Data Scientist
3 weeks ago
Role and Responsibilities
· Design, develop, implement, and maintain AIML products to solve specific business problems
· Optimize the existing codes using advanced programming skills
· Execute AIML POC projects
· Collaborate with various stake holders (Data engineers, Cloud Engineers, Bas) in the practice to deliver optimal outcomes
· Work on various cloud platforms includes AWS, AZURE and GCP
· Work on big-data tools (PySpark)
· Design and develop ML pipelines includes feature engineering, model training & testing, model health monitoring and deployments
· Create reports, projections, models, and presentations to support business strategy and tactics
· Exercise independent judgment and decision making on complex issues regarding job duties and related tasks, and work under minimal supervision, use independent judgment requiring analysis of variable factors and determining the best course of action.
Qualifications and Education Requirements
· Master's Degree (Data Science/statistics/Mathematics/Computer Science) 5+ years of experience, or equivalent experience with a Bachelor’s degree
· Proficiency in programming, preferably Python, R, and SQL (PostgreSQL MySQL/) and NoSQL (MongoDB)
· Experience of Advanced programming in python/R/Spark includes developing multi-threading and Parallel Processing
· Experience in designing, developing, implementing and deploying ML products
· Experience in using mathematics, statistics, modeling, business analysis, and technology to transform high volumes of complex data into advanced analytic solutions
· Demonstrated experience in AI Implementation and ML modeling problems of diverse scope and complexity
· Experience in Supervised and Unsupervised ML models training, testing and Validations
· Experience in developing, maintaining, and collecting structured and unstructured data sets for analysis and reporting
· Experience in creating reports, projections, models, and presentations to support business
· Ability to exercise independent judgment and decision making on complex issues regarding job duties and related tasks
· Ability to works under minimal supervision, using independent judgment
· Experience of working in agile & CICD environment
Preferred Skills
· PhD in Math/Stat/Computer science/Data Science/Engineering
· Previous experience in IOT industry
· Experience in leading/ mentoring
· Experience in Hadoop
· Experience in Kafka Streaming
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