AI/ML Senior Developer

Position's Overview Required:
The candidate would play the role of an AI/ML Senior Developer participating in Designing, Developing and validating AI/ML solutions levaraging Python / SQL for US Healthcare Customers.

Position General Duties and Tasks:
Participate in research, design, implementation, and optimization of Machine learning Models Hands on experience in Python
Help AI product managers and business stakeholders understand the potential and limitations of AI when planning new products
Build data ingest and data transformation platform
Identify transfer learning opportunities and new training datasets
Build AI models from scratch and help product managers and stakeholders understand results
Analysing 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
Defining validation strategies
Defining the pre-processing or feature engineering to be done on a given dataset
Training models and tuning their hyperparameters
Analysing the errors of the model and designing strategies to overcome them
Deploying models to production
Create APIs and help business customers put results of your AI models into operations