Software Developer AIML- Bangalore

Talent Zone Consultant

KEY RESPONSIBILITIES OF THE POSITION:

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 preprocessing 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

13. Deploying models to production

Experience : 2 - 4 Years

No. of Openings : 1

Education : B.C.A, B.Tech/B.E, M.C.A, M.Tech

Role : Software Developer

Industry Type : Manufacturing / Production / Quality

Gender : [ Male / Female ]

Job Country : India