Machine Learning Analyst

Job Overview

bull BS or MS (preferred) in Computer Science or a related field bull 5+ years current practical experience developing production-quality applications in JavaJavaScriptC andor Python bull Demonstrated Knowledge of Databases (Hadoop preferred), Data ETL (Spark preferred), Analytics, Client Libraries (scikit-learn, XGBoost, MXNet, Tensorflow, R), Client Frameworks (Airflow, MLFlow, Kubeflow) bull Good software design skills. bull Solid grounding in statistics, probability theory, data modeling, machine learning algorithms and software development techniques and languages used to implement analytics solutions. bull Excellent written, oral communication, and analytical skills bull Experience with large-scale production machine learning orchestration between multiple accounts bull Experience in neural networksdeep-learning techniques bull Experience with AWS cloud services bull Extracting data from a database, cleaning the data, and preparing it for consumption bull Selecting the best algorithmic approach to serve an Client use case bull Tuning the model for development bull Constructing data pipelines to maintain the model bull Monitor the model for performance and drift bull Coding everything required to orchestrate multiple models together What your Background Looks Like bull BS or MS (preferred) in Computer Science or a related field bull 5+ years current practical experience developing production-quality applications in JavaJavaScriptC andor Python bull Demonstrated Knowledge of Databases (Hadoop preferred), Data ETL (Spark preferred), Analytics, Client Libraries (scikit-learn, XGBoost, MXNet, Tensorflow, R), Client Frameworks (Airflow, MLFlow, Kubeflow) bull Good software design skills. bull Solid grounding in statistics, probability theory, data modeling, machine learning algorithms and software development techniques and languages used to implement analytics solutions. bull Experience with large-scale production machine learning orchestration between multiple accounts bull Experience in neural networksdeep-learning techniques bull Experience with AWS cloud services Ajay Kumar KAYGEN 15420 Laguna Canyon Road, Ste. 270 Irvine, CA 92618 Email ajay.k at kaygen.com M URL http Linkedin https https