Data Scientist

3 months ago

Reading Pennsylvania Pennsylvania, Berks County, PA, United States Penske Truck Leasing Full time

Catalyst AI™ is an industry first platform that allows customers to compare, diagnose and manage their fleets using the power of data science and Penske’s deep business knowledge. This game-changing technology lets customers get apples-to-apples comparisons instead of static, aggregated industry benchmarks. Penske is the first to solve this need by leveraging AI and machine learning, robust fleet data, and our unique view on maintenance. This technology not only streamlines the fleet benchmarking process, but also delivers actionable, data-driven recommendations tailored to each customer's unique needs. In this role, you will support Catalyst AI and all the future generations of the product.

Major Responsibilities:

Data evaluation and analysis:

• Assist in identifying appropriate data sources to answer business question

• Extract, blend, cleanse, and organize data

• Visualize data

• Identify (and ameliorate) outliers and missing or incomplete records in the data

Model building and implementation

• Participate in the identification of appropriate techniques and algorithms for building model

• Create and test model

• Build application and embed model

Communication

• Engage in best practices discussions with other team members regarding modeling activities

• Discuss project activities and results with team

• Help in the documentation and presentation of project stories

Identify opportunities for savings and process improvement:

• Collaborate with various stakeholders to identify business problems

• Help conduct ROI analysis to determine project feasibility

• Help build business case to solve such business problems

• Other projects as assigned by the supervisor

Qualifications:

• Masters degree required, concentration in Engineering, Operations Research, Statistics, Applied Math, Computer Science, or related quantitative field preferred

• 1+ years experience along with a Master’s degree in data or business analytics

• 1 year of experience designing and building machine learning applications using either structured or unstructured datasets is required. Practical experience programming using Python, R or other high level scripting languages is required. Demonstrated experience with one or more machine learning techniques including logistic regression, decision trees, random forests and clustering is required. Knowledge and experience with SQL is preferred.

• Experience in the following areas:

-Machine learning (intermediate)

-Statistical modeling (elementary)

-Supervised learning (intermediate)

-Statistical computing packages (e.g., R) (elementary)

-Scripting languages (e.g., Python) (intermediate)

• Ability to collect and analyze complex data

• Must be able to translate data insights into action

• Must be able to organize and prioritize work to meet multiple deadlines

• Must be able to communicate effectively in both oral and written form

• Strong communication skills required

• Must have strong time management skills

• Regular, predictable, full attendance is an essential function of the job

• Willingness to travel as necessary, work the required schedule, work at the specific location required, complete Penske employment application, submit to a background investigation (to include past employment, education, and criminal history) and drug screening are required.

Physical Requirements:

-The physical and mental demands described here are representative of those that must be met by an associate to successfully perform the essential functions of this job. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions.

-The associate will be required to: read; communicate verbally and/or in written form; remember and analyze certain information; and remember and understand certain instructions or guidelines.

-While performing the duties of this job, the associate may be required to stand, walk, and sit. The associate is frequently required to use hands to touch, handle, and feel, and to reach with hands and arms. The associate must be able to occasionally lift and/or move up to 25lbs/12kg.

-Specific vision abilities required by this job include close vision, distance vision, peripheral vision, depth perception and the ability to adjust focus.

Penske is an Equal Opportunity Employer.

Job Category: Information Technology

Job Family: Operations

Address: 100 Gundy Drive

Primary Location: US-PA-Reading

Employer: Penske Truck Leasing Co., L.P.

Req ID: 2407966

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