Hello everybody, I am looking for referrals for Machine Learning Engineer (MLE) roles at big US tech companies (FAANGMULA) or promising startups. I have MLE onsite interviews scheduled with Amazon and LinkedIn so far. About Me Machine Learning Engineer at a ML startup that implements end-to-end Machine Learning models for large enterprises. YOE: 1 - Built and productionalized optical character recognition engine for multinational asset management firm with 98% accuracy on cheque amount recognition, by implementing custom end-to-end model of Spatial Transformer Network, Temporal Convolutional Network and Attention Encoder-Decoder - Created and productionalized intelligent Quality Control framework for global financial services enterprise, leading to 40% error reduction on database of 2 million records, by using XGBoost and tensorflow neural networks in Python - Spearheaded the company’s application of Agile & Extreme Progamming (XP) engineering practices to Machine Learning projects to reduce codebase cost-of-change, leading to decrease of time to implement new model from 2+ weeks to 3 days Skills: Python (tensorflow, pytorch, keras, numpy, pandas), Scala, R, SQL Apache Spark, Docker, Kubernetes, AWS, GCP, Azure, Cloudera, Databricks - Holds a B.Sc in Mathematics & Physics
Would love to hear what is the process from MLE interviews
Python, R, sql and scala the only programming languages you know? And no CS degree? That sounds more like a data scientist than MLE