Python Developer

Luxsh Technologies

4 - 5 years

3 - 5 Lacs

Vadodara

Posted:2 months ago| Platform:

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Skills Required

Pytorch Pandas Machine Learning Scikit-Learn TensorFlow CNN Google Cloud Services Azure Cloud Services Linear Algebra

Work Mode

Work from Office

Job Type

Full Time

Job Description

PRIMARY RESPONSIBILITIES:

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
Analysing 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 pre-processing or feature engineering to be done on a given dataset
Defining data augmentation pipelines
Training models and tuning their hyper parameters
Analysing the errors of the model and designing strategies to overcome them Deploying models to production

Key SKILL:

Proficiency with a deep learning framework such as TensorFlow
Proficiency with Python and basic libraries for machine learning such as scikit-learn, pandas and pytorch
Expertise in visualizing and manipulating big datasets
Deep knowledge of Math (Linear Algebra), CNN and algorithms
Run models in cloud environments Google or Azur

EXPERIENCE:

4-5 years of experience in machine learning related projects.

EDUCATION AND EXPERIENCE REQUIREMENTS:

Bachelors or Masters degree in a computer field

LOCATION:

JOB TIMING:

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Python Developer

Vadodara

4.0 - 5.0 yrs

INR 3 - 5 Lacs

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