Scientist- Data and Modeler III IND

Essential Responsibilities

• Statistical Analysis & Model Development Works with business partners to identify and scope new opportunities for statistical analysis applications to evaluate business performance and to support business decisions. Works internally and with I/S and Enterprise Data Management to define, secure and prepare datasets for statistical modeling. Explores data using a variety of statistical (e.g., data mining, regression, cluster analysis) techniques to answer business questions or guide future model development. Build programs for running statistical tests on data and for understanding correlation of various attributes. Builds hypotheses, identifies research data attributes and determines the best approach to address business issues. Working with business partners leads to the development of experimental design for business initiatives. Applies advanced statistical techniques, including analysis of variance, t-tests, factor analysis, regression and multivariate analyses or simulation, to analyze the effects of business initiatives. Build predictive models (e.g., logistic regression, generalized linear models) as appropriate to support business partner objectives. Builds and deploys computer vision models (e.g., image classification, object detection, segmentation) to meet business needs. Prepares testing scenarios and tests model performance. Incorporates findings and provides insights as part of model development and enhancement. Provides guidance and direction related to statistical analysis to less experienced Data Science & Analytics staff as needed. Provides peer review related to analytics methods and results. Responsible for advanced analytics, including experimental design and analysis, for the most complex business experiments.
• Works with business partners to identify and scope new opportunities for statistical analysis applications to evaluate business performance and to support business decisions.
• Works internally and with I/S and Enterprise Data Management to define, secure and prepare datasets for statistical modeling.
• Explores data using a variety of statistical (e.g., data mining, regression, cluster analysis) techniques to answer business questions or guide future model development.
• Build programs for running statistical tests on data and for understanding correlation of various attributes.
• Builds hypotheses, identifies research data attributes and determines the best approach to address business issues.
• Working with business partners leads to the development of experimental design for business initiatives.
• Applies advanced statistical techniques, including analysis of variance, t-tests, factor analysis, regression and multivariate analyses or simulation, to analyze the effects of business initiatives.
• Build predictive models (e.g., logistic regression, generalized linear models) as appropriate to support business partner objectives.
• Builds and deploys computer vision models (e.g., image classification, object detection, segmentation) to meet business needs.
• Prepares testing scenarios and tests model performance.
• Incorporates findings and provides insights as part of model development and enhancement.
• Provides guidance and direction related to statistical analysis to less experienced Data Science & Analytics staff as needed. Provides peer review related to analytics methods and results.
• Responsible for advanced analytics, including experimental design and analysis, for the most complex business experiments.
• Model Consultation, Implementation, & Communication Serves as statistical expert within the unit as well as in consultation to various areas of the business, to support design and analysis of business experiments. Leads analytics projects or components related to large, complex business initiatives. Prepare recommendations and findings for business partners. Works with research and analytics staff and other areas of the business on model application and implementation. Effectively communicates and delivers statistical and predictive model results to business partners, supporting socialization and adoption of analysis results into business activities and decisions. Assists with knowledge transfer and training in business areas regarding new analytics applications as part of implementation process. Works closely with business stakeholders to identify and answer critical questions. Assists in the development of standard analytical approaches and methodologies for the department. Provides knowledge transfer and training on new modeling and statistical analysis tools and methodologies for less experienced staff.
• Serves as statistical expert within the unit as well as in consultation to various areas of the business, to support design and analysis of business experiments.
• Leads analytics projects or components related to large, complex business initiatives.
• Prepare recommendations and findings for business partners.
• Works with research and analytics staff and other areas of the business on model application and implementation.
• Effectively communicates and delivers statistical and predictive model results to business partners, supporting socialization and adoption of analysis results into business activities and decisions.
• Assists with knowledge transfer and training in business areas regarding new analytics applications as part of implementation process.
• Works closely with business stakeholders to identify and answer critical questions.
• Assists in the development of standard analytical approaches and methodologies for the department. Provides knowledge transfer and training on new modeling and statistical analysis tools and methodologies for less experienced staff.
• Industry Research Research and maintain awareness of industry’s best practices and business strategies. Proactively brings in new and innovative ideas and approaches to develop business solutions. Research and leverage new statistical techniques and technologies to apply in their statistical research work.
• Research and maintain awareness of industry’s best practices and business strategies.
• Proactively brings in new and innovative ideas and approaches to develop business solutions.
• Research and leverage new statistical techniques and technologies to apply in their statistical research work.

Reporting Relationships

Travel

Physical Requirements

• Office Physical Requirements:
• All positions in our office require interaction with people and technology while either standing or sitting. To best service our customers, internal and external, all associates must be able to communicate face-to-face and on the phone with or without reasonable accommodation. First Solar is committed to compliance with its obligations under all applicable state and federal laws prohibiting employment discrimination. In keeping with this commitment, it attempts to reasonably accommodate applicants and employees in accordance with the requirements of the disability discrimination laws. It also invites individuals with disabilities to participate in a good faith, interactive process to identify reasonable accommodations that can be made without imposing an undue hardship.
• Potential candidates will meet the education and experience requirements provided on the above job description and excel in completing the listed responsibilities for this role. All candidates receiving an offer of employment must successfully complete a background check and any other tests that may be required.
• Equal Opportunity Employer Statement: First Solar is an Equal Opportunity Employer that values and respects the importance of a diverse and inclusive workforce. It is the policy of the company to recruit, hire, train and promote persons in all job titles without regard to race, color, religion, sex, age, national origin, veteran status, disability, sexual orientation, or gender identity. We recognize that diversity and inclusion is a driving force in the success of our company.