Sr. Data Scientist Job in Red Bixbite Solutions Pvt Ltd.
Sr. Data Scientist
Red Bixbite Solutions Pvt Ltd.
4+ weeks ago
- Pune, Pune Division, Maharashtra
- Not Disclosed
- Full-time
Job Summary
- Develop applications in machine learning and artificial intelligence. Selecting features, building and optimizing classifiers using machine learning techniques.
- 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 pre-processing 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
Experience Required :
3 to 5 Years
Vacancy :
2 - 4 Hires
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