Data Science Specialist
3 semanas atrás
Unlock the potential of data science at 3M, a pioneer in innovation and collaboration.
About the RoleWe are seeking a highly skilled Data Science Specialist to join our Corporate Services & Operational Excellence (CSOE) Data Analytics team within Integrated Business Operations (IBO). As a key member of this team, you will focus on identifying opportunities to apply machine learning (ML) to solve complex problems such as automation, prediction, and personalization.
Key Responsibilities- Work with large datasets, including direct sales, point of sale, CRM data, and industry data, to drive business growth and operational excellence.
- Develop and implement powerful machine learning algorithms to gain predictive insights for sales estimation, AR overdue forecast, order fulfillment predicting, targeting/customer clustering, text analysis, anomaly detection, and more.
- Transform predictions into actionable prescriptions using optimization techniques and ensure that actions taken and relevant metrics are stored to achieve business value.
- Possess a bachelor's degree or higher from an accredited institution.
- Minimum of one year of combined experience in predictive and prescriptive data analytics.
- Good skills in machine learning algorithms, Python, SQL, etc., with 2+ years of experience.
- Advanced English proficiency.
- Master's degree or higher from an accredited institution.
- Strong technical expertise, including intermediate-level data processing, machine learning algorithms, programming language scripting, data visualization, basic ML Ops platform knowledge, and probability and statistics.
- Experience in customer-facing roles with good business understanding and knowledge.
- Experience working within a globally matrixed organization.
The estimated annual salary for this role is $120,000-$180,000, depending on qualifications and location. 3M offers a competitive compensation package, including benefits such as medical, dental, and vision insurance, 401(k) matching, and paid time off.
About 3MAt 3M, we apply science in collaborative ways to improve lives daily. Our employees connect with customers all around the world, driving innovation and creativity to address global challenges. Learn more about 3M's creative solutions at www.3m.com.
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