Data Science Manager

2 months ago

Singapur, Singapore American Express Full time
About the Role

We are seeking a highly skilled Data Science Manager to lead our Artificial Intelligence (AI) and Machine Learning (ML) initiatives, specializing in Natural Language Processing (NLP) and Generative AI. As a key member of our team, you will be responsible for advancing our data science capabilities to drive business growth and innovation.

Key Responsibilities
  • Design and develop NLP and Generative AI projects, ensuring alignment with business objectives and scalability across the organization.
  • Conduct applied research in NLP to identify and deploy advanced techniques that enhance our data science capabilities, focusing on delivering practical business solutions.
  • Pilot new projects that leverage AI/NLP to uncover insights from vast data sets, driving decisions and innovations that enhance customer satisfaction and operational efficiency.
  • Implement robust project management frameworks to oversee the end-to-end development lifecycle of AI projects, from initial concept to deployment and evaluation.
  • Foster a culture of continuous innovation by staying abreast of the latest trends in AI and NLP, and actively sharing knowledge and insights to contribute to the collective growth and technical proficiency of the team.
  • Communicate effectively with stakeholders at all levels, translating complex AI concepts into understandable and actionable insights.
  • Collaborate with the Technology team to integrate NLP solutions into our existing systems and platforms, enhancing functionality and user engagement.
Qualifications
  • Ph.D. degree in a quantitative field (e.g., Computer Science, Engineering, Statistics, Mathematics).
  • Demonstrated ability in machine learning, NLP, and Generative AI, with a demonstrated ability to handle projects from inception to completion.
  • Proven expertise in applying deep learning and NLP techniques to solve complex problems, with a portfolio of projects that have delivered tangible business outcomes.
  • Good understanding of state-of-art ML and deep learning techniques including transformers, BERT, auto-regressive language models, and other un-supervised learning techniques in NLP.
  • Experience with working with large language models such as chatGPT, Llama, PaLM, Bard, Bloom, Vicuna, Mistral, etc.
  • Solid understanding of agile project management principles, with experience leading teams and handling projects in a fast-paced environment.
  • Excellent communication and leadership skills, with the ability to collaborate effectively with both technical and non-technical teams.
  • Strong problem-solving abilities, with a creative and analytical approach to tackling challenges and driving results.
What We Offer
  • Competitive base salaries
  • Bonus incentives
  • Support for financial-well-being and retirement
  • Comprehensive medical, dental, vision, life insurance, and disability benefits (depending on location)
  • Flexible working model with hybrid, onsite or virtual arrangements depending on role and business need
  • Generous paid parental leave policies (depending on your location)
  • Free access to global on-site wellness centers staffed with nurses and doctors (depending on location)
  • Free and confidential counseling support through our Healthy Minds program
  • Career development and training opportunities

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