Senior Management Role - Machine Learning - Financial Firm

For one of "Our client", which is India's Leading Financial Firm, we are searching for professional for professional in Machine Learning for their Mumbai Office.

Role - Machine Learning

Reporting to - MD.

Location - Mumbai.

Department - Proprietary Desk - Trading.

Gist of the profile -

Responsibilities -

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

2) Managing available resources such as hardware, data, and personnel so that deadlines are met.

3) Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability.

4) 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.

5) Verifying data quality, and/or ensuring it via data cleaning.

6) Supervising the data acquisition process if more data is needed.

7) Finding available datasets online that could be used for training.

8) Defining validation strategies.

9) Defining the pre-processing or feature engineering to be done on a given dataset.

10) Defining data augmentation pipelines.

11) Training models and tuning their hyperparameters.

12) Analyzing the errors of the model and designing strategies to overcome them.

Salary as per Industry.

Interested candidate can contact - Trupti Malik.