Period
to 20 April 2018

The median contractor rate for an Apache Spark Developer was £525 per day in advertised job vacancies in Milton Keynes during the 6 months to 20 April 2018.

The first table below provides contractor rate benchmarking and summary statistics including a comparison to same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Spark Developer
Buckinghamshire > Milton Keynes
6 months to
20 Apr 2018
Same period 2017 Same period 2016
Rank 93 95 -
Rank change year-on-year +2 - +108
Contract jobs requiring an Apache Spark Developer 21 4 0
As % of all contract IT jobs advertised in Milton Keynes 1.32% 0.29% -
As % of the Job Titles category 1.38% 0.31% -
Number of daily rates quoted 5 3 0
Milton Keynes median daily rate £525 £350 -
Median daily rate % change year-on-year +50.00% - -
Buckinghamshire median daily rate £525 £350 -
% change year-on-year +50.00% - -
Number of hourly rates quoted 0 0 0
Milton Keynes median hourly rate - - -
Buckinghamshire median hourly rate - - -

The following table is for comparison with the above and includes summary statistics for all contract IT job vacancies advertised in Milton Keynes. Most job vacancies include a discernible job title that can be normalized. As such, the figures in the second row provide an indication of the number of contract jobs in our overall sample.

All Contract IT Job Vacancies
Milton Keynes
Contract vacancies in Milton Keynes with a recognized job title 1,520 1,290 1,422
% of contract IT jobs with a recognized job title 95.24% 93.14% 95.89%
Number of daily rates quoted 798 710 733
Milton Keynes median daily rate £413 £400 £400
Median daily rate % change year-on-year +3.13% - +14.29%
10th Percentile £250 £262 £260
90th Percentile £550 £550 £530
Buckinghamshire median daily rate £400 £400 £390
% change year-on-year - +2.56% +11.43%
Number of hourly rates quoted 73 49 47
Milton Keynes median hourly rate £14.05 £14.50 £14.00
Median hourly rate % change year-on-year -3.10% +3.57% -6.67%
10th Percentile £9.10 £9.00 £10.00
90th Percentile £23.95 £38.75 £18.50
Buckinghamshire median hourly rate £17.50 £15.75 £15.00
% change year-on-year +11.11% +5.00% +11.11%

Apache Spark Developer
Job Vacancy Trend in Milton Keynes

Job postings that featured Apache Spark Developer in the job title as a percentage of all IT jobs advertised in Milton Keynes.

Job vacancy trend for Apache Spark Developer in Milton Keynes

Apache Spark Developer
Contractor Daily Rate Trend in Milton Keynes

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Apache Spark Developer in Milton Keynes.

Contractor daily rate trend for Apache Spark Developer in Milton Keynes

Apache Spark Developer Skill Set
Top 30 Co-occurring IT Skills in Milton Keynes

For the 6 months to 20 April 2018, Apache Spark Developer contract jobs required the following IT skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Milton Keynes region featuring Apache Spark Developer in the job title.

1 21 (100.00%) Apache Spark
2 19 (90.48%) Hadoop
3 18 (85.71%) Big Data
4 15 (71.43%) Banking
5 13 (61.90%) Scala
6 12 (57.14%) Cloudera
7 10 (47.62%) Kafka
7 10 (47.62%) Agile Software Development
8 9 (42.86%) Java
8 9 (42.86%) Continuous Integration
9 7 (33.33%) Apache Hive
9 7 (33.33%) TDD
10 6 (28.57%) SQL
11 5 (23.81%) JIRA
11 5 (23.81%) Impala
12 4 (19.05%) Refactoring
12 4 (19.05%) NoSQL
12 4 (19.05%) SOA
12 4 (19.05%) Technical Architecture
13 3 (14.29%) Finance
13 3 (14.29%) Scrum
13 3 (14.29%) DevOps
13 3 (14.29%) API Development
13 3 (14.29%) Oozie
13 3 (14.29%) Jenkins
14 2 (9.52%) Sqoop
14 2 (9.52%) Relational Database
14 2 (9.52%) Continuous Delivery
14 2 (9.52%) Spring Boot
14 2 (9.52%) Data Science

Apache Spark Developer Skill Set
Co-occurring IT Skills in Milton Keynes 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 21 (100.00%) Apache Spark
Cloud Services
1 2 (9.52%) Amazon AWS
2 1 (4.76%) IaaS
2 1 (4.76%) PaaS
2 1 (4.76%) SaaS
Database & Business Intelligence
1 19 (90.48%) Hadoop
2 18 (85.71%) Big Data
3 7 (33.33%) Apache Hive
4 5 (23.81%) Impala
5 4 (19.05%) NoSQL
6 2 (9.52%) HBase
6 2 (9.52%) Relational Database
6 2 (9.52%) Sqoop
7 1 (4.76%) Spark SQL
Development Applications
1 5 (23.81%) JIRA
2 3 (14.29%) Jenkins
3 1 (4.76%) Maven
3 1 (4.76%) SonarQube
General
1 15 (71.43%) Banking
2 3 (14.29%) Finance
Libraries, Frameworks & Software Standards
1 10 (47.62%) Kafka
2 2 (9.52%) Java EE
2 2 (9.52%) REST
2 2 (9.52%) RESTful
2 2 (9.52%) Spring
2 2 (9.52%) Spring Boot
3 1 (4.76%) Node.js
3 1 (4.76%) SOAP
3 1 (4.76%) Spark Streaming
3 1 (4.76%) Swagger
Processes & Methodologies
1 10 (47.62%) Agile Software Development
2 9 (42.86%) Continuous Integration
3 7 (33.33%) TDD
4 4 (19.05%) Refactoring
4 4 (19.05%) SOA
4 4 (19.05%) Technical Architecture
5 3 (14.29%) API Development
5 3 (14.29%) DevOps
5 3 (14.29%) Scrum
6 2 (9.52%) Continuous Delivery
6 2 (9.52%) Data Science
7 1 (4.76%) Data Enrichment
7 1 (4.76%) Mentoring
7 1 (4.76%) Microservices
7 1 (4.76%) Pair Programming
Programming Languages
1 13 (61.90%) Scala
2 9 (42.86%) Java
3 6 (28.57%) SQL
4 2 (9.52%) Python
5 1 (4.76%) R
Quality Assurance & Compliance
1 2 (9.52%) GDPR
System Software
1 1 (4.76%) Apache Flume
1 1 (4.76%) Apache ZooKeeper
1 1 (4.76%) Docker
Systems Management
1 3 (14.29%) Oozie
Vendors
1 12 (57.14%) Cloudera