Period
to 22 June 2018

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 22 June 2018 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
22 Jun 2018
Same period 2017 Same period 2016
Rank 76 84 91
Rank change year-on-year +8 +7 +14
Contract jobs citing Scala 36 23 7
As % of all contract IT jobs advertised in Milton Keynes 2.33% 1.56% 0.50%
As % of the Programming Languages category 5.97% 5.11% 1.53%
Number of daily rates quoted 19 13 1
Milton Keynes median daily rate £500 £350 £350
Median daily rate % change year-on-year +42.86% - -
Buckinghamshire median daily rate £500 £350 £350
% change year-on-year +42.86% - -33.33%
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 603 450 458
As % of all contract IT jobs advertised in Milton Keynes 39.11% 30.53% 32.53%
Number of daily rates quoted 355 219 241
Milton Keynes median daily rate £425 £363 £375
Median daily rate % change year-on-year +17.24% -3.33% +12.36%
10th Percentile £313 £292 £263
90th Percentile £550 £525 £500
Buckinghamshire median daily rate £425 £375 £365
% change year-on-year +13.33% +2.74% +8.15%
Number of hourly rates quoted 2 0 1
Milton Keynes median hourly rate £40.00 - £15.00
10th Percentile £27.75 - £13.50
90th Percentile £54.25 - £16.50
Buckinghamshire median hourly rate £45.00 £55.00 £38.50
% change year-on-year -18.18% +42.86% +48.08%

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 22 June 2018.

Contractor daily rate histogram for Scala in Milton Keynes

For the 6 months to 22 June 2018, IT contractor jobs citing Scala also mentioned the following 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 with a requirement for Scala.

1 36 (100.00%) Big Data
2 34 (94.44%) Apache Spark
3 27 (75.00%) Kafka
4 26 (72.22%) Hadoop
5 17 (47.22%) Apache Hive
6 15 (41.67%) Agile Software Development
7 13 (36.11%) Java
7 13 (36.11%) Apache
8 12 (33.33%) NoSQL
9 11 (30.56%) Cloudera
10 10 (27.78%) Impala
10 10 (27.78%) Banking
11 9 (25.00%) Analytics
12 8 (22.22%) HBase
13 7 (19.44%) Scrum
13 7 (19.44%) Continuous Integration
13 7 (19.44%) SQL
14 6 (16.67%) Linux
14 6 (16.67%) Visualisation
14 6 (16.67%) Kibana
14 6 (16.67%) MapReduce
14 6 (16.67%) Sqoop
14 6 (16.67%) Apache Flume
15 5 (13.89%) Jenkins
15 5 (13.89%) Data Visualisation
15 5 (13.89%) Technical Architecture
15 5 (13.89%) Python
15 5 (13.89%) Analytical Skills
16 4 (11.11%) GDPR
16 4 (11.11%) MySQL

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 34 (94.44%) Apache Spark
2 13 (36.11%) Apache
3 3 (8.33%) Elasticsearch
4 1 (2.78%) Apache Pig
Cloud Services
1 3 (8.33%) Amazon AWS
1 3 (8.33%) Amazon S3
1 3 (8.33%) Microsoft Azure
Database & Business Intelligence
1 36 (100.00%) Big Data
2 26 (72.22%) Hadoop
3 17 (47.22%) Apache Hive
4 12 (33.33%) NoSQL
5 10 (27.78%) Impala
6 8 (22.22%) HBase
7 6 (16.67%) Sqoop
8 4 (11.11%) MySQL
9 3 (8.33%) Data Warehouse
9 3 (8.33%) DB2
9 3 (8.33%) MongoDB
9 3 (8.33%) OLAP
9 3 (8.33%) Oracle OLAP
9 3 (8.33%) Pentaho
9 3 (8.33%) PostgreSQL
9 3 (8.33%) Power BI
9 3 (8.33%) Relational Database
9 3 (8.33%) SQL Server
9 3 (8.33%) Star Schema
10 1 (2.78%) Apache Zeppelin
Development Applications
1 5 (13.89%) Jenkins
2 3 (8.33%) Git (software)
3 2 (5.56%) Eclipse
3 2 (5.56%) JIRA
4 1 (2.78%) Atlassian Bamboo
4 1 (2.78%) Maven
General
1 10 (27.78%) Banking
2 4 (11.11%) Finance
Job Titles
1 12 (33.33%) Data Engineer
1 12 (33.33%) Developer
2 10 (27.78%) Big Data Developer
3 9 (25.00%) Big Data Engineer
4 8 (22.22%) Hadoop Developer
5 7 (19.44%) Apache Spark Developer
6 6 (16.67%) Scala Developer
7 5 (13.89%) Hadoop Engineer
8 4 (11.11%) Technical Leader
9 3 (8.33%) Architect
9 3 (8.33%) Big Data Architect
9 3 (8.33%) Big Data Consultant
9 3 (8.33%) Consultant
9 3 (8.33%) Data Architect
9 3 (8.33%) Data Consultant
10 2 (5.56%) Cloud Engineer
10 2 (5.56%) Integration Developer
10 2 (5.56%) Java Hadoop Developer
10 2 (5.56%) Java Scala Developer
10 2 (5.56%) Lead Data Architect
Libraries, Frameworks & Software Standards
1 27 (75.00%) Kafka
2 3 (8.33%) Elastic Stack
2 3 (8.33%) LAMP
2 3 (8.33%) LAPP Stack
2 3 (8.33%) RabbitMQ
3 2 (5.56%) SOAP
3 2 (5.56%) Spark Streaming
3 2 (5.56%) Spring
3 2 (5.56%) Swagger
4 1 (2.78%) AngularJS
4 1 (2.78%) Backbone.js
4 1 (2.78%) CSS
4 1 (2.78%) CSS3
4 1 (2.78%) HTML
4 1 (2.78%) HTML5
4 1 (2.78%) J2EE
4 1 (2.78%) Java EE
4 1 (2.78%) Node.js
4 1 (2.78%) Spring Boot
4 1 (2.78%) Web Services
Miscellaneous
1 5 (13.89%) Analytical Skills
2 3 (8.33%) Data Structures
3 1 (2.78%) Greenfield Project
Operating Systems
1 6 (16.67%) Linux
2 3 (8.33%) Unix
Processes & Methodologies
1 15 (41.67%) Agile Software Development
2 9 (25.00%) Analytics
3 7 (19.44%) Continuous Integration
3 7 (19.44%) Scrum
4 6 (16.67%) MapReduce
4 6 (16.67%) Visualisation
5 5 (13.89%) Data Visualisation
5 5 (13.89%) Technical Architecture
6 4 (11.11%) Data Enrichment
6 4 (11.11%) Data Ingestion
6 4 (11.11%) Data Transformation
6 4 (11.11%) TDD
6 4 (11.11%) Use Case
7 3 (8.33%) Actionable Insight
7 3 (8.33%) Analytical Thinking
7 3 (8.33%) Case Management
7 3 (8.33%) Data Munging
7 3 (8.33%) Data Science
7 3 (8.33%) Decision Tree
7 3 (8.33%) DevOps
Programming Languages
1 13 (36.11%) Java
2 7 (19.44%) SQL
3 5 (13.89%) Python
4 3 (8.33%) HiveQL
4 3 (8.33%) PL/SQL
4 3 (8.33%) Shell Script
4 3 (8.33%) T-SQL
5 1 (2.78%) JavaScript
Quality Assurance & Compliance
1 4 (11.11%) GDPR
2 3 (8.33%) Data Quality
System Software
1 6 (16.67%) Apache Flume
2 3 (8.33%) Docker
2 3 (8.33%) HDFS
3 2 (5.56%) Apache ZooKeeper
Systems Management
1 6 (16.67%) Kibana
2 4 (11.11%) Oozie
Vendors
1 11 (30.56%) Cloudera
2 4 (11.11%) Oracle
2 4 (11.11%) Talend
3 3 (8.33%) Hortonworks
3 3 (8.33%) IBM
3 3 (8.33%) Microsoft
3 3 (8.33%) Splunk
3 3 (8.33%) Tableau