Senior Data Scientist (NLP & GenAI)

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SeniorFull-time·B2B
#407230·Dodano 5 dni temu·0
Źródło: justjoin.it
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Tech Stack / Keywords

Gen AIAzureDatabricksSQLPython

Firma i stanowisko

Our consumer intelligence platform transforms billions of data points into strategic insights for global brands such as Coca Cola, Unilever, and Bayer.

Wymagania

• 2-4+ years in data science and machine learning roles with production model development • 1-2+ years focused on NLP tasks such as sentiment analysis, classification, or topic modeling • 1+ years working with LLMs including prompt engineering, fine-tuning, or RAG implementations • At least one model deployed to production or used in business decisions • 2-3+ years using Python in production ML environments • Proficiency with ML/NLP libraries such as scikit-learn, Hugging Face Transformers, SpaCy, NLTK • Intermediate SQL skills (JOINs, aggregations, window functions for datasets >1M rows) • Experience with version control and Git workflows • Bachelor's degree in Computer Science, Statistics, Mathematics, or related quantitative field

Preferred Qualifications:

  • Experience with Azure cloud platform and/or Databricks
  • Experience with LangChain or similar LLM orchestration frameworks
  • PySpark or distributed computing experience
  • Multi-language NLP experience
  • Background in consumer insights or marketing analytics
  • Emotion detection model development
  • MLOps experience including model monitoring, A/B testing, and automated retraining

Obowiązki

• Develop and deploy NLP models for sentiment analysis, emotion detection, and text classification processing over 1 million documents daily • Design and implement LLM-based solutions using prompt engineering, RAG architectures, and fine-tuning • Build evaluation frameworks to measure model accuracy and track improvements • Collaborate with data engineers and AI engineers to productionize models via API endpoints and batch pipelines • Work with multi-language text data • Translate business requirements into technical model specifications • Document model architectures, performance metrics, and usage guidelines • Iterate on models based on client feedback and production performance data

Benefity

• Long-term growth opportunity • Fully remote position with 4 hours overlap with US Eastern time zone • Greenfield development environment with modern tech stack and no legacy constraints • Impactful projects powering products used by top global brands • Opportunity to work with cutting-edge GenAI and LLM technologies • Collaboration in a flat team structure with senior data scientists, data engineers, and AI engineers

Inne informacje

Please be informed that the data controller is Kratos Growth (hereinafter "controller"). You have the right to request access to your personal data, their rectification, erasure or restriction of processing, the right to object to processing, as well as the right to data portability and to lodge a complaint to the supervisory authority. Personal data will be processed for the purpose of the recruitment process. Provision of data to the extent resulting from the Act of 26 June 1974 Labour Code is mandatory. In the remaining scope, providing data is voluntary. Refusal to provide mandatory data may result in the impossibility to carry out the recruitment process. The Administrator processes mandatory data on the basis of a legal obligation incumbent upon him/her, while with regard to additional data, the basis for processing is consent. Personal data will be processed until the recruitment procedure is completed and for the period of the possibility of asserting potential claims, and in the case of consent to participate in future recruitment procedures - until the withdrawal of such consent. Consent to the processing of personal data can be withdrawn at any time. The recipient of the data is the Just Join IT service and other entities to whom we have entrusted the processing of data in connection with recruitment.

Kratos Growth

Kratos Growth

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