Job Specifications
Overview
Konica Minolta Business Solutions
About the Role
We're seeking a highly skilled and curious Data Scientist to join our team and drive impactful insights through advanced modeling, experimentation, and data storytelling. This role is ideal for someone who thrives at the intersection of statistical rigor, machine learning, and business strategy.
Responsibilities
Key Responsibilities
Develop and deploy predictive models using techniques such as GLMs, regression, classification, and time series forecasting (ARIMA, Prophet).
Engineer and select features to optimize model performance and interpretability.
Evaluate models using metrics like ROC/AUC, precision/recall, and calibration.
Conduct A/B testing and design experiments (DOE) to validate hypotheses and optimize processes.
Apply causal inference methods (e.g., propensity scores, DAGs) to uncover relationships and drive decision-making.
Build interpretable models using SHAP and LIME to explain predictions and support stakeholder understanding.
Create dashboards and reports in Looker, leveraging LookML for semantic modeling.
Communicate insights through compelling data storytelling tailored to technical and non-technical audiences.
Collaborate cross-functionally to identify opportunities for data-driven improvements.
Tools & Technologies
Programming: Python (NumPy, pandas, scikit-learn, TensorFlow, PyTorch), SQL (BigQuery dialect)
Version Control & Deployment: Git, Docker
Notebooks & Platforms: Jupyter Notebooks, Vertex AI Workbench
Visualization & BI: Looker, LookML
Qualifications
Preferred Experience
Built predictive maintenance models using survival analysis and time-to-failure regression, improving equipment uptime by 18%.
Applied multivariate regression and PCA to identify key process variables affecting product quality.
Designed and executed factorial experiments with ANOVA for production optimization.
Developed interpretable models using SHAP to explain variability in defect rates across production lines.
What We're Looking For
Strong foundation in statistical modeling and machine learning.
Proven ability to translate complex data into actionable insights.
Experience working with large datasets and cloud-based data warehouses.
Excellent communication skills and a collaborative mindset.
Ready to make an impact with data? Apply now and help us shape smarter decisions through science and storytelling.
Data Scientist in Ramsey, New Jersey | Konica Minolta Business Solutions, U.S.A., Inc.
About Us
Konica Minolta Business Solutions' (Konica Minolta) journey started more than 150 years ago, with a vision to see and do things differently. The company partners with clients to Give Shape to Ideas by supporting their digital transformation through its expansive Intelligent Connected Workplace portfolio. Its business technology offerings include IT Services, intelligent information management, video security solutions and managed print services, as well as office technology and industrial and commercial print solutions. 2025 marks Konica Minolta's 20th anniversary in production print, for which it celebrates "20 Years of Excellence, Innovation and Impact," and continues to lead the way in digital commercial printing. This year also commemorates 20 years of Konica Minolta's bizhub brand. Over the past two decades, the bizhub series has revolutionized office technology and redefined how businesses operate. It has continuously evolved to meet the needs of modern workplaces, fueled by advances in technology and a commitment to innovation. Konica Minolta is proud to be ranked on the Forbes 2025 America's Best Large Employers list, included on CRN's MSP 500 list numerous times; recognized as the #1 Brand for Customer Loyalty in the MFP Office Copier Market by Brand Keys for eighteen consecutive years and presented with Keypoint Intelligence's BLI 2025 and 2021 A3 Line of The Year and BLI 2021-2023 Most Color Consistent A3 Brand Awards for its bizhub One i-Series. For more information, please visit Konica Minolta online and follow it on Facebook, YouTube, LinkedIn and Twitter.
Konica Minolta operates on a North American Shared Services model, which aligns cross-border priorities and enhances delivery to its field organization. This combines service functions in the U.S. and Canada, ultimately providing more resources to support areas such as sales administration, logistics and supply chain, marketing, product planning, finance, IT, HR and legal.
Au sujet de Konica Minolta
Solutions d'affaires Konica Minolta (Konica Minolta) a entame son parcours il y a plus de 150 ans, avec la volonte de voir et de faire les choses autrement. Elle fait equipe avec ses clients pour donner forme a leurs idees en appuyant leur transformation numerique grace a un riche portefeuille de solutions pour un milieu de travail connecte et fute. Parmi ses technologies d'affaires, on retrouve des services de TI, la gestion intelligente de l'information, des solutions de secu
About the Company
Konica Minolta Business Solutions U.S.A., Inc. is revolutionizing the Workplace of the Future(tm). From intelligent automation and security solutions to cutting-edge print technology, we help organizations streamline workflows, safeguard data, and drive productivity. With a 150-year legacy of innovation and a future fueled by AI, cloud, and IoT, we empower businesses of all sizes to work smarter. Whether it's optimizing document management, strengthening IT infrastructure, or pushing the boundaries of print possibilities, we...
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