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NLP Tech Lead

vor 2 Monaten

Deutschland DeepRec Vollzeit

At DeepRec, we're revolutionizing education with cutting-edge technology. As our NLP Tech Lead, you'll play a crucial role in crafting personalized, effective, and inspiring educational experiences online and through our sales channels.

Key Responsibilities:

  • Develop and Innovate: Lead the development and implementation of predictive models for advanced dynamic recommender systems and content creation, using customer data to enhance personalized sales experiences.
  • Analyse and Understand: Design and execute sophisticated analytical algorithms, such as semantic clustering or attribution methods, to gain deep insights into user personas and customer requirements.
  • Build and Optimize: Contribute to the creation and continuous improvement of an AI-powered Sales Tech infrastructure, including training and deployment pipelines.

Your Profile:

  • Experience: At least 5 years as a Data Scientist or Machine Learning Engineer, with a focus on recommender systems and time-series analysis.
  • Leadership: At least 2 years experience leading NLP teams.
  • Technical Skills: Expertise in attention-based models applied to graph-based or sequential data, and proficiency in Python and the broader data science toolkit.
  • Deployment Expertise: Proven experience in deploying models to production using cloud platforms like AWS, Azure, or GCP, along with a strong understanding of CI/CD processes, Docker, Kubernetes; familiarity with Kafka is a plus.
  • Database Knowledge: Strong proficiency in database management, including both SQL and NoSQL systems.

We're looking for a talented individual who can drive innovation and excellence in our NLP team. If you're passionate about AI, machine learning, and education, we'd love to hear from you.