23 часа назад
Senior ML Engineer (Machine Learning)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior ML Engineer (Spark/Scala/Python): Developing machine learning solutions for marketing automation, including advertising optimization and personalized push notifications and emails, with an accent on end-to-end model development and high-load distributed systems. Focus on analyzing raw data, formulating hypotheses, training and deploying models, and building recommendation or search systems.
Location: Lisbon, Portugal; office-first with the possibility to work remotely for 52 days per year
Company
operates a global cross-border e-commerce marketplace and provides related B2B, analytics, and pharmaceutical marketplace products.
What you will do
- Develop machine learning solutions for the Marketing Automation team.
- Automate external marketing activities, including advertising purchases.
- Optimize internal marketing through push notifications and email communications.
- Analyze raw data, formulate hypotheses, create models, run experiments, and deploy results into production.
- Build and maintain infrastructure and tools supporting effective marketing.
- Develop and debug distributed, high-load applications and write testable code.
Requirements
- Strong knowledge of fundamental algorithms and data structures, including implementation with standard libraries.
- Experience developing and debugging distributed, high-load applications in at least one programming language.
- Industry experience in machine learning, including linear models, GBDT, DNN, statistics, and end-to-end ML development.
- Experience with the marketing automation technology stack: Spark, Scala, Python, Airflow, and Go.
Nice to have
- Experience developing recommendation or search systems.
- Experience training neural network models.
- Experience with Spark, Cassandra, Mongo, or Kafka data sources.
- Knowledge of Go.
Culture & Benefits
- Health insurance, including dental care, for employees and their children.
- Daily meal allowance and 100% paid sick leave.
- Full relocation assistance for employees and their families.
- Access to a wide range of AI tools and licenses.
- Professional training, promotion opportunities, and English and Portuguese courses.
- International collaboration with colleagues across Portugal, Brazil, Latvia, and China, plus team-building and knowledge-sharing activities.
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