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Machine Learning - Senior Engineer

5.00 to 10.00 Years   Noida   04 Jul, 2022
Paytm
Job LocationNoida
EducationNot Mentioned
SalaryNot Disclosed
IndustryIT - Software
Functional AreaSales / BDGeneral / Other Software
EmploymentTypeFull-time

Job Description

    5+ years of hands-on experience as a Machine Learning Engineer or similar role.Expertise in visualizing and manipulating big datasets with spark.Understanding of data modelling and software architecture and data platforms.Experienced with modern tools for building ML pipelines, including data processing, training, inference and evaluation.Demonstrate effective coding, documentation, and communication habitsTechnologies we work on:ML Models Tabular on Xgboost, CatBoost, RF etcDeep Learning for unstructured data. Partial RL(MAB) for online decision systems.Distributed Model Training and Scoring on TFoS, TFJob, Spark ML etc. Big Data with PySpark pipelines.Git with CI and CD on Jenkins.Deployment: Airflow, AWS(EMR or EKS) and Python.Programming Languages; Python and SQL.Responsibilities: Data Systems : Exploring and visualizing data to gain an understanding of it. Verifying data quality, and/or ensuring it via data cleaningFeature Engineering : Defining the pre-processing or feature engineering to be done on a given dataset. Defining data augmentation pipelines and feature quality systems.Modelling: Design, develop, evaluate and deploy ML Systems that could be used to solve a given problem and ranking them by their success probability. Defining validation strategies. Analysing the errors of the model and designing strategies to overcome them.Deployment and Evaluation : Develop and deploy machine learning applications according to the requirements of the production platform. Run machine learning tests and experiments. Evaluate production models for their performance, bias and drift. Focus on building ML Products than ML models.Compensation:If you are the right fit, we believe in creating wealth for you with enviable 500 mn+ registered users, 21 mn+ merchants and depth of data in our ecosystem, we are in a unique position to democratize credit for deserving consumers & merchants and we are committed to it.India s largest digital lending story is brewing here. It s your opportunity to be a part of the story!,

Keyskills :
commissioningdata modelingbig datatroubleshootingsafetysiteinspection

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