{"n":"Applied Ai Engineer &s","p":142,"c":23,"o":40,"m":128000,"h":62,"a":85,"rg":[["EMEA",40],["Americas",34],["APAC",26]],"b":[["Junior",8,68000,79000,92000],["Mid-level",42,93000,108000,125000],["Senior",30,114000,132000,153000],["Lead",14,127000,148000,172000],["Principal",6,157000,182000,211000]],"rl":[["AI Data Trainers","ai-data-trainers",40],["Ai Engineer & Researchers","ai-engineer-researchers",40],["AI Product Engineers","ai-product-engineers",40],["Cloud Engineering Managers","cloud-engineering-managers",40],["Community Engineers","community-engineers",40],["Developer Success Engineers","developer-success-engineers",40]],"r":[["Terry","Applied Scientist","EMEA",91,41,85000],["Jerry","Applied Scientist","APAC",89,46,95000],["22","Applied Scientist","EMEA",88,43,90000],["The Cat","Applied Scientist","Americas",87,36,75000],["Loki","Webflow E-Commerce Developer","Americas",100,118,189300],["Wanda Maximoff","Senior Webflow Developer","EMEA",100,128,205000],["Scott Lang","Enterprise Webflow Developer","EMEA",100,101,162050],["Dr. Stephen Strange","Webflow Frontend Developer","APAC",100,74,119050],["The Visionary","Lead Production Engineer","APAC",99,46,95000],["The Titan","Lead Unreal Programmer","APAC",99,77,160000],["Batman","Principal Software Engineer","EMEA",99,77,160000],["Grace","Principal Research Engineer","EMEA",99,62,130000]],"j":[["Data Preparation",["Cleaning and preprocessing raw datasets for analysis.","Performing feature engineering to derive predictive attributes.","Converting categorical variables into numerical format.","Splitting datasets into training, validation, and test sets."]],["Model Development",["Selecting appropriate algorithms for various AI tasks.","Implementing machine learning models using libraries like TensorFlow.","Tuning hyperparameters for optimized model performance.","Creating custom loss functions for specific problems."]],["Model Evaluation",["Evaluating model performance using metrics like accuracy.","Conducting cross-validation to assess model robustness.","Analyzing confusion matrices for classification tasks.","Performing error analysis to refine model strategies."]],["Deployment and Monitoring",["Preparing models for deployment in production environments.","Monitoring model performance post-deployment for drift detection.","Implementing CI/CD pipelines for model updates.","Creating documentation for model usage and integration."]]]}