ML Researcher

You will be responsible for understanding business objectives and developing models to help achieve them, along with defining metrics to track their progress. You will manage available resources such as hardware, data, and personnel to ensure deadlines are met. Your key responsibilities will include: - 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, and identifying differences in data distribution that could affect model performance in the real world - Verifying data quality and/or ensuring it through data cleaning - Supervising the data acquisition process if additional data is required - Defining validation strategies - Defining pre-processing or feature engineering to be done on a given dataset - Defining data augmentation pipelines - Training models and tuning their hyperparameters - Analysing model errors and designing strategies to overcome them - Deploying models to production No additional details about the company were provided in the job description. You will be responsible for understanding business objectives and developing models to help achieve them, along with defining metrics to track their progress. You will manage available resources such as hardware, data, and personnel to ensure deadlines are met. Your key responsibilities will include: - 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, and identifying differences in data distribution that could affect model performance in the real world - Verifying data quality and/or ensuring it through data cleaning - Supervising the data acquisition process if additional data is required - Defining validation strategies - Defining pre-processing or feature engineering to be done on a given dataset - Defining data augmentation pipelines - Training models and tuning their hyperparameters - Analysing model errors and designing strategies to overcome them - Deploying models to production No additional details about the company were provided in the job description.