Interested candidates should send their CV
JOB DESCRIPTION-
Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress
Managing available resources such as hardware, data, and personnel so that deadlines are met
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
Finding available datasets online that could be used for training
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 hyperparameters
Analyzing the errors of the model and designing strategies to overcome them
Deploying models to production
Requirements
Proficiency with a deep learning framework
Proficiency with basic libraries for machine learning
Expertise in visualizing and manipulating big datasets
Ability to select hardware to run an ML model with the required latency
Expertise in using predictive analysis to predict future requirements
Excellent oral and written communication skills
Strong interpersonal skills with ability to collaborate and build a consensus in a high-pressure environment
Exp 3 years to 5 years
Salary- As per industry norms
Job Location - Pune/Bangalore/Patna- Work From Home Allowed