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Data Scientist

2 months ago

Singapore ALLEGIS GROUP SINGAPORE PRIVATE LIMITED Full time
Job Summary

We are seeking a highly skilled Data Scientist to join our team at Allegis Group Singapore Private Limited. As a Data Scientist, you will be responsible for developing and implementing NLP solutions to drive business growth and improve customer experiences.

Key Responsibilities
  • Design and develop machine learning models and algorithms to solve complex business problems.
  • Collaborate with cross-functional teams to gather requirements and define project goals and objectives.
  • Conduct exploratory data analysis to gain insights into patterns and trends in the data.
  • Evaluate and optimize model performance through rigorous testing and validation.
  • Communicate findings and insights to technical and non-technical stakeholders through clear and concise presentations and reports.
Requirements
  • Minimum 3 years of experience in data science with a focus on NLP. Demonstrated experience in developing and delivering PoCs or prototypes for NLP solutions.
  • Proficiency in NLP libraries and frameworks (e.g., SpaCy, NLTK, Hugging Face Transformers). Strong programming skills in Python.
  • Experience with advanced NLP models and techniques, such as BERT, GPT, or T5.
  • Knowledge of containerization tools (e.g., Docker) and orchestration platforms (e.g., Kubernetes)
  • Experience with Azure and/or AWS services, particularly those related to NLP and machine learning (e.g., Azure Cognitive Services, AWS SageMaker).
  • Proven ability to develop, implement, and showcase PoCs, including designing experiments, prototyping, and demonstrating value to stakeholders.
  • Analytical Skills: Strong analytical skills with the ability to interpret complex data and translate it into actionable insights.
  • Excellent communication skills, with the ability to collaborate with both technical and functional stakeholders.
  • Bachelor's degree in Computer Science, Data Science, Mathematics, or a related field. Advanced degree (Master's or PhD) is a plus.

We regret to inform that only shortlisted candidates will be notified.