Principal Data Scientist (Demand Forecasting) Texas Instruments

8.0 - 12.0 years

0 Lacs

karnataka

On-site

As a Data Scientist at Texas Instruments, you will be a key player in the Demand Analytics team, focusing on shaping and executing demand planning and inventory buffer strategies. Working alongside a team of technical professionals, including application developers, system architects, data scientists, and data engineers, you will be responsible for solving complex business problems through innovative solutions that drive tangible business value. Your role will involve portfolio management for demand forecasting algorithms, generation of inventory buffer targets, segmentation of products, simulation/validation frameworks, and ensuring security and interoperability between capabilities. Key Responsibilities: - Engage strategically with stakeholder groups to align with TI's business strategy and goals - Communicate complex technical concepts effectively to influence final business outcomes - Collaborate with cross-functional teams to identify and prioritize actionable insights - Build scalable and modular technology stacks using modern technologies - Conduct simulations with various models to determine the best fit of algorithms - Research, experiment, and implement new approaches and models in line with business strategy - Lead data acquisition and engineering efforts - Develop and apply machine learning, AI, and data engineering frameworks - Write and debug code for complex development projects - Evaluate and determine the best modeling techniques for different scenarios Qualifications: Minimum requirements: - MS or PhD in a quantitative field or equivalent practical experience - 8+ years of professional experience in data science or related roles - 5+ years of hands-on experience developing and deploying time series forecasting models - Deep understanding of supply chain concepts like demand forecasting and inventory management - Proficiency in Python and core data science libraries - Experience taking machine learning models from prototype to production Preferred qualifications: - Experience with MLOps tools and platforms - Practical experience with cloud data science platforms - Familiarity with advanced forecasting techniques and NLP - Strong SQL skills and experience with large-scale data warehousing solutions About Texas Instruments: Texas Instruments is a global semiconductor company that designs, manufactures, and sells analog and embedded processing chips for various markets. At TI, we are passionate about creating a better world by making electronics more affordable through semiconductors. Our commitment to innovation drives us to build technology that is reliable, affordable, and energy-efficient, enabling semiconductors to be used in electronics everywhere. Join TI to engineer your future and collaborate with some of the brightest minds to shape the future of electronics. Embrace diversity and inclusion at TI, where every voice is valued and contributes to our strength as an organization. If you are ready to make an impact in the field of data science, apply to join our team at Texas Instruments.,

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