Machine Learning Senior Developer Job in Walkingtree Technologies

Machine Learning Senior Developer

Hyderabad, Telangana
Not Disclosed
Full-time
Permanent

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Job Summary

We are looking for an expert in machine learning to help us extract value from our data. You will lead all the processes from data collection, cleaning, and preprocessing, to training models and deploying them to production.

The ideal candidate will be passionate about artificial intelligence and stay up-to-date with the latest developments in the field.

Responsibilities

Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress
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

Skills

Proficiency with a deep learning framework such as TensorFlow
Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas
Expertise in visualizing and manipulating big datasets
Familiarity with Linux
Ability to select hardware to run an ML model with the required latency
Understanding of KubeFlow and Orgo workflow will definitely be an asset

Experience

Must have 8+ years of experience in IT
Should have 5+ years of relevant working knowledge of AWS Analytics
Must be comfortable with the entire AI/ML pipeline on AWS and he/she must be doing this for at least 2-years
Must have a B.Tech (Computers Science) or equivalent degree

Experience Required :

Fresher

Vacancy :

2 - 4 Hires