PulsePoint
Senior Data Scientist, AdTech (Remote, International)
Job Description
- Improving existing solutions for page contextualization or developing new techniques;
- Developing new or improving existing models of event predictions;
- New feature engineering for multiple machine learning models:
- Supply embeddings and/or segmentation, and supply quality metrics;
- Fraud detection, etc.
- Mining different data sources;
- Supporting existing codebase for data integration and production support for our core models.
Location: U.S. or EU (for EU candidates, we would expect to end days at 12-1pm EST)-We can hire as FTE in Canada, U.S., and the UK. Other countries we can hire as long-term contractorRequirements:
- 5 years minimum of experience in 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.
In addition to the above, you’ll need to 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.)
Watch this video here to learn more about our culture and get a sense of what it’s like to work at PulsePoint!Selection Process:1) Initial Screening Call (30 mins)2) Technical Pre-Screening Call with Principal Data Scientist (90 mins)4) Team Interview (three 30-minute-long sessions + three 60-minute-long sessions) 5) WebMD/IB Sr. Tech Leader (30 mins)WebMD and its affiliates is an Equal Opportunity/Affirmative Action employer and does not discriminate on the basis of race, ancestry, color, religion, sex, gender, age, marital status, sexual orientation, gender identity, national origin, medical condition, disability, veterans status, or any other basis protected by law.