Senior Data Scientist, AI for Business Functions
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Role details
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Job description
- Partner with product owners and business groups across business units and sales. Understand their needs clearly. Turn business problems into scalable, data-driven DS, ML, AI, and GenAI solutions. Implement these solutions in Python and cloud environments.
- Design, develop, and implement predictive and forecasting models, machine learning models, statistical analysis, and data mining techniques to address business challenges.
- Design, develop, and deploy optimization and simulation models (e.g., mathematical programming, stochastic simulation, scenario analysis, and what-if modeling) to evaluate trade-offs, optimize business decisions, and improve operational and financial outcomes across complex, multi-constraint problem spaces.
- Analyze large and complex datasets, identifying trends, patterns, and anomalies to extract valuable and actionable insights.
- Build and deploy data visualization dashboards and reports to effectively communicate insights to business leaders across different levels.
- Research and explore new data science techniques, including generative AI and large language models, to enhance business processes and decision-making.
- Contribute to data governance and infrastructure: Help maintain and improve our data infrastructure, ensuring data quality and integrity.
Requirements
- 2+ years of experience as a Data Scientist, with expertise in using advanced analytics, machine learning, and statistical modeling to solve complex business problems and drive data-informed decisions.
- Strong foundation in machine learning, data mining, and predictive analytics, including both supervised and unsupervised learning techniques, with a proven ability to translate insights into actionable outcomes.
- Advanced Python programming skills with hands-on experience using key data science libraries and frameworks such as Pandas, NumPy, Scikit-learn, TensorFlow, and PyTorch.
- Extensive experience working with large-scale datasets and cloud-based data platforms, including Snowflake, Google Cloud, AWS, and Azure, as well as data extraction and transformation using SQL and other query languages.
- Excellent analytical, communication, and presentation skills, with expertise in data visualization, data quality management, and effectively conveying complex findings to both technical and non-technical partners., * Master’s degree in Statistics, Data Science, Computer Science, Engineering, or a related field, or demonstrated equivalent experience.
- Proven ability in working alongside generative AI and large language models (LLMs) within business contexts to build AI solutions.
- Strong experience applying optimization and simulation techniques, including linear/nonlinear programming, discrete-event or Monte Carlo simulation, and scenario modeling.
About the company
Our vision is to transform how the world uses information to enrich life for all .
Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever., Micron Prohibits the use of child labor and complies with all applicable laws, rules, regulations, and other international and industry labor standards.
Micron does not charge candidates any recruitment fees or unlawfully collect any other payment from candidates as consideration for their employment with Micron.
AI alert : Candidates are encouraged to use AI tools to enhance their resume and/or application materials. However, all information provided must be accurate and reflect the candidate’s true skills and experiences. Misuse of AI to fabricate or misrepresent qualifications will result in immediate disqualification.
Fraud alert: Micron advises job seekers to be cautious of unsolicited job offers and to verify the authenticity of any communication claiming to be from Micron by checking the official Micron careers website in the About Micron Technology, Inc.
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