
Ad Optimization Expert
5 days ago
About the Position:
We are seeking a highly skilled Data Analyst to join our team, responsible for developing and implementing advanced statistical and machine learning models to optimize ad matching and revenue growth.
Main Responsibilities:
- Design and build prototype solutions using information retrieval, NLP, and machine learning techniques to scale and improve ad matching algorithms.
- Analyze and extract relevant information from large amounts of historical data to inform business decisions.
- Work with engineering teams to implement prototype solutions and design model performance metrics.
- Identify areas of improvement and develop research agendas to execute on cutting-edge algorithms and tools.
- Critically evaluate existing ML algorithms and creatively apply them to complex practical problems.
Required Skills and Qualifications:
- PhD/Research Degree or BS/MS in Computer Science, Statistics, Artificial Intelligence, Machine Learning, Operations Research, or related field.
- 3-5 years of experience in building Machine Learning/AI/Information Retrieval models.
- Extensive knowledge and practical experience in machine learning, data mining, artificial intelligence, statistics.
- Excellent analytical and problem-solving abilities.
- Good knowledge of scientific programming in Python.
- Experience with Apache Spark is desired.
- Excellent verbal & written communication skills.
Bonus Points:
- Publications or presentation in recognized Machine Learning and Data Mining journals/conferences such as ICML.
- Knowledge in several of the following: Math/math modeling, decision theory, fuzzy logic, Bayesian techniques, optimization techniques, statistical analysis of data, information retrieval, natural language processing, large scale data processing and data mining.
- Ability to deal with ambiguity & break them down into research problems.
- Strong theoretical and research acumen.
About Us:
We are a leading global ad tech company that focuses on creating the most transparent and efficient path for advertiser budgets to become publisher revenue. Our proprietary contextual technology is at the forefront of enhancing Programmatic buying, the latest industry-standard in ad buying for digital platforms.
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