Job Information
American Express Senior Manager, Data Science in Singapore, Singapore
Description
You Lead The Way. We've Got Your Back
With the right backing, people and businesses have the power to progress in incredible ways. When you join Team Amex, you become part of a global and diverse community of colleagues with an unwavering commitment to back our customers, communities and each other. Here, you’ll learn and grow as we help you create a career journey that’s unique and meaningful to you with benefits, programs, and flexibility that support you personally and professionally.
At American Express, you’ll be recognized for your contributions, leadership, and impact—every colleague has the opportunity to share in the company’s success. Together, we’ll win as a team, striving to uphold our company values and powerful backing promise to provide the world’s best customer experience every day. And we’ll do it with the utmost integrity, and in an environment where everyone is seen, heard and feels like they belong.
Join Team Amex and let's lead the way together.
Functional Description
At American Express, our mission is to elevate the customer experience daily by delivering unparalleled products and services. We are on the lookout for a Senior Manager in the realm of Artificial Intelligence (AI) and Machine Learning (ML), specializing in Natural Language Processing (NLP) and Generative AI. This role is pivotal in advancing our data science capabilities to bolster enterprise-wide initiatives, in collaboration with our Technology, Marketing, Servicing, and Risk departments.
As a Senior Manager, NLP and Generative AI, you will contribute to the development and implementation of cutting-edge NLP solutions that address significant business challenges. Working closely with cross-functional teams, you will leverage your expertise in NLP to streamline and enhance automation of key servicing processes, uncover customer insights more effectively from untapped data assets, enhance risk and marketing decisions by leveraging unstructured data and improve our internal operational processes by optimizing and automating essential business workflow . Your contributions will directly impact our strategic goals, driving innovation and excellence in customer interactions.
Key Responsibilities
Lead the design and development of 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 discipline (e.g., Computer Science, Engineering, Statistics, Mathematics).
5 years of experience in machine learning, NLP, and Generative AI, with a demonstrated ability to manage 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 managing 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.
Qualifications
We back our colleagues and their loved ones with benefits and programs that support their holistic well-being. That means we prioritize their physical, financial, and mental health through each stage of life. Benefits include:
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
Offer of employment with American Express is conditioned upon the successful completion of a background verification check, subject to applicable laws and regulations.
Job: Risk
Primary Location: Singapore-Singapore-Singapore
Schedule Full-time
Req ID: 24009102