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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 20 February 2019 with a comparison to the same period in the previous 2 years.
| Machine Learning UK |
|
|
6 months to
20 Feb 2019 |
Same period 2018 |
Same period 2017 |
| Rank |
102 |
145 |
301 |
| Rank change year-on-year |
+43 |
+156 |
+158 |
| Permanent jobs citing Machine Learning |
4,713 |
4,173 |
1,961 |
| As % of all permanent IT jobs advertised in the UK |
3.11% |
2.36% |
1.12% |
| As % of the Processes & Methodologies category |
3.39% |
2.57% |
1.23% |
| Number of salaries quoted |
3,811 |
3,545 |
1,694 |
| UK median annual salary |
£65,000 |
£60,000 |
£60,000 |
| Median salary % change year-on-year |
+8.33% |
- |
- |
| 10th Percentile |
£36,250 |
£35,000 |
£33,750 |
| 90th Percentile |
£100,000 |
£96,250 |
£95,000 |
| UK excluding London median annual salary |
£55,000 |
£52,500 |
£50,000 |
| % change year-on-year |
+4.76% |
+5.00% |
-4.76% |
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 |
138,888 |
162,355 |
159,565 |
| As % of all permanent IT jobs advertised in the UK |
91.75% |
91.84% |
91.31% |
| Number of salaries quoted |
109,515 |
131,738 |
131,606 |
| UK median annual salary |
£52,500 |
£50,000 |
£47,500 |
| Median salary % change year-on-year |
+5.00% |
+5.26% |
- |
| 10th Percentile |
£30,000 |
£28,750 |
£27,750 |
| 90th Percentile |
£85,000 |
£80,000 |
£78,750 |
| UK excluding London median annual salary |
£45,000 |
£45,000 |
£42,500 |
| % change year-on-year |
- |
+5.88% |
- |
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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 20 February 2019.
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 20 February 2019.
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 |
+43 |
4,451 |
£65,000 |
+4.00% |
751 |
| London |
+34 |
2,813 |
£72,500 |
+7.41% |
406 |
| UK excluding London |
+27 |
1,772 |
£55,000 |
+4.76% |
382 |
| South East |
+69 |
590 |
£55,000 |
- |
106 |
| East of England |
+8 |
391 |
£60,000 |
+9.09% |
110 |
| South West |
+55 |
288 |
£50,000 |
- |
41 |
| North of England |
+1 |
224 |
£50,000 |
-4.76% |
51 |
| Midlands |
+11 |
135 |
£42,500 |
- |
37 |
| North West |
-57 |
121 |
£45,000 |
-10.00% |
42 |
| Scotland |
-41 |
101 |
£45,000 |
-10.00% |
18 |
| Yorkshire |
+93 |
80 |
£55,000 |
- |
7 |
| East Midlands |
+21 |
68 |
£40,000 |
-17.95% |
20 |
| West Midlands |
+8 |
67 |
£43,750 |
+2.94% |
17 |
| Wales |
+30 |
35 |
£55,000 |
+29.41% |
14 |
| North East |
+35 |
23 |
£49,337 |
-38.33% |
2 |
| Northern Ireland |
-12 |
11 |
£42,500 |
+4.29% |
6 |
For the 6 months to 20 February 2019, 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 |
2,599 (55.15%) |
Python |
| 2 |
2,171 (46.06%) |
Artificial Intelligence |
| 3 |
1,646 (34.92%) |
Data Science |
| 4 |
1,504 (31.91%) |
Java |
| 5 |
1,436 (30.47%) |
Analytics |
| 6 |
1,344 (28.52%) |
Agile Software Development |
| 7 |
1,317 (27.94%) |
Big Data |
| 8 |
1,295 (27.48%) |
SQL |
| 9 |
1,199 (25.44%) |
Software Engineering |
| 10 |
1,025 (21.75%) |
Amazon AWS |
| 11 |
999 (21.20%) |
Algorithms |
| 12 |
935 (19.84%) |
C++ |
| 13 |
914 (19.39%) |
Degree |
| 14 |
876 (18.59%) |
Finance |
| 15 |
869 (18.44%) |
Mathematics |
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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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