Senior Data Scientist

Há 1 mês

São Paulo, São Paulo, Brasil FuseMachines Tempo inteiro
About Fusemachines

Fusemachines is a pioneering AI strategy, talent, and education services provider. Founded by Sameer Maskey Ph.D., Adjunct Associate Professor at Columbia University, the company has a core mission of democratizing AI. With a presence in multiple countries and over 400 full-time employees, Fusemachines seeks to bring its global expertise in AI to transform companies worldwide.

About the Role

This is a remote, 3-month contract-based engagement with a possibility of extension. We are looking for a highly skilled and experienced professional to join our team as a Senior Data Scientist.

Key Responsibilities
  • Research, develop, and implement algorithms and models to solve business challenges.
  • Design and execute experiments to evaluate the performance of models and iterate on them to achieve state-of-the-art results.
  • Utilize Large Language Models (LLM) or similar architectures to build scalable and efficient solutions.
  • Collaborate with software engineers to integrate solutions into production systems and ensure scalability and reliability.
Requirements
  • 7+ years of experience in AI and machine learning, model building, and strong coding skills in Python.
  • Master's or Ph.D. degree in Computer Science, Statistics, Mathematics, or a related field.
  • Deep understanding of NLP, including text classification, re-ranking, and topic modeling.
  • Experience working directly with large language models and Transformer-based architectures, including BERT, RoBERTa, T5, etc.
  • Working knowledge of applying recent LLMs, including ChatGPT, GPT 3.5, OPT, BLOOM, etc.
  • Experience with reinforcement learning, prompt engineering, hallucination mitigation, DevOps, repos, debugging, building APIs, and managing algorithm flow across multiple work streams in one repo.
  • Experience working with large datasets and distributed computing systems, such as Hadoop, Spark.
  • Excellent communication skills, with the ability to translate complex technical concepts to non-technical stakeholders.
  • Strong work ethics and dedication to the project's success.
  • Strong problem-solving skills and the ability to think outside the box.
  • Collaborative behavior, ability to efficiently share code and knowledge, and good teamwork skills.

Fusemachines is an Equal Opportunities Employer, committed to diversity and inclusion. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or any other characteristic protected by law.

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