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Data Scientist - Plymouth, United States - Polaris
Description
At Polaris Inc., we have fun doing what we love by driving change and innovation. We empower employees to take on challenging assignments and roles with an elevated level of responsibility in our agile working environment. Our people make us who we are, and we create incredible products and experiences that empower us to THINK OUTSIDE.Position Title: Scientist, Data
Position Description: The Data Scientist is responsible for using their skillset to create recommendations for complex business decisions for Off-Road Vehicles (ORV) at Polaris using a wide variety of data science techniques - from exploratory data analysis to predictive analytics. In addition to advanced analytics skills, the Data Scientist is proficient at integrating and preparing large, varied datasets, designing, and implementing production algorithm scoring, and communicating results effectively to both technical and non-technical audiences. The Data Scientist's focus will be on the Off-Road Vehicles (ORV) business, and optimizing decisions related to repair order and service cases from CRM. The Data Scientist will develop advanced end-to-end analytics and technology solutions that drive value for the business and customer.
The Data Scientist will have the following responsibilities:
Ability to understand business problems and develop end-to-end data driven solutions; Extract, cleanse, and combine large datasets from multiple sources and systems; Perform exploratory and targeted analyses, with a wide variety of statistical methods including clustering, regression, decision tree/random forest, time series, neural network, and others; Collaborate cross-functionally to arrive at actionable insights; Synthesize results with business input to drive measurable change and effectively communicate technical analyses and results to business management; Integrate and productionize model results into both cloud and edge computer hardware platforms; Ensure quality of data & solutions throughout development process; Utilize existing templates to diligently write up findings and results for storage in a central location; Collect feedback from business users to continuously improve data science products.
This position permits telecommuting, occasionally reporting to Polaris's office in the Minneapolis metropolitan area, therefore, the applicant must live within a reasonable commuting distance.
Position Qualifications: This position requires a minimum of a Bachelor's degree of foreign equivalent in Applied Statistics, Mathematics, Data or Computer Science or similar field required, and 2 years of professional work experience in a predictive analytics-focused role.Additionally, a qualified applicant's experience must include the following:
(1) 2 years of experience using Python, Anaconda, R, Pandas and SQL to support data analysis in Staging and Production environments; (2) 2 years of experience using SQL, Snowflake, EDW and SnowPark for database operations in Staging and Production environments; (3) 2 years of experience using distributions, statistical testing, regression, k-NN, Naïve Bayes, SVM, Decision Forests, Forecasting and Deep Learning to effectively build predictive models; (4) 2 years of experience using Natural Language Processing Pipelines, LDA, CNN, Vader, Lemmatization and Tokenization to support natural text modelling, Classification and Sentiment Analysis; (5) 2 years of experience using Azure Databricks, Azure ML and DataRobot to maintain data pipelines and predictive models in Production Environment; (6) 2 years of experience using Python, JavaScript, RESTful APIs and HTML to build data acquisition pipeline in Azure and local environments; (7) 2 years of experience using PowerBI, Matplotlib and GGplot2 to effectively build dashboards and data visualizations; and (8) 1 year of experience documenting technical specifications of predictive models and analytical outcomes for non-technical business stakeholders.
Special Requirement: Mandatory drug testing and background checks.
Position Locations: th Avenue North, Plymouth, MN 55442
Apply online at , Requisition No. R22855
We are an ambitious, resourceful, and driven workforce, which empowers us to THINK OUTSIDE. Apply today
At Polaris we put our employees first, by offering a holistic approach to their health and financial wellbeing. Polaris is proud to offer competitive compensation, including a market-leading profit-sharing plan that is fundamental to our pay-for-performance culture.
At Polaris, employees are owners of the company through company contributions to our Employee Stock Ownership Plan and discounted employee stock purchases plan.
Employees receive a generousmatching contribution to 401(k), financial wellness education and consultation to plan for their financial future.In addition to competitive pay, Polaris provides a comprehensive suite of benefits, including health, dental, and vision insurance, wellness programs, paid time off, gym & personal training reimbursement, life insurance and disability offerings.
Through the Polaris Foundation and our Polaris Gives paid volunteer time off, we support employees who actively volunteer their time, efforts, and passions to improve the health and wellbeing of the communities in which they live, play and work.
Employees at Polaris drive our success and are rewarded for their commitment.About Polaris
As the global leader in powersports, Polaris Inc
(NYSE:
PII) pioneers product breakthroughs and enriching experiences and services that have invited people to discover the joy of being outdoors since our founding in 1954.
Polaris' high-quality product line-up includes the Polaris RANGER, RZR and Polaris GENERALTM side-by-side off-road vehicles; Sportsman all-terrain off-road vehicles; military and commercial off-road vehicles; snowmobiles; Indian Motorcycle mid-size and heavyweight motorcycles; Slingshot moto-roadsters; Aixam quadricycles; Goupil electric vehicles; and pontoon and deck boats, including industry-leading Bennington pontoons.
Polaris enhances the riding experience with a robust portfolio of parts, garments, and accessories. Proudly headquartered in Minnesota, Polaris serves more than 100 countries across the globe.EEO Statement
Polaris is an Equal Opportunity Employer and will make all employment-related decisions without regard to race, color, religion, creed, sex, sexual orientation, gender identity, national origin, age, disability, marital status, familial status, status with regard to public assistance, membership or activity in a local commission, protected veteran status, or any other status protected by applicable law.
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