Lead Data Scientist

3 weeks ago

Ahmedabad, Gujarat, India Cygnet Infotech Full time

Experience: 6 – 12 Years

Job Description:

We are looking for an expert in machine learning to help us create product/accelerators and drive as centre of excellence group.He/she should have delivered commercial grade products with 6-9 year of relevant experience in ML field.You will lead team and instrumental in ML practice establishment.You will lead all the processes from data collection, cleaning, and pre-processing, to training models and deploying them to production.The ideal candidate will be passionate about artificial intelligence and stay up to date with the latest developments in the field.

Responsibilities:

Understanding business objectives and developing models that help to achieve them, along with metrics to track their progressManaging available resources such as hardware, data, and personnel so that deadlines are metManaging Team members and mentor creating next league of team membersAnalyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probabilityExploring 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 worldVerifying 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 validation strategiesDefining the pre-processing or feature engineering to be done on a given datasetDefining data augmentation pipelinesTraining models and tuning their hyperparametersAnalyzing the errors of the model and designing strategies to overcome themDeploying models to production

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