VP, Head of Technology Decision Science CoE

at  American Express

Singapore, Southeast, Singapore -

Start DateExpiry DateSalaryPosted OnExperienceSkillsTelecommuteSponsor Visa
Immediate26 Aug, 2024Not Specified27 May, 2024N/AScala,Python,Algorithms,Leadership,Docker,Information Systems,Project Management Skills,Working Model,Marathon,Natural Language Processing,Reinforcement Learning,Orchestration,American Express,Kubernetes,Pycharm,Keras,Java,Technical Subject MatterNoNo
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Description:

QUALIFICATIONS:

  • Master’s Degree in Computer Science, Computer Engineering, Information Systems, or related STEM fields. PhD degree preferred.
  • Proven track record on producing outstanding research results (Journal and/or Conference publications, and patterns) is a must.
  • 10+ years full lifecycle product development and science and/or engineering leadership in highly available, highly scalable, high throughput systems
  • 10+ years of experience in building and delivering sophisticated solutions that leverage various AI solutions, machine learning algorithms or technologies and are able to scale optimally.
  • Expert (PhD or Professional Achievement) in at least one of the following fields:
  • Generative AI
  • Machine Learning
  • Deep Learning
  • Reinforcement Learning
  • Natural Language Processing
  • Information Retrieval
  • Recommendation Systems
  • Hands-on Experience with most of the following (or similar) solutions:
  • Orchestration: Airflow, Kubeflow Pipelines, ML Run
  • Container: Docker, Kubernetes, Mesos + Marathon
  • Model Serving: Kubeflow KF Serving, TF Serving, Seldon-Core, MLflow
  • Observability: Prometheus, Grafana, Elasticsearch
  • Development:
  • Programming Language: Python, Java, Scala, Julia
  • IDE: Notebooks, PyCharm, VS Studio/Code
  • Machine Learning: TensorFlow, Keras, ScikitLearn, H20.ai, XGBoost, MXNet
  • Feature Store: Hopsworks, Feast, or other purposed built Feature Store
  • Model Format: ONNX, PMML
  • Ability to convey complex, technical subject matter in a clear and straightforward manner; demonstrated ability to effectively communicate through written and oral presentations with all levels of the organization
  • Solid project management skills with the ability to juggle multiple priorities simultaneously in a fast-paced environment
  • Hands-on Experience with GCP and/or AWS is a plus.
    Compliance Language

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.

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 ID 24008035

Responsibilities:

  • Drive AI and decision science vision, strategy, and execution across the organization
  • Combine A.I./Machine Learning and Technology knowledge to implement highly scalable solutions to solve real-world problems in areas such as Generative AI, Personalization, Image Recognition, Speech Recognition, Natural Language Processing, Best Next Action, and Time Series predictions
  • Research latest related academic papers and test nascent ideas which can potentially solve new business problems and enhance existing solutions.
  • Responsible for developing and defining deployment strategies for production quality AI solutions in Cloud infrastructure at scale
  • Drive both high-level and detailed technical designs and conduct design reviews as needed
  • Responsible for health and quality of the code across the portfolio, including leadership over innovation, functional testing, and CI/CD tool integration
  • Provide both leadership and technical mentorship to team members at all levels
  • Actively participate in business and technical discussions and forums across Amex
  • Help craft the direction of decision science and AI/ML at AmEx


REQUIREMENT SUMMARY

Min:N/AMax:5.0 year(s)

Information Technology/IT

IT Software - Other

Software Engineering

Graduate

Computer Science, Engineering, Information Systems, STEM

Proficient

1

Singapore, Singapore