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Quality Assurance (QA) Lead

2.00 to 11.00 Years   Noida   03 Apr, 2022
Job LocationNoida
EducationNot Mentioned
SalaryNot Disclosed
IndustryIT - Software
Functional AreaGeneral / Other SoftwareTesting
EmploymentTypeFull-time

Job Description

    Roles & Responsibilities: Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world Verifying data quality, and/or ensuring it via data cleaning Supervising the data acquisition process if more data is needed Defining validation strategies Defining the preprocessing or feature engineering to be done on a given dataset Defining data augmentation pipelines Training models and tuning their hyper-parameters Analyzing the errors of the model and designing strategies to overcome them Deploying models to production Qualifications: BSc, BCA, BE, BTech, MSc, MCA in Computer Science, Mathematics, Statistics field Master s degree is a plus (not mandatory) Certification in Machine Learning Any other related certification is a plus Total Experience: 8+ years Relevant ML experience: 3+ years (minimum 2 years in development & deployment role),

Keyskills :
data qualitydata cleaningcomputer sciencemachine learningdata acquisitionbscsciencetrainingpipelinesstatisticsvalidationalgorithmsdeploymentengineeringmathematicssupervisionperformance

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