ML Engineer
Salary data, skill premiums, and AI automation risk. Updated from public data sources.
Salary by Country
🇺🇸United States
USD 162kDIRECT🇨🇭Switzerland
CHF 155kDIRECT🇬🇧United Kingdom
GBP 103kESTIMATED🇳🇱Netherlands
EUR 93kDIRECT🇩🇪Germany
EUR 90kESTIMATED🇫🇷France
EUR 69kESTIMATED
Sources: H1B LCA · BLS OEWS · ONS ASHE · Destatis · CBS
Skill Premiums
Machine Learning
+0%
Apache Airflow
+53%$86k
Hadoop
+38%$62k
Go
+25%$41k
Apache Kafka
+21%$35k
Distributed Computing
+0%
Data Analysis
+0%
Scala
+55%$89k
Data Science
+0%
Java
+33%$53k
Computer Vision
+0%
Deep Learning
+0%
SQL
+35%$56k
NumPy
+33%$54k
Data Pipelines
+0%
AI Exposure
64/100
Composite score from Eloundou 50% · Microsoft 30% · Felten 20%
resistant (4)
AgileCollaborationCommunicationProblem Solving
neutral (33)
Apache AirflowAWSAzureCI/CDCloud ComputingC++Data AnalysisData PipelinesData PreparationData VisualizationDatabricksDistributed ComputingDockerGCPGitGoHadoopJavaApache KafkaKerasKubernetesLinuxNoSQLNumPyPandasPythonRScalaSoftware DevelopmentSoftware TestingApache SparkSQLStatistics
amplifier (11)
Artificial IntelligenceComputer VisionData ScienceDeep LearningGenerative AiMachine LearningModel DeploymentNatural Language ProcessingPyTorchscikit-learnTensorFlow
vulnerable (2)
DocumentationExcel
ML Engineer Salary by Country
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