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PulsePoint

Senior Data Scientist (Bidding)

в PulsePoint

8 000 —‍ 12 000 $/мес на руки

📍 ЕС, Великобритания, СШАПолная удалёнкаПомощь с переездом
Специализация
Data Science / Machine Learning
Уровень
Senior

PulsePoint is a fast-growing healthcare technology company (with adtech roots) using real-time data to transform healthcare. We help brands and agencies interpret the hard-to-read signals across the health journey and unify these digital determinants of health with real-world data to produce the most dimensional view of the customer. Our award-winning advertising platforms use machine learning and programmatic automation to seamlessly activate this data, making marketing, predictive analytics, and decision support easy and instantaneous.

As a member of our Data Science Engineering team, you will focus on optimizing real-time bidding strategies and auction mechanics to efficiently spend ad budgets and deliver against campaign targets.

Stack

PythonNumPy/Pandas/Scikit

In addition to the above, you will work with the greater Data Science/Engineering teams on

  • Analyzing and optimizing real-time bidding strategies and online auction mechanics.
  • Developing new or improving existing models of event predictions.
  • User embeddings and clustering.
  • Fraud detection, etc.
  • Cross-device user identification, cookieless mechanism's development.
  • Mining different data sources.
  • Supporting existing codebase for data integration and production support for our core models.

Requirements

  • 5+ years of experience in Data Science.
  • Key Skills: Python, Algorithms, Optimisation, NLP, Data Mining, Statistical Analysis, Neural Networks, Generalised Linear Regression, Multiclass Classification.
  • Advanced knowledge of Python using standard DS packages (NumPy/Pandas/Scikit, etc.).
  • Being able to optimize and speed-up code.
  • Have strong knowledge in the following areas.
  • Algorithms and Data Structures (e.g., sorting, search tree, binary heap, trie, time & mem complexities of algorithms).
  • Probability and Statistics (e.g., hypothesis testing).
  • Markov process and its stationary distributions, stochastic matrix and its properties; Bayesian inference.
  • ML & DS (e.g., dimensionality reduction, geometry of PCA/SVD and of L1/L2 regularisation, decision trees and their ensembles, collaborative filtering, Thompson sampling/MCMC, Neural Networks, etc.).

We offer

  • Remote work. Relocation to EU/UK/US is negotiable (depends on your current location and legal status).
  • Salary: 8-12k USD/month, higher figures may be negotiated.
  • US holiday schedule.
  • 21 days of vacation.
Петр Кузин Tech Recruiter
PulsePoint

О компании PulsePoint

Сфера
Медиа
Инвестиции
$25-50М
Размер
201 - 500

PulsePoint — глобальная программная рекламная платформа со специализированным опытом в области здравоохранения, объединяет науку программного таргетинга, распространения и оптимизации с искусством взаимодействия с брендом.

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