Data Scientist II - ML & Predictive Analytics for Operations

Gentex Corporation; United States; Vor Ort; USD 100.000 - 130.000; Vollzeit

Zusammenfassung

Gentex Corporation in the United States is seeking a Data Scientist II to apply statistical methods and machine learning to build predictive models, analytics, and data features that unlock value from operations data.

You will collaborate with business leaders, assist with data collection and cleaning, develop models to cut costs, deploy algorithms, and present findings to leadership while guiding engineering teams on localized ML projects.

Qualifikationen

• Four-year degree in Data Science, Statistics, Mathematics, or a related field.
• 3–6 years of experience creating machine learning models and algorithms.
• Proficiency in Python and related data science packages.
• Proficiency in SQL and data management.
• Proficiency in Microsoft Office.

Aufgaben

• Collaborate with business leaders to evaluate project benefit and feasibility.
• Assist with organizational data collection, cleaning, and maintenance.
• Mine data to identify trends, patterns, and data quality gaps.
• Derive an understanding of data significance through ad-hoc analytics.
• Create new data features based on existing data to improve modeling.
• Develop machine learning models to facilitate operational cost improvement efforts.
• Assist with deployment of algorithms using developed machine learning models.
• Create understandable synopses of developed models and algorithms.
• Present findings, improvements, and cost savings to business leaders.
• Teach and guide engineering staff in localized machine learning projects.

Kenntnisse

Analytical thinking

Project management

Communicating Effectively

Nimble learning

Diagnostic information gathering

Ausbildung

Four-year degree in Data Science, Statistics, Mathematics, or a related field

Tools

Python data science stack

SQL

Excel / Microsoft Office

Snowflake

Dataiku

Spark

R

Kubernetes

Docker

GIT

Jobbeschreibung

Gentex Corporation in the United States is seeking a Data Scientist II to apply statistical methods and machine learning to build predictive models, analytics, and data features that unlock value from operations data.

You will collaborate with business leaders, assist with data collection and cleaning, develop models to cut costs, deploy algorithms, and present findings to leadership while guiding engineering teams on localized ML projects.