Data Scientist - SQL/Python

Role Area : Data Scientist Job description : - Proven track record in the research, data science and engineering around building and shipping machine learning or statistical models that scale to high volumes of data (billions of data points) - Proficiency with Python and SQL - Experience using key ML libraries including scikit-learn, tensorflow , pytorch , sparkml - Experience with data fusion and data cleansing techniques for creating labelled data sets - Experience with developing synthetic data sets using generative and statistical modelling techniques - Understanding of classical ML and DNN modelling techniques for supervised and unsupervised learning and sequence modelling. - Understanding of 3 of either PGMs, RL, GNN, statistical modelling, or time series modelling - Understanding of ensembles and multi modal machine learning techniques to solve complex problems - Familiarity of large-scale distributed systems and related technologies such as Spark, Elasticsearch, Kubernetes, etc. is a plus - Familiarity with cloud platforms (we use AWS here) and automation technologies (e.g., Kubernetes, Jenkins, Chef, etc.) is a plus - Familiarity with the information/cyber security domain is a plus Responsibilities : - Analyze and correlate complex data from multiple sources - Perform exploratory data analysis to gain deeper understanding of the data - Work with stakeholders, including domain experts and product, to understand use cases and domain-specific problems and identify opportunities for applying machine learning to drive outcomes - Develop tools and algorithms for generating synthetic data sets - Define KPIs to measure model performance - Develop and test statistical and machine learning models for efficacy and operational impact - Write production quality code and work with other software engineering teams to deploy models into production - Support deployed models as a subject matter expert - Be creative and engineer novel features and methods to push beyond our current capabilities Security Requirements : - Conducts duties and responsibilities in accordance with AW s Information Security policies, standards, processes, and controls to protect the confidentiality, integrity, and availability of AW business information assets. - Must pass a criminal background check and an employment verification as a condition of employment. (ref:hirist.tech)

Location: in, IN

Posted Date: 11/24/2024