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The following table provides summary statistics for permanent job vacancies with a requirement for Machine Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Machine Learning over the 6 months to 23 July 2018 with a comparison to the same period in the previous 2 years.
| Machine Learning UK |
|
|
6 months to
23 Jul 2018 |
Same period 2017 |
Same period 2016 |
| Rank |
117 |
211 |
335 |
| Rank change year-on-year |
+94 |
+124 |
+307 |
| Permanent jobs citing Machine Learning |
4,877 |
3,003 |
1,968 |
| As % of all permanent IT jobs advertised in the UK |
2.82% |
1.69% |
0.97% |
| As % of the Processes & Methodologies category |
3.11% |
1.86% |
1.08% |
| Number of salaries quoted |
3,985 |
2,495 |
1,767 |
| UK median annual salary |
£62,500 |
£62,500 |
£60,000 |
| Median salary % change year-on-year |
- |
+4.17% |
- |
| 10th Percentile |
£36,250 |
£35,000 |
£37,500 |
| 90th Percentile |
£97,500 |
£96,250 |
£95,000 |
| UK excluding London median annual salary |
£52,500 |
£50,000 |
£50,000 |
| % change year-on-year |
+5.00% |
- |
- |
Machine Learning is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.
| All Process and Methodology Skills UK |
| Permanent vacancies with a requirement for process or methodology skills |
156,958 |
161,209 |
182,191 |
| As % of all permanent IT jobs advertised in the UK |
90.63% |
90.77% |
90.02% |
| Number of salaries quoted |
125,377 |
129,352 |
151,685 |
| UK median annual salary |
£50,000 |
£49,883 |
£47,500 |
| Median salary % change year-on-year |
+0.23% |
+5.02% |
- |
| 10th Percentile |
£29,000 |
£28,000 |
£27,500 |
| 90th Percentile |
£82,500 |
£80,000 |
£77,500 |
| UK excluding London median annual salary |
£45,000 |
£42,500 |
£42,500 |
| % change year-on-year |
+5.88% |
- |
+1.19% |
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Machine Learning
Job Vacancy Trend
Job postings citing Machine Learning as a percentage of all IT jobs advertised.
Machine Learning
Salary Trend
This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning.
Machine Learning
Salary Histogram
The salary distribution of IT jobs citing Machine Learning over the 6 months to 23 July 2018.
Machine Learning
Top 16 Job Locations
The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning within the UK over the 6 months to 23 July 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 |
| England |
+94 |
4,634 |
£63,500 |
+1.60% |
579 |
| London |
+74 |
2,666 |
£70,000 |
+3.70% |
326 |
| UK excluding London |
+95 |
2,159 |
£52,500 |
+5.00% |
284 |
| South East |
+149 |
757 |
£55,000 |
- |
77 |
| East of England |
+42 |
556 |
£60,000 |
+20.00% |
65 |
| South West |
+98 |
272 |
£52,500 |
+5.00% |
47 |
| North of England |
-16 |
244 |
£50,000 |
-4.76% |
38 |
| North West |
-25 |
198 |
£50,000 |
-2.91% |
27 |
| Scotland |
+17 |
182 |
£48,750 |
-2.50% |
23 |
| Midlands |
+50 |
132 |
£47,500 |
+18.75% |
25 |
| West Midlands |
+56 |
90 |
£47,500 |
+18.75% |
12 |
| East Midlands |
+2 |
42 |
£46,500 |
+16.25% |
13 |
| Yorkshire |
+37 |
36 |
£45,000 |
-21.74% |
9 |
| Wales |
+6 |
15 |
£46,200 |
+2.67% |
6 |
| North East |
-25 |
10 |
£55,500 |
+58.57% |
2 |
| Northern Ireland |
- |
3 |
£50,000 |
- |
3 |
For the 6 months to 23 July 2018, IT jobs citing Machine Learning 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 with a requirement for Machine Learning.
| 1 |
2,668 (54.71%) |
Python |
| 2 |
1,888 (38.71%) |
Data Science |
| 3 |
1,823 (37.38%) |
Artificial Intelligence |
| 4 |
1,649 (33.81%) |
Java |
| 5 |
1,538 (31.54%) |
Big Data |
| 6 |
1,380 (28.30%) |
Analytics |
| 7 |
1,352 (27.72%) |
SQL |
| 8 |
1,276 (26.16%) |
Agile Software Development |
| 9 |
1,199 (24.58%) |
Algorithms |
| 10 |
1,114 (22.84%) |
Computer Science |
| 11 |
1,095 (22.45%) |
C++ |
| 12 |
1,073 (22.00%) |
Degree |
| 13 |
1,045 (21.43%) |
Software Engineering |
| 14 |
981 (20.11%) |
Mathematics |
| 15 |
917 (18.80%) |
Amazon AWS |
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Machine Learning
Co-occurring IT Skills 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:
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