Period
to 16 November 2019

The following table provides summary statistics for permanent job vacancies advertised in Surrey 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 16 November 2019 with a comparison to the same period in the previous 2 years.

Apache Spark
South East > Surrey
6 months to
16 Nov 2019
Same period 2018 Same period 2017
Rank 183 180 242
Rank change year-on-year -3 +62 -3
Permanent jobs citing Apache Spark 18 56 23
As % of all permanent IT jobs advertised in Surrey 0.46% 1.12% 0.37%
As % of the Application Platforms category 3.04% 6.50% 1.98%
Number of salaries quoted 17 51 23
Surrey median annual salary £77,500 £52,500 £50,000
Median salary % change year-on-year +47.62% +5.00% -28.57%
10th Percentile £33,250 £47,500 £27,500
90th Percentile £90,000 £80,250 £76,500
South East median annual salary £60,000 £60,000 £60,000

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 Surrey with a requirement for application platform skills.

All Application Platform Skills
Surrey
Permanent vacancies with a requirement for application platform skills 593 862 1,162
As % of all permanent IT jobs advertised in Surrey 15.32% 17.16% 18.72%
Number of salaries quoted 488 747 937
Surrey median annual salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.56% -3.74%
10th Percentile £24,750 £26,250 £26,250
90th Percentile £77,500 £68,750 £65,000
South East median annual salary £47,500 £45,500 £42,500
% change year-on-year +4.40% +7.06% -5.56%

Apache Spark
Job Vacancy Trend in Surrey

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

Job vacancy trend for Apache Spark in Surrey

Apache Spark
Salary Trend in Surrey

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

Salary trend for Apache Spark in Surrey

Apache Spark
Salary Histogram in Surrey

The salary distribution of IT jobs citing Apache Spark in Surrey over the 6 months to 16 November 2019.

Salary histogram for Apache Spark in Surrey

Apache Spark
Job Locations in Surrey

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Spark within the Surrey region over the 6 months to 16 November 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
Reigate - 3 £77,500 -
Redhill - 2 £65,000 -
Guildford +3 1 £37,500 -42.31% 1
Woking -22 1 £35,000 -6.67%
Apache Spark
South East

For the 6 months to 16 November 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 Surrey region with a requirement for Apache Spark.

1 14 (77.78%) AWS
1 14 (77.78%) Analytics
2 13 (72.22%) Big Data
3 10 (55.56%) Finance
3 10 (55.56%) Agile Software Development
4 9 (50.00%) Scrum
5 8 (44.44%) Hadoop
5 8 (44.44%) SQL
5 8 (44.44%) Apache
5 8 (44.44%) Python
5 8 (44.44%) Data Analytics
6 7 (38.89%) HBase
6 7 (38.89%) Hadoop YARN
6 7 (38.89%) Java
6 7 (38.89%) Data Integration
7 6 (33.33%) MVC
7 6 (33.33%) Telecoms
7 6 (33.33%) Stakeholder Management
7 6 (33.33%) J2EE
7 6 (33.33%) Data Warehouse
7 6 (33.33%) SOA
7 6 (33.33%) Microservices
7 6 (33.33%) Apache Hive
7 6 (33.33%) Predictive Modelling
7 6 (33.33%) Amazon EC2
7 6 (33.33%) DevOps
7 6 (33.33%) Mentoring
7 6 (33.33%) Enterprise Software
8 5 (27.78%) Deep Learning
8 5 (27.78%) TensorFlow

Apache Spark
Co-occurring IT Skills in Surrey 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 8 (44.44%) Apache
2 1 (5.56%) Cloud Foundry
2 1 (5.56%) Confluence
2 1 (5.56%) JBoss
2 1 (5.56%) SAS
Applications
1 1 (5.56%) Microsoft Excel
1 1 (5.56%) Microsoft Office
1 1 (5.56%) Microsoft PowerPoint
1 1 (5.56%) MS Visio
Cloud Services
1 14 (77.78%) AWS
2 6 (33.33%) Amazon EC2
3 4 (22.22%) Azure
4 2 (11.11%) Azure Machine Learning
4 2 (11.11%) Cloud Computing
4 2 (11.11%) GCP
5 1 (5.56%) GitHub
Database & Business Intelligence
1 13 (72.22%) Big Data
2 8 (44.44%) Hadoop
3 7 (38.89%) HBase
4 6 (33.33%) Apache Hive
4 6 (33.33%) Data Warehouse
5 2 (11.11%) Apache Ignite
5 2 (11.11%) Data Lake
6 1 (5.56%) DB2
6 1 (5.56%) DB2 UDB
6 1 (5.56%) Parquet
6 1 (5.56%) SQL Server
Development Applications
1 1 (5.56%) Git (software)
1 1 (5.56%) Gradle
1 1 (5.56%) Jenkins
1 1 (5.56%) JIRA
General
1 10 (55.56%) Finance
2 6 (33.33%) Telecoms
3 1 (5.56%) Marketing
Job Titles
1 11 (61.11%) Architect
1 11 (61.11%) Data Architect
2 8 (44.44%) Data Analytics Architect
3 6 (33.33%) Big Data Architect
4 5 (27.78%) Solutions Architect
5 2 (11.11%) AWS Engineer
5 2 (11.11%) Data Engineer
5 2 (11.11%) Developer
5 2 (11.11%) Python Engineer
5 2 (11.11%) Software Engineer
6 1 (5.56%) Analytics Consultant
6 1 (5.56%) Business Consultant
6 1 (5.56%) Consultant
6 1 (5.56%) Java Developer
6 1 (5.56%) Junior
6 1 (5.56%) Junior Developer
6 1 (5.56%) Junior Java Developer
6 1 (5.56%) Machine Learning Engineer
6 1 (5.56%) Software Developer
Libraries, Frameworks & Software Standards
1 6 (33.33%) J2EE
2 5 (27.78%) TensorFlow
3 3 (16.67%) OpenCV
4 2 (11.11%) Kafka
4 2 (11.11%) Keras
4 2 (11.11%) Theano
5 1 (5.56%) Apache Avro
5 1 (5.56%) Drools
5 1 (5.56%) JSON
5 1 (5.56%) Middleware
5 1 (5.56%) RabbitMQ
5 1 (5.56%) REST
5 1 (5.56%) Spring
Miscellaneous
1 6 (33.33%) Enterprise Software
2 4 (22.22%) Algorithms
3 3 (16.67%) Analytical Skills
4 2 (11.11%) CUDA
4 2 (11.11%) Greenfield Project
4 2 (11.11%) Hybrid Cloud
5 1 (5.56%) Linux Command Line
5 1 (5.56%) Virtual Team
Operating Systems
1 1 (5.56%) Linux
1 1 (5.56%) Unix
Processes & Methodologies
1 14 (77.78%) Analytics
2 10 (55.56%) Agile Software Development
3 9 (50.00%) Scrum
4 8 (44.44%) Data Analytics
5 7 (38.89%) Data Integration
6 6 (33.33%) DevOps
6 6 (33.33%) Mentoring
6 6 (33.33%) Microservices
6 6 (33.33%) MVC
6 6 (33.33%) Predictive Modelling
6 6 (33.33%) SOA
6 6 (33.33%) Stakeholder Management
7 5 (27.78%) Deep Learning
8 4 (22.22%) Artificial Intelligence
8 4 (22.22%) Computer Vision
8 4 (22.22%) Data Modelling
8 4 (22.22%) Data Science
8 4 (22.22%) Software Engineering
8 4 (22.22%) Visualisation
9 3 (16.67%) ETL
Programming Languages
1 8 (44.44%) Python
1 8 (44.44%) SQL
2 7 (38.89%) Java
3 3 (16.67%) C#
3 3 (16.67%) C++
4 2 (11.11%) C
5 1 (5.56%) R
5 1 (5.56%) Shell Script
Qualifications
1 5 (27.78%) Degree
2 3 (16.67%) Computer Science Degree
Quality Assurance & Compliance
1 2 (11.11%) Data Quality
2 1 (5.56%) QA
System Software
1 1 (5.56%) Apache ZooKeeper
1 1 (5.56%) HDFS
Systems Management
1 7 (38.89%) Hadoop YARN
Vendors
1 2 (11.11%) Databricks
1 2 (11.11%) Google
1 2 (11.11%) Tableau
2 1 (5.56%) Adobe
2 1 (5.56%) IBM
2 1 (5.56%) Microsoft
2 1 (5.56%) Oracle
2 1 (5.56%) Paxata
2 1 (5.56%) SAP
2 1 (5.56%) Teradata