Engineering Manager - Artificial Intelligence/Machine Learning

Job Description : - 2 years of experience managing small team of ML/AI engineers - Track record of delivering and productionizing end-to-end Big-data science projects at enterprise scale - Ability to efficiently write Big-Data pre-processing and ETL pipelines with consistency, veracity, and reproducibility - Experienced in Big Data Science projects (Churn Modeling, Risk Modeling, Up-sell/Cross sell Propensity, Market-Basket Analysis, Fraud Detection, Predictive/Econometric Modeling, Recommender systems, Next Best Action Modeling, Time Series analysis and Forecasting, Anomaly detection, Segmentation, Campaign planning) - Expert knowledge of statistical modelling (like GLMs, Time series analysis, Hypothesis testing, Clustering, Bayesian modelling, Causal modeling, Design of experiments) - Good exposure to classical ML concepts and algorithms (XGBOOST, Random forests, SVM, Bagging, Boosting, Kernel methods etc.) - Expert knowledge of Python/SQL and working knowledge BigData frameworks such as PySpark (MLlib)/HIVE/HADOOP - Good computer science fundaments in data structures, algorithms, automated testing, object-oriented programming, performance complexity, and implications of computer architecture on software performance. (ref:hirist.tech)

Location: in, IN

Posted Date: 11/28/2024