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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 April 2018 with a comparison to the same period in the previous 2 years.
| Machine Learning UK |
|
|
6 months to
23 Apr 2018 |
Same period 2017 |
Same period 2016 |
| Rank |
122 |
253 |
390 |
| Rank change year-on-year |
+131 |
+137 |
+289 |
| Permanent jobs citing Machine Learning |
4,717 |
2,323 |
1,655 |
| As % of all permanent IT jobs advertised in the UK |
2.66% |
1.36% |
0.81% |
| As % of the Processes & Methodologies category |
2.93% |
1.50% |
0.91% |
| Number of salaries quoted |
4,014 |
1,944 |
1,500 |
| UK median annual salary |
£62,500 |
£60,000 |
£60,000 |
| Median salary % change year-on-year |
+4.17% |
- |
- |
| 10th Percentile |
£35,000 |
£35,000 |
£38,750 |
| 90th Percentile |
£97,500 |
£96,250 |
£95,000 |
| UK excluding London median annual salary |
£55,000 |
£50,000 |
£52,500 |
| % change year-on-year |
+10.00% |
-4.76% |
+10.53% |
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 |
161,014 |
154,894 |
182,860 |
| As % of all permanent IT jobs advertised in the UK |
90.83% |
90.44% |
89.97% |
| Number of salaries quoted |
130,470 |
127,500 |
151,953 |
| UK median annual salary |
£50,000 |
£47,500 |
£47,500 |
| Median salary % change year-on-year |
+5.26% |
- |
+5.56% |
| 10th Percentile |
£29,250 |
£27,875 |
£27,500 |
| 90th Percentile |
£81,250 |
£78,750 |
£77,500 |
| UK excluding London median annual salary |
£45,000 |
£42,500 |
£42,500 |
| % change year-on-year |
+5.88% |
- |
+4.94% |
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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 April 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 April 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 |
+124 |
4,463 |
£62,500 |
+4.17% |
573 |
| London |
+92 |
2,490 |
£70,000 |
+3.70% |
360 |
| UK excluding London |
+149 |
2,174 |
£55,000 |
+10.00% |
234 |
| South East |
+118 |
644 |
£55,000 |
+10.00% |
62 |
| East of England |
+96 |
586 |
£57,500 |
- |
62 |
| North of England |
+69 |
327 |
£52,500 |
- |
25 |
| North West |
+66 |
277 |
£50,000 |
-4.76% |
21 |
| South West |
+105 |
239 |
£52,500 |
+30.43% |
46 |
| Scotland |
+48 |
184 |
£52,500 |
-24.46% |
15 |
| Midlands |
+102 |
164 |
£45,000 |
+12.50% |
18 |
| West Midlands |
+85 |
107 |
£45,000 |
+12.50% |
13 |
| East Midlands |
+26 |
57 |
£50,000 |
+25.00% |
5 |
| Yorkshire |
+26 |
39 |
£52,500 |
-4.55% |
4 |
| Wales |
+21 |
24 |
£45,000 |
+13.92% |
3 |
| North East |
-19 |
11 |
£67,500 |
+92.86% |
|
| Northern Ireland |
- |
7 |
£50,000 |
- |
3 |
For the 6 months to 23 April 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 |
2,740 (58.09%) |
Python |
| 2 |
1,878 (39.81%) |
Data Science |
| 3 |
1,827 (38.73%) |
Artificial Intelligence |
| 4 |
1,696 (35.96%) |
Java |
| 5 |
1,620 (34.34%) |
Big Data |
| 6 |
1,307 (27.71%) |
Analytics |
| 7 |
1,265 (26.82%) |
SQL |
| 8 |
1,250 (26.50%) |
Agile Software Development |
| 9 |
1,233 (26.14%) |
Algorithms |
| 10 |
1,071 (22.71%) |
C++ |
| 11 |
1,058 (22.43%) |
Software Engineering |
| 12 |
1,020 (21.62%) |
Computer Science |
| 12 |
1,020 (21.62%) |
Amazon AWS |
| 13 |
993 (21.05%) |
Apache Spark |
| 14 |
981 (20.80%) |
Degree |
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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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