NLP Data Scientist

2 weeks ago

Tel Aviv, Tel Aviv, Israel Tufin Full time ₪90,000 - ₪120,000 per year

Explore & Innovate: Dive into exploratory data analysis (EDA) and uncover the secrets hidden in customer data. Spearhead strategic research of new cutting-edge machine learning models.

Build & Optimize: Design solutions that align with the company's core mission by fine-tuning machine learning and GenAI models.

Integrate & Deliver: Develop robust AI modules and ML pipelines that supercharge our backend architectures.

Collaborate & Create: Work hand-in-hand with customers and product teams to deliver excellent solutions that drive business value. Generate and test working hypotheses in unexplored territories.

Qualifications

  • 3+ years of experience in machine learning, working with tabular and text data.
  • Track record of translating research projects into business impact.
  • MSc or PhD in a related field—Stats/CS/Math/EE is an advantage.
  • Experience with NLP, open-source LLMS, recommendation systems, and scalable classic ML (classifications and clustering), as well as similarity metrics.
  • Excellent interpersonal skills and a strong collaborator.
  • Solid applied statistics skills, such as descriptive statistics, distributions analysis, and statistical testing.

Proficient in Python:

  • GenAI Magic: TensorFlow, PyTorch, Hugging Face Transformers, Sentence Transformers, OpenAI API.
  • Next-Gen Tools: LangChain, LlamaIndex.
  • Data Science Essentials: Pandas, Sklearn, NumPy, SciPy, Matplotlib.
  • NLP Essentials: NLTK, SpaCy.
  • MLOps & Automation: MLflow, Kubeflow.

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