Senior ConsultantJob Description:
Senior Consultant-Python RRF-15-192001-0069 (https://bristleconeonline.sharepoint.com/sites/pwa/SitePages/ResourceRequestForm.aspx?RRFNO=15-192001-0069)Job Description Summary:
Machine Learning Engineer who has experience in all the processes from data collection cleaning and pre processing to training models and deploying them in production\nShould be passionate about artificial intelligence.The candidate will work on document classification problems.Skilled in Python and basic libraries for machine learning as as scikitlearn and pandas.Expertise in visualizing and manipulating big datasets. Expertise in building text processing pipeline from text to model to metrices. Understanding business objectives and developing models that help to achieve them along with metrices to track their progress.\nAnalyzing 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 \nthe model in the real world.Verifying data quality and or ensuring it via data cleaning\nDefining validation strategies\nDefining preprocessing or feature engineering to be done on a given dataset\nDefining data augmentation pipelines\nTraining models and tuning their hyperparameters\nAnalysing the errors of the model and designing strategies to overcome themInformation Security Responsibilities:
- Understand and adhere to Information Security policies, guidelines and procedure, practice them for protection of organizational data and Information System.
- Take part in information security training and act while handling information.
- Report all suspected security and policy breach to Infosec team or appropriate authority(CISO).
- Understand and adhere to the additional information security responsibilities as part of the assigned job role.