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Über
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
Wünschenswerte Fähigkeiten
- Deep Learning
- Machine Learning
- Python
- SQL
- Scikit-learn
- TensorFlow
Berufserfahrung
- Machine Learning
- Data Scientist
Sprachkenntnisse
- English
Hinweis für Nutzer
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