Data Scientist (Beginner)
Frisco, TX 
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Posted 4 days ago
Job Description
MARS Solutions Group is looking for a Data Scientist (Level 1)
for a client. Our client is a well-known and highly respected organization seeking bright, tech-savvy talent.
Description:
* You will work with Lead Data Scientists, Data Engineers, Machine Learning Engineers, and Front-End Designers/Developers to bring ensure model excellence. The Associate Data Scientist is expected to be a quick-learner and possess a strong passion for implementing statistical, econometric, and mathematical methods to generate business outcomes. You must possess the desire to: (1) work within the context of Marketing and Media; (2) learn from both Data Science and Business leaders; (3) ensure all model requirements are met or communicate roadblocks; and (4) work in a team-first environment. We operate in a no-ego and no judgment environment-you are a Data Scientist in training and we expect you to ask questions and we are here to support you!
What you will do:
* Learn our business-baseline business knowledge is paramount to our success
* Learn and execute KDP's Marketing Mix Model and Budget Allocation Optimizer
* Work closely with lead data scientists to perform model enhancement experiments in a guided environment
* Perform exploratory data analysis and communicate anomalies
* Evaluate/Validate results and communicate findings to the agile MMM team which includes data scientists, product managers, and business analysts
* Make the connections between model outputs the business, marketplace, competitive, and economic context
* Work within a large production codebase
* Research and analyzes data to find deep relations within data to be used in the ML/AI algorithms
* Bring hypotheses to the team and assist in experimental design to test hypotheses
* Collaborate with other members of the team to support investigation across a variety of topics
* Research, recommend, and apply appropriate statistical, econometric, mathematical, and computational modeling concepts across domains
* Work to grow into a senior data scientist
You have:
* A quantitative MS/PhD
* Academic experience in deploying data science solutions
* Academic experience in Time Series modeling and the complexity of Time Series
* Academic Bayesian modeling and Bayesian inference
* An understanding of uncertainty principles in modeling and leverage distributional predictions to represent uncertainty and risk
* Collaboration skills and experience (academic or otherwise) working with cross-functional teams and effectively communicating findings and recommendations to non-technical stakeholders
* An entrepreneurial mind-set
* A team-player and a team-first mentality
* Baseline oral and written communication skills
* Baseline Data Story telling skills
* A highly detail-oriented and organized working style-ensuring model documentation excellence
* Business, economic, and financial acumen
You will stand out if you have one or more of the following:
* Participated in a real-world capstone or internship where you utilized your academic knowledge to generate business outcomes
* 1+ year of work experience in Data Analysis, Data Science, Business Analytics, Marketing, Media, Advertising, or Consulting
* The ability to quantify indirect effect of treatments utilizing Bayesian Networks or Halo Effects
* Knowledge or insight in incorporating expert qualitative business knowledge and A/B test results to adjust and tune model results
* Familiarity with conformal prediction, diffusion methods is a plus
* Academic or real-world experience with applying integer and linear optimization methods
* Knowledge and passion for the Marketing Domain
* Experience working in CPG, Media, or Retail data
* Domain knowledge on marketing and/or Market Mix Models
* Up to date and passion for staying current with various modeling techniques and a demonstrated history of utilizing champion challenger principles to ensure model
* Some computer science or product data science experience (academic or otherwise)
* Experience working with or developing large-scale codebases
* Experience working with Bit Bucket, Git, Google Cloud Platform
* Completed a thesis/dissertation, have published research, or evidence of a strong academic focus in an applied nature directly related to the job at hand

MARS Solutions Group is an IT staffing firm with access to a wide variety of jobs at various clients across the country. We operate with the consultant's best interests in mind and align them with roles that match their skills, aspirations, and interests.
MARS values our relationships with consultants. Therefore, we will stay in touch throughout the duration of the contract to ensure the job is going well and that the role meets their career development needs.

 

Job Summary
Start Date
As soon as possible
Employment Term and Type
Regular, Full Time
Required Education
Doctorate
Required Experience
1+ years
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