Senior Data Scientist
ShiftCode Analytics
Job Title
Interview: Onsite (F2F) Visa: USC, GC, GC EAD and H4 EAD Hybrid: Summit, NJ Some with the MMM Marketing Mix Modeling experience as well. JD:
Your focus will be on developing and deploying machine learning algorithms and data mining strategies to optimize omnichannel communications for media/advertising applications, with an emphasis on generative AI applications to bring business value.
Key Responsibilities:
Strategic Collaboration and Business Impact
- Work with the business to identify and prioritize data science-driven opportunities, including those leveraging generative AI, with a focus on delivering tangible business value
- Collaborate with cross-functional teams and suppliers to guide and review modeling efforts
Model Development and Deployment
- Build, test, validate, and deploy machine learning algorithms and data mining strategies to optimize omnichannel communications media/advertising applications
- Working knowledge of Mlops process to assist bringing data science projects into production
Ongoing Analysis and Quality Assurance
- Perform exploratory data analyses and maintain robust quality checks
- Continuously monitor and refine deployed models to ensure business relevance and accuracy
What We Are Looking For
Required Qualifications
Education & Experience
- Advanced degree in statistics, mathematics, economics, or applied science
- Minimum of 5+ years of experience in analytics, data mining, machine learning and deep learning modeling with experiences or learnings to apply generative AI concepts
- Experience with online media, marketing attribution models, and adtech ecosystem is highly preferred
Technical Skills
- Strong proficiency in Python and SQL
- Working knowledge of relational database management systems
- Familiarity with advanced tools and platforms such as Apache Spark, sparkML, scikit-learn, TensorFlow, Keras, XGBoost, Databricks, Snowflake, and AWS
Soft Skills & Attributes
- Strong business acumen and a passion for achieving business value through data science, with an openness to diverse methodologies beyond advanced data science techniques
- Willingness to try new things and build from scratch to prove value, demonstrating a proactive and innovative approach to problem-solving
- Excellent communication skills with the ability to collaborate with and present to internal and external partners
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