Company Name:-
IDFC FIRST Bank

Job Location:-
Mumbai, Maharashtra

Job Summary:-
Roles & Responsibilities Key / Primary Responsibilities of the Role – List the primary deliverables – Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress
Managing available resources so that project deadlines are met
Analyzing the ML algorithms that could be used to solve a busines 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
Select appropriate datasets and data representation methods
Defining validation strategies
Training models and tuning their hyperparameters
Analyzing the errors of the model and designing strategies to overcome them

Job Requirements – Experience Experience Minimum Number of Years 3+ years of experience in Machine / Deep Learning Industry Any Functional Area The desired candidate must have
Proven experience as a Machine Learning Analyst or similar role
Understanding of data structures, data modeling and software architecture
Deep knowledge of math, probability, statistics and algorithms
Ability to write robust code in Python, Pandas, Tensorflow, PyTorch
Familiarity in AWS Sagemaker or any such cloud environment will be preferred
Excellent communication skills
Ability to work in a team
Outstanding analytical and problem-solving skills Level / Capacity Individual Contributor

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