Period
to 13 December 2019

The following table provides summary statistics for permanent job vacancies advertised in Swindon 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 13 December 2019 with a comparison to the same period in the previous 2 years.

Apache Spark
Wiltshire > Swindon
6 months to
13 Dec 2019
Same period 2018 Same period 2017
Rank 50 70 64
Rank change year-on-year +20 -6 +11
Permanent jobs citing Apache Spark 29 14 2
As % of all permanent IT jobs advertised in Swindon 4.18% 1.63% 0.29%
As % of the Application Platforms category 26.13% 12.28% 2.56%
Number of salaries quoted 29 14 2
Swindon median annual salary £61,500 £62,138 £52,500
Median salary % change year-on-year -1.03% +18.36% -
10th Percentile £42,500 £56,489 £48,750
90th Percentile £78,750 £67,787 £56,250
Wiltshire median annual salary £62,138 £62,138 £60,000
% change year-on-year - +3.56% -

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 Swindon with a requirement for application platform skills.

All Application Platform Skills
Swindon
Permanent vacancies with a requirement for application platform skills 111 114 78
As % of all permanent IT jobs advertised in Swindon 16.02% 13.30% 11.47%
Number of salaries quoted 101 111 68
Swindon median annual salary £47,500 £45,000 £40,000
Median salary % change year-on-year +5.56% +12.50% -
10th Percentile £31,250 £29,000 £29,750
90th Percentile £73,436 £67,787 £52,500
Wiltshire median annual salary £45,000 £45,000 £40,000
% change year-on-year - +12.50% +14.29%

Apache Spark
Job Vacancy Trend in Swindon

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

Job vacancy trend for Apache Spark in Swindon

Apache Spark
Salary Trend in Swindon

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

Salary trend for Apache Spark in Swindon

Apache Spark
Salary Histogram in Swindon

The salary distribution of IT jobs citing Apache Spark in Swindon over the 6 months to 13 December 2019.

Salary histogram for Apache Spark in Swindon

For the 6 months to 13 December 2019, 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 Swindon region with a requirement for Apache Spark.

1 29 (100.00%) Python
1 29 (100.00%) Hadoop
2 26 (89.66%) Big Data
2 26 (89.66%) Teradata
3 22 (75.86%) Agile Software Development
4 21 (72.41%) Data Warehouse
4 21 (72.41%) Apache Hive
4 21 (72.41%) Scala
5 20 (68.97%) ETL
5 20 (68.97%) Data Lake
6 19 (65.52%) Informatica
7 18 (62.07%) Finance
7 18 (62.07%) R
8 14 (48.28%) DevOps
9 13 (44.83%) Analytics
10 12 (41.38%) Jenkins
10 12 (41.38%) Ab Initio
10 12 (41.38%) DataStage
11 11 (37.93%) Docker
12 10 (34.48%) Analytical Skills
12 10 (34.48%) Retail
12 10 (34.48%) Open Source
12 10 (34.48%) Continuous Improvement
13 9 (31.03%) Data Engineering
13 9 (31.03%) Cucumber
14 8 (27.59%) Project Delivery
14 8 (27.59%) Team Foundation Server
14 8 (27.59%) Test Automation
14 8 (27.59%) Selenium
14 8 (27.59%) Java

Apache Spark
Co-occurring IT Skills in Swindon 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 5 (17.24%) GCP
Communications & Networking
1 2 (6.90%) Kerberos
1 2 (6.90%) SSL
Database & Business Intelligence
1 29 (100.00%) Hadoop
2 26 (89.66%) Big Data
3 21 (72.41%) Apache Hive
3 21 (72.41%) Data Warehouse
4 20 (68.97%) Data Lake
5 12 (41.38%) DataStage
6 6 (20.69%) Amazon Redshift
7 5 (17.24%) BigQuery
7 5 (17.24%) Bigtable
7 5 (17.24%) Looker
7 5 (17.24%) MySQL
7 5 (17.24%) Oracle Reports
7 5 (17.24%) Relational Database
8 3 (10.34%) HBase
9 1 (3.45%) Apache Cassandra
9 1 (3.45%) MongoDB
9 1 (3.45%) Snowflake Schema
9 1 (3.45%) SQL Server
9 1 (3.45%) Sqoop
Development Applications
1 12 (41.38%) Jenkins
2 9 (31.03%) Cucumber
3 8 (27.59%) Selenium
3 8 (27.59%) Team Foundation Server
4 5 (17.24%) HP UFT
4 5 (17.24%) JIRA
General
1 18 (62.07%) Finance
2 10 (34.48%) Retail
3 5 (17.24%) Automotive
Job Titles
1 19 (65.52%) Data Engineer
2 10 (34.48%) Senior Data Engineer
3 5 (17.24%) Automation Engineer
3 5 (17.24%) Cloud Engineer
3 5 (17.24%) DevOps Automation Engineer
3 5 (17.24%) DevOps Engineer
3 5 (17.24%) Senior Automation Engineer
3 5 (17.24%) Senior DevOps
3 5 (17.24%) Senior DevOps Engineer
4 4 (13.79%) Big Data Engineer
5 3 (10.34%) Administrator
5 3 (10.34%) Hadoop Administrator
5 3 (10.34%) Test Engineer
6 1 (3.45%) DBA
6 1 (3.45%) Teradata DBA
Libraries, Frameworks & Software Standards
1 5 (17.24%) Node.js
1 5 (17.24%) Velocity
2 2 (6.90%) Apache NiFi
3 1 (3.45%) Kafka
3 1 (3.45%) Samza
Miscellaneous
1 10 (34.48%) Analytical Skills
Operating Systems
1 3 (10.34%) Linux
2 2 (6.90%) SUSE Linux Enterprise Server
Processes & Methodologies
1 22 (75.86%) Agile Software Development
2 20 (68.97%) ETL
3 14 (48.28%) DevOps
4 13 (44.83%) Analytics
5 10 (34.48%) Continuous Improvement
5 10 (34.48%) Open Source
6 9 (31.03%) Data Engineering
7 8 (27.59%) Project Delivery
7 8 (27.59%) Test Automation
8 7 (24.14%) Scrum
8 7 (24.14%) Stakeholder Management
9 6 (20.69%) Data Strategy
9 6 (20.69%) Kanban
10 5 (17.24%) AutoML
10 5 (17.24%) Data Integration
10 5 (17.24%) Data Science
10 5 (17.24%) Data Transformation
10 5 (17.24%) Low Latency
10 5 (17.24%) User Acceptance Testing
10 5 (17.24%) Visualisation
Programming Languages
1 29 (100.00%) Python
2 21 (72.41%) Scala
3 18 (62.07%) R
4 8 (27.59%) Java
5 6 (20.69%) SQL
6 5 (17.24%) Go
7 3 (10.34%) Bash Shell
7 3 (10.34%) Perl
8 2 (6.90%) Shell Script
System Software
1 11 (37.93%) Docker
2 3 (10.34%) HDFS
3 1 (3.45%) Apache Flume
Systems Management
1 5 (17.24%) Kubernetes
2 3 (10.34%) Ambari
2 3 (10.34%) Ansible
2 3 (10.34%) Hadoop YARN
3 1 (3.45%) Chukwa
Vendors
1 26 (89.66%) Teradata
2 19 (65.52%) Informatica
3 12 (41.38%) Ab Initio
4 5 (17.24%) Google
4 5 (17.24%) Oracle
4 5 (17.24%) Tableau
5 4 (13.79%) Hortonworks
6 3 (10.34%) Netezza
7 1 (3.45%) Cloudera
7 1 (3.45%) EXASOL
7 1 (3.45%) Greenplum
7 1 (3.45%) MapR