This list contains only the countries for which job offers have been published in the selected language (e.g., in the French version, only job offers written in French are displayed, and in the English version, only those in English).
As a member of our Data Science Engineering team, the Sr. Machine Learning Engineer, AdTech will focus on optimizing real-time bidding strategies and auction mechanics to efficiently spend ad budgets and deliver against campaign targets.
Job Responsibility:
Analyzing and optimizing real-time bidding strategies and online auction mechanics
Developing new or improving existing models of event predictions
New feature engineering for multiple machine learning models: User embeddings and clustering
fraud detection, etc.
Cross-device user identification, cookieless mechanisms development
Mining different data sources
Supporting existing codebase for data integration and production support for our core models.
Requirements:
5 years minimum of experience in machine learning/data science
Key Skills: Python, Algorithms, Optimisation, NLP, Data Mining, Statistical Analysis, Neural Networks, Generalised Linear Regression, Multiclass Classification, Java, R
Advanced knowledge of Python using standard DS packages (numpy/pandas/scikit, etc.)
Being able to optimize and speed-up code.
3+ years of RTB Auction or similar online technologies.
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.)
Welcome to CrawlJobs.com – Your Global Job Discovery Platform
At CrawlJobs.com, we simplify finding your next career opportunity by bringing job listings directly to you from all corners of the web. Using cutting-edge AI and web-crawling technologies, we gather and curate job offers from various sources across the globe, ensuring you have access to the most up-to-date job listings in one place.
We use cookies to enhance your experience, analyze traffic, and serve personalized content. By clicking “Accept”, you agree to the use of cookies.