Qualification:-

B.Tech/M.Tech(C++ proficient)/B.E, MCA

Experience:-

3 – 6 years

Number of vacancies:- 1

Technical Skills:-

• Proficiency with a deep learning framework such as TensorFlow or Keras
• Proficiency with Python, Nodejs and basic libraries for machine learning such as deepposekit, posenet, mediapipe, scikit-learn and pandas
• Expertise in visualizing and manipulating big datasets
• Proficiency with OpenCV
• Familiarity with Linux
• Ability to select hardware to run an ML model with the required latency

Job Responsibilities:-

• 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

If interested, share your resume on careers@prototechsolutions.com or sujata.gawali@prototechsolutions.com