Intern, Data Science
Vistex BKV · Chicago, US
Job description
Vistex is an SAP software solutions extensions partner serving businesses of all sizes worldwide across a spectrum of industries by managing their master data, contracts, pricing, rebates and incentive programs. Our solutions provide unprecedented visibility into the breadth and depth of go-to-market programs and enable businesses with insightful information that drive revenue, control costs and increase margins. Our deep industry expertise coupled with in-house implementation, delivery and training services makes Vistex a full solutions resource and consultancy.
The charter of Vistex’ data science team is to augment the go-to-market functionality that Vistex delivers to their customers with additional intelligence. To achieve this, the data science team leverages expertise in data-driven science as well as acumen in business-to-business commerce. This data-driven science includes broad areas of data science, mathematics, statistics, econometrics, operations research, and computer science.
If you have expertise in at least one of these areas and if you are interested in becoming a well-rounded data scientist, then we are looking for you! Our goal is to provide a rewarding, hands-on internship that bridges the gap between academic theory and real-world business challenges. The opportunity to work with interns provides Vistex with fresh perspectives and current knowledge that can stimulate innovation and influence future product development, helping the organization stay ahead of emerging industry trends.
As a member of a team of Intern Data Scientists, and with the guidance of your mentor, you will get a chance to help innovate our advanced analytics tool sets. The successful candidate will work on diagnosing and framing the problem, developing proof-of-concept models and prototypes, and pitching your problem-solving process and value proposition to key stakeholders.
This can cover topics such as:
- Utilizing Causal Effect Analysis techniques to evaluate the price impacts on promotion effectiveness
- Developing a hybrid explainable modeling approach for an AI Augmented Target Price (ATP) that combines an interpretable baseline recommendation plus a machine learning-derived correction.
- Uncovering sales/purchase patterns to cluster and segment products and/or customers for enhancing forecasting models development.
- Prototype selected key functionalities of the demand modeling workflow for business users including (but not limited to)
- data steward (data aggregation, outlier detections, corrections, etc.)
- price-demand modeling varying by driver selections and model types
- scenarios of demand, parameters, or constraints
- evaluation of scenarios such as impact analysis, hold-out methods, etc.
- monitoring of drift in models and processes
The internship will result in a summary paper and a final presentation to company managers.
Responsibilities:
- Research internal and external resources
Collect information regarding your research topic from internal resources as well as external resources, including literature research and public data sets.
- Execute analytical work
This work includes tasks like data analysis, data mining, segmentation, modeling the relation between price levers and demand response, time series forecasting, and mathematical programming.
- Document, summarize and present your results.
At Vistex we greatly value your ability to present the results and findings clearly, concisely, and convincingly.
The compensation for this position is $18 to $25 hourly. Base pay will vary depending on factors including, but not limited to, a candidate’s location, job-related knowledge, skills, and work experience. In addition to the
About us: The Vistex platform helps businesses finally get control of all their different promotions, rebates, SPAs, discounts, and other incentives. With so many programs across so many partner relationships, it can be impossible to see where all the money is going, let alone how much difference it’s actually making to revenue. With Vistex, business leaders can see the numbers, see what really works, and see what to do next – so they can make sure every dollar they spend really is driving more growth, not just more costs. It’s why global enterprises ranging from Coca-Cola to Sony to Grainger rely on Vistex every day. Vistex | Now it all adds up.™
Experience
Required
- This position requires a graduate student in a quantitative science, such as (but not limited to) data science, mathematics, statistics, econometrics, operations research or computer science, and a genuine interest in the business impact of the application of advanced analytics.
- The position greatly benefits from hands-on experience with database querying and data manipulation, analytic tools, and coding experience with Python.
Education
Required
- Bachelors or better in Computer Science or related field
Preferred
- Masters or better in Computer Science or related field
Equal Opportunity Employer
This employer is required to notify all applicants of their rights pursuant to federal employment laws. For further information, please review the Know Your Rights (https://www.eeoc.gov/poster) notice from the Department of Labor.
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