Period
to 24 September 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 24 September 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
24 Sep 2018
Same period 2017 Same period 2016
Rank 84 97 76
Rank change year-on-year +13 -21 +35
Contract jobs citing Scala 23 22 12
As % of all contract IT jobs advertised in Milton Keynes 1.57% 1.32% 0.93%
As % of the Programming Languages category 4.11% 3.55% 3.27%
Number of daily rates quoted 13 11 3
Milton Keynes median daily rate £500 £400 £500
Median daily rate % change year-on-year +25.00% -20.00% -
Buckinghamshire median daily rate £500 £400 £463
% change year-on-year +25.00% -13.51% -11.90%
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 559 619 367
As % of all contract IT jobs advertised in Milton Keynes 38.26% 37.00% 28.52%
Number of daily rates quoted 312 284 183
Milton Keynes median daily rate £420 £388 £375
Median daily rate % change year-on-year +8.39% +3.33% +7.14%
10th Percentile £313 £265 £263
90th Percentile £575 £525 £500
Buckinghamshire median daily rate £425 £384 £370
% change year-on-year +10.75% +3.72% +5.71%
Number of hourly rates quoted 2 0 5
Milton Keynes median hourly rate £35.83 - £15.00
10th Percentile £20.24 - £11.20
90th Percentile £53.42 - £21.45
Buckinghamshire median hourly rate £45.00 £55.00 £37.00
% change year-on-year -18.18% +48.65% +32.14%

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

For the 6 months to 24 September 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 22 (95.65%) Big Data
2 21 (91.30%) Apache Spark
3 20 (86.96%) Kafka
4 14 (60.87%) Apache
5 12 (52.17%) Analytics
6 11 (47.83%) Hadoop
7 8 (34.78%) Apache Hive
7 8 (34.78%) NoSQL
7 8 (34.78%) Java
7 8 (34.78%) Agile Software Development
8 7 (30.43%) Cloudera
9 6 (26.09%) Linux
9 6 (26.09%) HBase
9 6 (26.09%) Visualisation
9 6 (26.09%) Kibana
10 5 (21.74%) HDFS
10 5 (21.74%) Impala
10 5 (21.74%) Data Visualisation
10 5 (21.74%) Finance
11 4 (17.39%) Shell Script
11 4 (17.39%) Python
11 4 (17.39%) ETL
11 4 (17.39%) SQL
11 4 (17.39%) MongoDB
11 4 (17.39%) MapReduce
11 4 (17.39%) Use Case
11 4 (17.39%) Continuous Integration
11 4 (17.39%) Spark Streaming
11 4 (17.39%) Data Ingestion
11 4 (17.39%) Jenkins

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 (91.30%) Apache Spark
2 14 (60.87%) Apache
3 3 (13.04%) Elasticsearch
4 1 (4.35%) Apache Pig
Cloud Services
1 3 (13.04%) Amazon AWS
1 3 (13.04%) Amazon S3
1 3 (13.04%) Microsoft Azure
Communications & Networking
1 1 (4.35%) HTTP
1 1 (4.35%) SSH
Database & Business Intelligence
1 22 (95.65%) Big Data
2 11 (47.83%) Hadoop
3 8 (34.78%) Apache Hive
3 8 (34.78%) NoSQL
4 6 (26.09%) HBase
5 5 (21.74%) Impala
6 4 (17.39%) MongoDB
7 3 (13.04%) Data Warehouse
7 3 (13.04%) DB2
7 3 (13.04%) MySQL
7 3 (13.04%) OLAP
7 3 (13.04%) Oracle OLAP
7 3 (13.04%) Pentaho
7 3 (13.04%) PostgreSQL
7 3 (13.04%) Power BI
7 3 (13.04%) SQL Server
7 3 (13.04%) Star Schema
8 1 (4.35%) Apache Cassandra
8 1 (4.35%) Data Lake
8 1 (4.35%) Sqoop
Development Applications
1 4 (17.39%) Jenkins
2 3 (13.04%) Git (software)
3 1 (4.35%) git-flow
General
1 5 (21.74%) Finance
2 2 (8.70%) Banking
Job Titles
1 8 (34.78%) Data Engineer
2 7 (30.43%) Developer
3 6 (26.09%) Big Data Developer
4 5 (21.74%) Big Data Engineer
5 4 (17.39%) Architect
5 4 (17.39%) Big Data Architect
5 4 (17.39%) Big Data Consultant
5 4 (17.39%) Consultant
5 4 (17.39%) Data Architect
5 4 (17.39%) Data Consultant
6 3 (13.04%) Lead Architect
6 3 (13.04%) Lead Data Architect
7 2 (8.70%) Technical Architect
7 2 (8.70%) Technical Leader
8 1 (4.35%) Cloud Developer
8 1 (4.35%) Hadoop Developer
8 1 (4.35%) Java Developer
8 1 (4.35%) Java Software Developer
8 1 (4.35%) Lead Developer
8 1 (4.35%) Software Developer
Libraries, Frameworks & Software Standards
1 20 (86.96%) Kafka
2 4 (17.39%) Spark Streaming
3 3 (13.04%) Elastic Stack
3 3 (13.04%) LAMP
3 3 (13.04%) LAPP Stack
3 3 (13.04%) RabbitMQ
3 3 (13.04%) Spring
4 1 (4.35%) Akka
4 1 (4.35%) J2EE
4 1 (4.35%) Spring Boot
Miscellaneous
1 3 (13.04%) Analytical Skills
1 3 (13.04%) Data Structures
Operating Systems
1 6 (26.09%) Linux
2 3 (13.04%) Unix
Processes & Methodologies
1 12 (52.17%) Analytics
2 8 (34.78%) Agile Software Development
3 6 (26.09%) Visualisation
4 5 (21.74%) Data Visualisation
5 4 (17.39%) Continuous Integration
5 4 (17.39%) Data Ingestion
5 4 (17.39%) ETL
5 4 (17.39%) MapReduce
5 4 (17.39%) Use Case
6 3 (13.04%) Actionable Insight
6 3 (13.04%) Agile Project Management
6 3 (13.04%) Analytical Thinking
6 3 (13.04%) Case Management
6 3 (13.04%) Data Analytics
6 3 (13.04%) Data Enrichment
6 3 (13.04%) Data Science
6 3 (13.04%) Data Transformation
6 3 (13.04%) Decision Tree
6 3 (13.04%) Kimball Methodology
6 3 (13.04%) Software Deployment
Programming Languages
1 8 (34.78%) Java
2 4 (17.39%) Python
2 4 (17.39%) Shell Script
2 4 (17.39%) SQL
3 3 (13.04%) HiveQL
3 3 (13.04%) PL/SQL
3 3 (13.04%) T-SQL
4 1 (4.35%) JavaScript
4 1 (4.35%) Perl
Quality Assurance & Compliance
1 3 (13.04%) Data Quality
1 3 (13.04%) GDPR
System Software
1 5 (21.74%) HDFS
2 3 (13.04%) Apache Flume
2 3 (13.04%) Docker
Systems Management
1 6 (26.09%) Kibana
2 1 (4.35%) Hadoop YARN
Vendors
1 7 (30.43%) Cloudera
2 3 (13.04%) Hortonworks
2 3 (13.04%) IBM
2 3 (13.04%) Microsoft
2 3 (13.04%) Oracle
2 3 (13.04%) Splunk
2 3 (13.04%) Tableau
2 3 (13.04%) Talend