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Senior Machine Learning Engineer (NLP)
in PulsePoint
8 000 — 12 000 $/month net
Technologies / Tools
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.
Responsibilities
As a member of our Data Science Engineering team, the Machine Learning Engineer, Natural Language Processing, will focus on the following: improving page contextualizer technology — work with healthcare topics detection algorithms, keywords/phrases extraction, general and aspect-based sentiment analysis.
You should be able to sign a contract and legally receive payment from our US entity.
In addition to the above, you will work on
- Improving existing or developing new traffic segmentation algorithms and estimations of bid landscapes within each segment.
- Optimizing real-time bidding strategies and auction mechanics to efficiently spend ad budgets delivering campaign targets given various constraints.
- Supporting and enhancing the existing work on health user profiling, prediction, and targeting tools.
- Contributing to projects relating to patient/physician identity for cross-device tracking, profiling, and targeting.
- Supporting existing codebase for data integration and production support for our core models.
What you’ll need
- 5+ years of NLP or relevant contextualization experience.
- Advanced knowledge of Python using Numpy & Pandas.
- Experience using PyTorch or TensorFlow.
- Ability to optimize and speed up code.
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.
About company PulsePoint
PulsePoint — глобальная программная рекламная платформа со специализированным опытом в области здравоохранения, объединяет науку программного таргетинга, распространения и оптимизации с искусством взаимодействия с брендом.