Period
to 23 June 2018

The following table provides summary statistics for permanent job vacancies advertised in East Sussex with a requirement for MLlib skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MLlib over the 6 months to 23 June 2018 with a comparison to the same period in the previous 2 years.

Apache Spark Machine Learning Library (MLlib)
South East > East Sussex
6 months to
23 Jun 2018
Same period 2017 Same period 2016
Rank 110 125 -
Rank change year-on-year +15 - -
Permanent jobs citing MLlib 38 4 0
As % of all permanent IT jobs advertised in East Sussex 1.74% 0.23% -
As % of the Libraries, Frameworks & Software Standards category 2.91% 0.48% -
Number of salaries quoted 1 4 0
East Sussex median annual salary £45,000 £70,000 -
Median salary % change year-on-year -35.71% - -
South East median annual salary £45,000 £70,000 -
% change year-on-year -35.71% - -

MLlib is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in East Sussex with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
East Sussex
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1,305 827 1,048
As % of all permanent IT jobs advertised in East Sussex 59.81% 46.75% 50.90%
Number of salaries quoted 1,063 710 939
East Sussex median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £27,500 £26,250 £23,750
90th Percentile £60,000 £60,000 £55,000
South East median annual salary £45,000 £45,000 £45,000

MLlib
Job Vacancy Trend in East Sussex

Job postings citing MLlib as a percentage of all IT jobs advertised in East Sussex.

Job vacancy trend for MLlib in East Sussex

MLlib
Job Locations in East Sussex

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MLlib within the East Sussex region over the 6 months to 23 June 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Brighton +13 38 £45,000 -35.71%
MLlib
South East

For the 6 months to 23 June 2018, IT jobs citing MLlib also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the East Sussex region with a requirement for MLlib.

1 38 (100.00%) Java
1 38 (100.00%) Python
1 38 (100.00%) Machine Learning
2 37 (97.37%) Big Data
2 37 (97.37%) Hortonworks
2 37 (97.37%) Cloudera
2 37 (97.37%) Kafka
2 37 (97.37%) Apache Flume
2 37 (97.37%) Linux
2 37 (97.37%) MapReduce
2 37 (97.37%) Sqoop
2 37 (97.37%) Jenkins
2 37 (97.37%) Go
2 37 (97.37%) Deep Learning
2 37 (97.37%) Impala
2 37 (97.37%) Hadoop YARN
2 37 (97.37%) Data Warehouse
2 37 (97.37%) Shell Script
2 37 (97.37%) Continuous Integration
2 37 (97.37%) TeamCity
2 37 (97.37%) Git (software)
2 37 (97.37%) Scala
2 37 (97.37%) Hadoop
2 37 (97.37%) Apache Hive
2 37 (97.37%) TensorFlow
2 37 (97.37%) Keras
3 25 (65.79%) Operations Research
4 24 (63.16%) User Experience
4 24 (63.16%) PostgreSQL
4 24 (63.16%) Agile Software Development

MLlib
Co-occurring IT Skills in East Sussex 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:

Database & Business Intelligence
1 37 (97.37%) Apache Hive
1 37 (97.37%) Big Data
1 37 (97.37%) Data Warehouse
1 37 (97.37%) Hadoop
1 37 (97.37%) Impala
1 37 (97.37%) Sqoop
2 24 (63.16%) PostgreSQL
3 1 (2.63%) Data Mining
Development Applications
1 37 (97.37%) Git (software)
1 37 (97.37%) Jenkins
1 37 (97.37%) TeamCity
2 13 (34.21%) JUnit
General
1 13 (34.21%) Marketing
2 1 (2.63%) Finance
Job Titles
1 37 (97.37%) Data Engineer
2 35 (92.11%) Big Data Engineer
2 35 (92.11%) Hadoop Engineer
3 22 (57.89%) Senior Data Engineer
3 22 (57.89%) Senior Hadoop Engineer
4 1 (2.63%) Data Scientist
Libraries, Frameworks & Software Standards
1 37 (97.37%) Kafka
1 37 (97.37%) Keras
1 37 (97.37%) TensorFlow
2 1 (2.63%) scikit-learn
Miscellaneous
1 24 (63.16%) User Experience
2 13 (34.21%) Greenfield Project
Operating Systems
1 37 (97.37%) Linux
Processes & Methodologies
1 38 (100.00%) Machine Learning
2 37 (97.37%) Continuous Integration
2 37 (97.37%) Deep Learning
2 37 (97.37%) MapReduce
3 25 (65.79%) Operations Research
4 24 (63.16%) Agile Software Development
4 24 (63.16%) Analytics
4 24 (63.16%) Data Engineering
4 24 (63.16%) Software Delivery
5 14 (36.84%) Data Science
6 13 (34.21%) Digital Marketing
7 1 (2.63%) Problem-Solving
7 1 (2.63%) Statistics
7 1 (2.63%) Validation
Programming Languages
1 38 (100.00%) Java
1 38 (100.00%) Python
2 37 (97.37%) Go
2 37 (97.37%) Scala
2 37 (97.37%) Shell Script
3 1 (2.63%) C
3 1 (2.63%) C++
3 1 (2.63%) R
Qualifications
1 1 (2.63%) PhD
System Software
1 37 (97.37%) Apache Flume
2 13 (34.21%) HDFS
Systems Management
1 37 (97.37%) Hadoop YARN
Vendors
1 37 (97.37%) Cloudera
1 37 (97.37%) Hortonworks