33.33%) Red Hat Spacewalk
Vendors
1 3 (50.00%) Microsoft
2 1 (16.67%) Cognos
2 1 (16.67%) Tableau