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10 Aarki Jobs
Staff Data Scientist
Aarki
posted 1mon ago
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Job Description
- Design, develop, and implement advanced machine learning algorithms and data pipelines at scale for optimizing programmatic advertising, including user response prediction, bid landscape forecasting, fraud detection, and budget pacing strategies.
- Conduct applied research and leverage findings to enhance our platform s performance and address complex business challenges.
- Develop and maintain a framework for performance evaluation and iterative development to ensure continuous improvement and innovation.
- Contribute to the development of technical solutions and collaborate with cross-functional teams to ensure alignment with business goals and KPIs.
- Collaborate with product, engineering, and business stakeholders to integrate machine learning models into production systems and applications.
- Focus on driving innovation, ensuring that machine learning models meet business objectives and exceed performance expectations.
Skills Experience
- Minimum of 7 years in data science, with a proven track record of delivering end-to-end, production-grade machine learning solutions across domains such as deep learning, recommender systems, optimization algorithms, and Bayesian inference.
- Expertise in Python and experience with libraries like TensorFlow/PyTorch, Scikit-Learn, XGBoost, Spark, and SQL.
- Experience with deploying machine learning models to production systems.
- Strong problem-solving skills, with a deep understanding of probability, statistics, numerical optimization, and stochastic methods.
- Familiarity with real-time bidding (RTB), auction theory, and high-throughput, low-latency environments is a plus.
- Experience with additional programming languages (Rust, C++, C#, Java, or Scala) and large-scale data processing systems is a plus.
- Bachelors in Mathematics, Physics, Computer Science, or a related technical field. Master s or Ph.D. preferred.
Employment Type: Full Time, Permanent
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