Senior Data Scientist

Confidential   عمان - الأردن  تاريخ النشر:2024/02/19   سجلي الدخول للتقدم

Responsibilities:

  • Design and implement NLP algorithms to solve complex language processing tasks, such as language correction, text classification, sentiment analysis, entity recognition, and information extraction.
  • Develop and maintain Large Language Models (LLM) by training, fine-tuning, and evaluating models on large-scale datasets.
  • Collaborate with cross-functional teams to understand business requirements and translate them into scalable and efficient NLP solutions.
  • Optimize and streamline ML workflows by implementing Dev-Ops practices, including version control, continuous integration and deployment (CI/CD), and automated testing.
  • Apply best practices in ML engineering to ensure model robustness, scalability, and maintainability.
  • Conduct exploratory data analysis, feature engineering, and model selection to improve the performance of NLP and ML models.
  • Stay up-to-date with the latest advancements in NLP, LLM, and ML Dev-Ops, and actively contribute to the research community through publications, conferences, and open-source projects.

 

Qualifications:

  • Degree in Computer Science, Artificial Intelligence, or a related field.
  • Experience working with various operating systems, including Linux.
  • Strong proficiency in developing and maintaining Large Language Models (LLM), including hands-on experience with fine-tuning and deployment.
  • Extensive experience in Natural Language Processing (NLP) techniques and frameworks, such as spaCy, NLTK, Transformers (e.g., BERT, GPT), and word embeddings.
  • Solid understanding of Machine Learning (ML) concepts and algorithms, such as supervised and unsupervised learning, deep learning, and reinforcement learning.
  • Proven experience in ML Dev-Ops, including version control (e.g., Git), containerization (e.g., Docker), cloud deployment (e.g., AWS), and CI/CD pipelines.
  • Proficiency in programming languages commonly used in data science and ML, such as Python & C++.
  • Familiarity with data structures and classes in order to efficiently organize, manipulate, and represent data during the development of NLP and ML solutions.
  • Strong problem-solving skills and ability to work in a fast-paced, collaborative environment.
  • Knowledge of Regular Expressions for text processing tasks, such as pattern matching, extraction, and text manipulation.
  • Excellent communication skills with the ability to effectively present complex technical concepts to both technical and non-technical stakeholders.
  • Experience with distributed computing frameworks (e.g., Apache Spark) and big data processing tools (e.g., Hadoop, Hive) is a plus.
المهارات المطلوبة
  • Linux
  • Python
  • C++
تفاصيل الوظيفة
  • الموقع عمان - الأردن
  • القطاع تكنولوجيا المعلومات والاتصالات
  • نوع الوظيفة دوام كامل
  • الدرجة العلمية بكالوريوس
  • الخبرات 3
  • الجنسية غير محدد
سجلي الدخول للتقدم

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