Wipro | Jobs | Assistant Manager – Machine Learning | BigDataKB.com | 02-04-22

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Job Location: Greater Noida

Roles and 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

Required Candidate profile

  • Hands on experience in developing and deploying the machine learning algorithms in actual business conditions across different business domains of BFSI, Digital Media, Pharma, Healthcare etc.
  • Managed a team of machine learning engineers and delivered projects meeting Customer requirements
  • Extensive knowledge of ML frameworks, libraries, data structures, data modeling and software architecture
  • In-depth knowledge of mathematics, probability, statistics and algorithms
  • Ability to select hardware to run machine learning model with the required latency
  • Expertise in visualizing and manipulating big datasets
  • Ability to write a robust code in Python, R and Java
  • Familiarity with different machine learning frameworks (like Tensorflow or Kera or PyTorch) and libraries (like scikit-learn)
  • Superb communication skills and able to handle team across different geographies
  • Excellent analytical, problem-solving skills, time management and organizational ability

Qualification and Experience

  • BSc, BCA, BE, B.Tech, MSc, MCA in Computer Science, Mathematics, Statistics field
  • Masters degree is a plus (not mandatory)
  • Certification in Machine Learning (preferred)
  • Total Experience: 5+ years
  • Relevant ML experience: 3+ years (minimum 2 years in development & deployment role)

Apply Here

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