Period
to 14 December 2017

The following table provides summary statistics for contract job vacancies advertised in Milton Keynes with a requirement for Scala skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Scala over the 6 months to 14 December 2017 with a comparison to the 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.

Scala
Buckinghamshire > Milton Keynes
6 months to
14 Dec 2017
Same period 2016 Same period 2015
Rank 88 85 109
Rank change year-on-year -3 +24 -
Contract jobs citing Scala 32 8 2
As % of all contract IT jobs advertised in Milton Keynes 1.80% 0.64% 0.11%
As % of the Programming Languages category 4.55% 2.27% 0.35%
Number of daily rates quoted 8 3 0
Milton Keynes median daily rate £469 £500 -
Median daily rate % change year-on-year -6.25% - -
Buckinghamshire median daily rate £469 £463 -
% change year-on-year +1.35% - -
Number of hourly rates quoted 0 0 0
Milton Keynes median hourly rate - - -
Buckinghamshire median hourly rate - - -

Scala is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Milton Keynes with a requirement for coding skills.

All Programming Languages
Milton Keynes
Contract vacancies with a requirement for coding skills 704 352 577
As % of all contract IT jobs advertised in Milton Keynes 39.66% 28.18% 30.42%
Number of daily rates quoted 349 191 290
Milton Keynes median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -
10th Percentile £300 £263 £260
90th Percentile £525 £538 £502
Buckinghamshire median daily rate £400 £375 £350
% change year-on-year +6.67% +7.14% -
Number of hourly rates quoted 2 11 8
Milton Keynes median hourly rate £60.00 £37.50 £15.75
Median hourly rate % change year-on-year +60.00% +138.10% +5.00%
Buckinghamshire median hourly rate £51.25 £37.50 £23.75
% change year-on-year +36.67% +57.89% +46.15%

Scala
Job Vacancy Trend in Milton Keynes

Job postings citing Scala as a percentage of all IT jobs advertised in Milton Keynes.

Job vacancy trend for Scala in Milton Keynes

Scala
Contractor Daily Rate Trend in Milton Keynes

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

Contractor daily rate trend for Scala in Milton Keynes

Scala
Contractor Daily Rate Histogram in Milton Keynes

The daily rate distribution of IT jobs citing Scala in Milton Keynes over the 6 months to 14 December 2017.

Contractor daily rate histogram for Scala in Milton Keynes

For the 6 months to 14 December 2017, IT contractor jobs citing Scala also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Milton Keynes region with a requirement for Scala.

1 23 (71.88%) Hadoop
2 21 (65.63%) Apache Spark
3 20 (62.50%) Big Data
4 14 (43.75%) Finance
5 13 (40.63%) Kafka
6 12 (37.50%) Java
7 11 (34.38%) MapReduce
8 9 (28.13%) Cloudera
8 9 (28.13%) Agile Software Development
8 9 (28.13%) Banking
9 8 (25.00%) Apache Hive
10 7 (21.88%) Apache Flume
10 7 (21.88%) JIRA
11 6 (18.75%) Sqoop
11 6 (18.75%) Impala
12 5 (15.63%) HDFS
12 5 (15.63%) Hortonworks
12 5 (15.63%) Data Lake
12 5 (15.63%) NoSQL
12 5 (15.63%) SOA
12 5 (15.63%) Scrum
12 5 (15.63%) Spring
13 4 (12.50%) Data Architecture
13 4 (12.50%) Jenkins
13 4 (12.50%) Oozie
14 3 (9.38%) Docker
14 3 (9.38%) Spring Boot
14 3 (9.38%) High Availability
14 3 (9.38%) Data Ingestion
14 3 (9.38%) Data Engineering

Scala
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 (65.63%) Apache Spark
2 2 (6.25%) Elasticsearch
3 1 (3.13%) Oracle SOA Suite
3 1 (3.13%) Tomcat
Cloud Services
1 1 (3.13%) PaaS
Communications & Networking
1 3 (9.38%) HTTP
Database & Business Intelligence
1 23 (71.88%) Hadoop
2 20 (62.50%) Big Data
3 8 (25.00%) Apache Hive
4 6 (18.75%) Impala
4 6 (18.75%) Sqoop
5 5 (15.63%) Data Lake
5 5 (15.63%) NoSQL
6 3 (9.38%) HBase
7 2 (6.25%) Cloudera CDH
7 2 (6.25%) Hazelcast
8 1 (3.13%) Relational Database
Development Applications
1 7 (21.88%) JIRA
2 4 (12.50%) Jenkins
3 3 (9.38%) git-flow
4 2 (6.25%) Git (software)
4 2 (6.25%) Maven
5 1 (3.13%) Eclipse
General
1 14 (43.75%) Finance
2 9 (28.13%) Banking
3 2 (6.25%) Retail
4 1 (3.13%) Games
Job Titles
1 12 (37.50%) Big Data Engineer
1 12 (37.50%) Data Engineer
1 12 (37.50%) Developer
2 10 (31.25%) Scala Developer
3 8 (25.00%) Architect
3 8 (25.00%) Big Data Architect
3 8 (25.00%) Data Architect
4 5 (15.63%) Apache Spark Developer
4 5 (15.63%) Big Data Developer
4 5 (15.63%) Hadoop Developer
4 5 (15.63%) Java Developer
5 4 (12.50%) Hadoop Engineer
5 4 (12.50%) Java Scala Developer
6 2 (6.25%) Cloud Developer
6 2 (6.25%) Java Engineer
7 1 (3.13%) Java Software Engineer
7 1 (3.13%) Lead Architect
7 1 (3.13%) Lead Data Architect
7 1 (3.13%) Technical Engineer
7 1 (3.13%) Technical Leader
Libraries, Frameworks & Software Standards
1 13 (40.63%) Kafka
2 5 (15.63%) Spring
3 3 (9.38%) CSS
3 3 (9.38%) HTML
3 3 (9.38%) HTML5
3 3 (9.38%) Spring Boot
4 2 (6.25%) Elastic Stack
4 2 (6.25%) Grails
4 2 (6.25%) RESTful
4 2 (6.25%) Web Services
5 1 (3.13%) JMS
5 1 (3.13%) Node.js
5 1 (3.13%) Play Framework
5 1 (3.13%) Spring Integration
Miscellaneous
1 1 (3.13%) Cloud Native
1 1 (3.13%) Enterprise Software
1 1 (3.13%) iPad
1 1 (3.13%) Online Games
Operating Systems
1 3 (9.38%) Android
1 3 (9.38%) Linux
2 2 (6.25%) Unix
3 1 (3.13%) Oracle Linux
Processes & Methodologies
1 11 (34.38%) MapReduce
2 9 (28.13%) Agile Software Development
3 5 (15.63%) Scrum
3 5 (15.63%) SOA
4 4 (12.50%) Data Architecture
5 3 (9.38%) Data Analysis
5 3 (9.38%) Data Engineering
5 3 (9.38%) Data Ingestion
5 3 (9.38%) High Availability
5 3 (9.38%) Test Automation
5 3 (9.38%) Use Case
6 2 (6.25%) Analytics
6 2 (6.25%) Big Data Analytics
6 2 (6.25%) Data Analytics
6 2 (6.25%) Data Security
6 2 (6.25%) ETL Development
6 2 (6.25%) Functional Programming
6 2 (6.25%) Microservices
6 2 (6.25%) Software Engineering
6 2 (6.25%) TDD
Programming Languages
1 12 (37.50%) Java
2 3 (9.38%) JavaScript
3 2 (6.25%) SQL
4 1 (3.13%) Python
Quality Assurance & Compliance
1 2 (6.25%) Data Quality
2 1 (3.13%) FATCA
2 1 (3.13%) QA
System Software
1 7 (21.88%) Apache Flume
2 5 (15.63%) HDFS
3 3 (9.38%) Docker
4 1 (3.13%) Apache ZooKeeper
Systems Management
1 4 (12.50%) Oozie
2 1 (3.13%) Kibana
Vendors
1 9 (28.13%) Cloudera
2 5 (15.63%) Hortonworks
3 2 (6.25%) Oracle