Mialo - Senior Data Scientist - Time Series Analysis

Mialo Technologies Pvt Ltd is a next-generation IT service provider based in Bengaluru, known for its unique and customized service offerings with a high degree of flexibility and scalability. The company provides honest, simple, and buzzword-free consulting services to a wide range of clients, including top brands and hot start-ups. With over 50 consultants serving customers in Norway, Chicago, and India, Mialo aims to help clients leverage emerging technologies to reduce costs, increase growth, and foster innovation. Job Description : Key Responsibilities : - Develop and implement predictive models to support business strategies. - Conduct time series analysis and demand forecasting to enhance planning and inventory management. - Utilize optimization techniques, including linear and non-linear curve fitting, to improve business processes. - Analyze price elasticity to inform pricing strategies and revenue management. - Lead feature engineering, model development, and deployment efforts to ensure robust model performance. - Ensure scalability of machine learning systems to handle large datasets efficiently. - Implement price optimization strategies, dynamic pricing models, and promotion analytics. - Collaborate with cross-functional teams to integrate models into production environments. - Solve complex business problems by deploying models at scale and providing actionable insights. - Monitor and evaluate model performance, making adjustments as needed to improve accuracy and effectiveness. - A Senior MLE will also work on solving complex problems by deploying models at scale. Must-Have Skills : - Experience deploying models at scale using Python, PySpark, or other distributed computing environments - Proficiency in GCP, AI Vertex, Kubernetes, Docker containers - Experience with FastAPI/Flask for deploying models as services - Airflow for orchestration - Expertise in model governance, MLOps, MLFlow, and feature store concepts Preferred Qualifications : - Ph. degree in Mathematics, Statistics, Physics, Economics, Engineering, Computer Science, Data or Information Science, or related quantitative analytic field - 3 years of experience performing predictive analytics at a large scale enterprise - Experience in SQL, PySpark, Hadoop, GCP technologies - Experience in ML Engineering framework, Feature engineering and Feature Store, MLOps, Model Management and Governance, setting up continuous learning frameworks (ref:hirist.tech)

Location: bangalore, IN

Posted Date: 10/28/2024