Description
We can’t predict what the future holds, but we know Texas Instruments will have a part in shaping it.
As the Manager of TI’s Demand Analytics team, you will play a pivotal role in shaping and executing our demand planning and inventory buffer strategies. You will be leading a team of highly technical professionals that will consists of application developers, system architects, data scientists and data engineers. This role will be responsible for driving the development of innovative solutions that solve complex problems and deliver tangible business value. This position requires a dynamic leader with a strong technical background in AI/ML, simulation solutions, strategic thinking, and a passion for driving results. This team is responsible for: portfolio management for demand forecasting algorithms, generation of inventory buffer targets, segmentation of TI’s products and simulation/validation frameworks, defining specs/reference architectures to best achieve business outcomes and ensuring security and interoperability between capabilities.
Roles and Duties:
Org strategy:
Set a strategic multi-year roadmap that will transform the space leveraging technology, resources, and architecture for radically simple data flows, integration and outcomes
Balance existing systems with end state and define the best path to achieve the end state. Drive execution and operational excellence together.
Talent management:
Lead and develop a team of data scientists, data engineers, application developers and system architects focused on demand analytics and integration of data and systems into the wider supply chain systems
Build passion for innovation, curiosity, collaboration and data first mindsets within the team and bring this passion to the wider technical community within IT at TI
Stakeholder engagement:
Work collaboratively and strategically with stakeholder groups to achieve TI business strategy and goals
Communicate complex technical concepts and influence final business outcomes with stakeholders effectively.
Partner with cross-functional teams to identify and prioritize actionable, high-impact insights across a variety of core business areas
Technology and platforms:
Build simple, scalable and modular technology stacks using modern technologies and software engineering principles.
Simulate real world scenarios with various models and approaches to determine best fit of algorithms by varying the inputs across hundreds to thousands of variables
Research, experiment and implement new approaches and models that flex with the business strategy transformations
Qualifications
Minimum requirements:
Bachelor’s degree in Computer Science, Software Engineering, Mathematics, Data Science or equivalent fields, preferred MS or PhD in Data Science or related fields.
5 years of relevant professional experience
Experience in Supply Chain in the Semiconductor, Retail, or Pharmaceutical industries or experience in demand forecasting techniques, algorithms and their practical applications
Preferred qualifications:
2 years as a technical leader of a data science or data engineering team
2 years as an individual contributor doing applied AI or ML or advanced analytics
5 years’ experience in application/software development or extensive use of Python or data engineering platforms
Expert knowledge and experience in NLP, LLMs, predictive and prescriptive analytics approaches
Deep understanding of machine learning (ML) techniques including but not exhausted to clustering, classification, regression, decision trees, neural nets, support vector machines, genetic algorithms, anomaly detection, association rules, sequential pattern discovery and deep learning
Exemplary communication skills; oral and written, with ability to translate complex statistical and quantitative analysis into simple real-real world inferences, telling the story through data, for both technical and non-technical audiences
Expert level analytical and problem-solving skills with attention to detail
Ability to motivate a team and operate effectively in an environment with high volumes and tight deadlines across a variety of business partners and technical contributors.
Why TI?
Engineer your future. We empower our employees to truly own their career and development. Come collaborate with some of the smartest people in the world to shape the future of electronics.
We’re different by design. Diverse backgrounds and perspectives are what push innovation forward and what make TI stronger. We value each and every voice, and look forward to hearing yours. Meet the people of TI
Benefits that benefit you. We offer competitive pay and benefits designed to help you and your family live your best life. Your well-being is important to us.
About Texas Instruments
As a global semiconductor company, we design, manufacture, test and sell analog and embedded processing chips to nearly 100,000 customers. Our products enable electronics everywhere and in things you experience every day – from health care, smart homes and connected cars to drones, smart phones and more. Our passion to create a better and more sustainable world by making electronics more affordable through semiconductors drives us to make our technology smaller, more efficient, more reliable and more affordable.
Status Regular
Job: Information Technology
Primary Location: IN-KA-Bengaluru
Work Locations: Bangalore > IND, Bangalore-NRE Bengaluru 560066
Req ID: 240006P4
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