Period
to 18 September 2018

The following table provides summary statistics for contract job vacancies advertised in Milton Keynes with a requirement for Data Ingestion skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Ingestion over the 6 months to 18 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.

Data Ingestion
Buckinghamshire > Milton Keynes
6 months to
18 Sep 2018
Same period 2017 Same period 2016
Rank 99 112 85
Rank change year-on-year +13 -27 -
Contract jobs citing Data Ingestion 8 5 7
As % of all contract IT jobs advertised in Milton Keynes 0.55% 0.30% 0.54%
As % of the Processes & Methodologies category 0.64% 0.35% 0.64%
Number of daily rates quoted 2 1 1
Milton Keynes median daily rate £488 £350 £500
Median daily rate % change year-on-year +39.29% -30.00% -
Buckinghamshire median daily rate £488 £350 £463
% change year-on-year +39.29% -24.32% -
Number of hourly rates quoted 0 0 0
Milton Keynes median hourly rate - - -
Buckinghamshire median hourly rate - - -

Data Ingestion is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Milton Keynes
Contract vacancies with a requirement for process or methodology skills 1,250 1,425 1,097
As % of all contract IT jobs advertised in Milton Keynes 85.21% 84.92% 84.65%
Number of daily rates quoted 699 711 651
Milton Keynes median daily rate £412 £400 £410
Median daily rate % change year-on-year +2.88% -2.44% +9.33%
10th Percentile £236 £255 £250
90th Percentile £575 £538 £538
Buckinghamshire median daily rate £413 £400 £400
% change year-on-year +3.13% - +6.67%
Number of hourly rates quoted 61 36 33
Milton Keynes median hourly rate £13.50 £13.93 £12.00
Median hourly rate % change year-on-year -3.05% +16.04% -26.15%
10th Percentile £8.88 £8.64 £9.00
90th Percentile £16.66 £19.50 £15.00
Buckinghamshire median hourly rate £14.05 £16.50 £14.00
% change year-on-year -14.85% +17.86% -30.00%

Data Ingestion
Job Vacancy Trend in Milton Keynes

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

Job vacancy trend for Data Ingestion in Milton Keynes

Data Ingestion
Contractor Daily Rate Trend in Milton Keynes

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

Contractor daily rate trend for Data Ingestion in Milton Keynes

For the 6 months to 18 September 2018, IT contractor jobs citing Data Ingestion 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 Data Ingestion.

1 8 (100.00%) Use Case
1 8 (100.00%) Big Data
2 6 (75.00%) Kafka
2 6 (75.00%) Hadoop
3 5 (62.50%) Agile Software Development
4 4 (50.00%) Stakeholder Management
4 4 (50.00%) Data Analysis
4 4 (50.00%) Unix
4 4 (50.00%) Linux
4 4 (50.00%) Project Management
4 4 (50.00%) Visualisation
4 4 (50.00%) Scala
4 4 (50.00%) Agile Project Management
4 4 (50.00%) Hortonworks
4 4 (50.00%) Cloudera
4 4 (50.00%) Data Transformation
4 4 (50.00%) Elasticsearch
4 4 (50.00%) Kibana
4 4 (50.00%) Analytical Skills
4 4 (50.00%) Data Enrichment
4 4 (50.00%) Elastic Stack
4 4 (50.00%) Case Management
4 4 (50.00%) Analytical Thinking
5 3 (37.50%) HDFS
5 3 (37.50%) Data Lake
5 3 (37.50%) Apache Spark
5 3 (37.50%) Data Analytics
5 3 (37.50%) Change Data Capture
5 3 (37.50%) Analytics
5 3 (37.50%) Big Data Analytics

Data Ingestion
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 4 (50.00%) Elasticsearch
2 3 (37.50%) Apache Spark
Database & Business Intelligence
1 8 (100.00%) Big Data
2 6 (75.00%) Hadoop
3 3 (37.50%) Apache Hive
3 3 (37.50%) Data Lake
3 3 (37.50%) DB2
4 2 (25.00%) HBase
4 2 (25.00%) NoSQL
General
1 1 (12.50%) Banking
1 1 (12.50%) Retail
Job Titles
1 4 (50.00%) Developer
2 3 (37.50%) Big Data Developer
3 2 (25.00%) Ab Initio Administrator
3 2 (25.00%) Administrator
3 2 (25.00%) Big Data Engineer
3 2 (25.00%) Data Engineer
3 2 (25.00%) Hadoop Engineer
4 1 (12.50%) Ab Initio Developer
4 1 (12.50%) Cloud Developer
4 1 (12.50%) Elasticsearch Developer
4 1 (12.50%) Hadoop Administrator
4 1 (12.50%) Hadoop Developer
4 1 (12.50%) Linux Administrator
4 1 (12.50%) MapReduce Engineer
Libraries, Frameworks & Software Standards
1 6 (75.00%) Kafka
2 4 (50.00%) Elastic Stack
3 2 (25.00%) Spark Streaming
4 1 (12.50%) J2EE
Miscellaneous
1 4 (50.00%) Analytical Skills
Operating Systems
1 4 (50.00%) Linux
1 4 (50.00%) Unix
Processes & Methodologies
1 8 (100.00%) Use Case
2 5 (62.50%) Agile Software Development
3 4 (50.00%) Agile Project Management
3 4 (50.00%) Analytical Thinking
3 4 (50.00%) Case Management
3 4 (50.00%) Data Analysis
3 4 (50.00%) Data Enrichment
3 4 (50.00%) Data Transformation
3 4 (50.00%) Project Management
3 4 (50.00%) Stakeholder Management
3 4 (50.00%) Visualisation
4 3 (37.50%) Analytics
4 3 (37.50%) Big Data Analytics
4 3 (37.50%) Change Data Capture
4 3 (37.50%) Data Analytics
4 3 (37.50%) Data Visualisation
4 3 (37.50%) MapReduce
5 1 (12.50%) ETL
5 1 (12.50%) High Availability
Programming Languages
1 4 (50.00%) Scala
2 3 (37.50%) Java
Quality Assurance & Compliance
1 1 (12.50%) SLA
System Software
1 3 (37.50%) HDFS
2 2 (25.00%) Apache Flume
Systems Management
1 4 (50.00%) Kibana
Vendors
1 4 (50.00%) Cloudera
1 4 (50.00%) Hortonworks
2 3 (37.50%) Ab Initio