Period
to 27 May 2018

The median contractor rate for an Apache Spark Developer was £475 per day in advertised job vacancies in the North West during the 6 months to 27 May 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
England > North West
6 months to
27 May 2018
Same period 2017 Same period 2016
Rank 207 196 -
Rank change year-on-year -11 - -
Contract jobs requiring an Apache Spark Developer 4 3 0
As % of all contract IT jobs advertised in the North West 0.069% 0.055% -
As % of the Job Titles category 0.072% 0.058% -
Number of daily rates quoted 4 3 0
North West median daily rate £475 £508 -
Median daily rate % change year-on-year -6.40% - -
England median daily rate £525 £575 £550
% change year-on-year -8.70% +4.55% -3.51%
Number of hourly rates quoted 0 0 0
North West median hourly rate - - -
England median hourly rate - - -

The following table is for comparison with the above and includes summary statistics for all contract IT job vacancies advertised in the North West. 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
North West
Contract vacancies in the North West with a recognized job title 5,564 5,193 7,343
% of contract IT jobs with a recognized job title 95.29% 94.80% 94.94%
Number of daily rates quoted 3,458 3,165 4,399
North West median daily rate £400 £388 £399
Median daily rate % change year-on-year +3.23% -2.88% +6.40%
10th Percentile £238 £220 £238
90th Percentile £575 £550 £550
England median daily rate £450 £430 £425
% change year-on-year +4.65% +1.18% +6.25%
Number of hourly rates quoted 304 282 322
North West median hourly rate £17.88 £19.75 £21.00
Median hourly rate % change year-on-year -9.47% -5.95% +16.67%
10th Percentile £11.35 £11.00 £12.00
90th Percentile £49.63 £51.35 £47.39
England median hourly rate £18.51 £19.00 £19.50
% change year-on-year -2.61% -2.56% +11.43%

Apache Spark Developer
Job Vacancy Trend in the North West

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

Job vacancy trend for Apache Spark Developer in the North West

Apache Spark Developer
Contractor Daily Rate Trend in the North West

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

Contractor daily rate trend for Apache Spark Developer in the North West

Apache Spark Developer
Contractor Daily Rate Histogram in the North West

The daily rate distribution of IT jobs citing Apache Spark Developer in the North West over the 6 months to 27 May 2018.

Contractor daily rate histogram for Apache Spark Developer in the North West

Apache Spark Developer
Contract Job Locations in the North West

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Apache Spark Developer within the North West region over the 6 months to 27 May 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester -18 3 £550 +8.37%
Cheshire - 1 £375 -
Apache Spark Developer
England

Apache Spark Developer Skill Set
Top 30 Co-occurring IT Skills in the North West

For the 6 months to 27 May 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 North West region featuring Apache Spark Developer in the job title.

1 4 (100.00%) Apache Spark
2 3 (75.00%) Apache
2 3 (75.00%) Python
3 2 (50.00%) SQL
3 2 (50.00%) ERP
3 2 (50.00%) ETL
3 2 (50.00%) Hadoop YARN
3 2 (50.00%) Hadoop
3 2 (50.00%) Finance
3 2 (50.00%) Big Data
4 1 (25.00%) Cloudera
4 1 (25.00%) Kafka
4 1 (25.00%) Apache Pig
4 1 (25.00%) Data Transformation
4 1 (25.00%) Migration
4 1 (25.00%) Oozie
4 1 (25.00%) HDFS
4 1 (25.00%) Impala
4 1 (25.00%) Mesos
4 1 (25.00%) Apache Hive
4 1 (25.00%) HBase
4 1 (25.00%) Self-Motivation
4 1 (25.00%) TDD
4 1 (25.00%) Billing
4 1 (25.00%) Data Migration
4 1 (25.00%) Data Cleansing
4 1 (25.00%) Data Extraction
4 1 (25.00%) Telematics
4 1 (25.00%) Scala
4 1 (25.00%) Oracle

Apache Spark Developer Skill Set
Co-occurring IT Skills in the North West 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 (100.00%) Apache Spark
2 3 (75.00%) Apache
3 1 (25.00%) Apache Pig
Database & Business Intelligence
1 2 (50.00%) Big Data
1 2 (50.00%) Hadoop
2 1 (25.00%) Apache Hive
2 1 (25.00%) Data Warehouse
2 1 (25.00%) HBase
2 1 (25.00%) Impala
General
1 2 (50.00%) Finance
2 1 (25.00%) Billing
Libraries, Frameworks & Software Standards
1 1 (25.00%) Kafka
Miscellaneous
1 1 (25.00%) Self-Motivation
Processes & Methodologies
1 2 (50.00%) ERP
1 2 (50.00%) ETL
2 1 (25.00%) Data Cleansing
2 1 (25.00%) Data Extraction
2 1 (25.00%) Data Migration
2 1 (25.00%) Data Transformation
2 1 (25.00%) Migration
2 1 (25.00%) TDD
2 1 (25.00%) Telematics
Programming Languages
1 3 (75.00%) Python
2 2 (50.00%) SQL
3 1 (25.00%) Scala
System Software
1 1 (25.00%) HDFS
Systems Management
1 2 (50.00%) Hadoop YARN
2 1 (25.00%) Mesos
2 1 (25.00%) Oozie
Vendors
1 1 (25.00%) Cloudera
1 1 (25.00%) Oracle