AIML

Machine Learning Developers are primarily concerned with designing and developing machine learning systems and applications.
Machine Learning Developer, you will be responsible for designing and implementing machine learning algorithms, predictive models and data mining algorithms.Extending existing ML libraries and frameworksUnderstanding business objectives and developing models that help to achieve themProcessing, cleaning, and verifying the integrity of data used for analysisCreating automated anomaly detection systems and constant tracking of its performanceImplementing suitable AI/ML algorithms to solve specific problemsVerifying data quality, and/or ensuring it via data cleaningSupervising the data acquisition process if more data is neededFinding available datasets online that could be used for trainingDefining the preprocessing or feature engineering to be done on a given datasetDefining data augmentation pipelinesStudy and transform data science prototypesDesign machine learning systemsResearch and implement appropriate machine learning algorithms and toolsDevelop machine learning applications according to requirementsSelect appropriate datasets and data representation methodsRun machine learning tests and experimentsPerform statistical analysis and fine-tuning using test resultsExtend existing machine learning libraries and frameworksProven experience as a Machine Learning Developer or similar roleUnderstanding of data structures, data modeling and software architectureDeep knowledge of math, probability, statistics and algorithms