Corporate Vice President of AI and Data Solutions

4 weeks ago

New York, New York, United States New York Life Full time
About the Role

New York Life is seeking a seasoned software engineering leader to join our AI and Data team. As a Corporate Vice President of AI and Data Solutions, you will be responsible for designing and developing production-grade machine learning solutions that drive business growth and innovation.

Our team works on a diverse portfolio of AI and GenAI projects, combining agile and entrepreneurial drive with industry-leading methods and tools. We are fully supported by executive leadership and work hand-in-hand with our business partners through all stages of model development, from ideation to deployment.

As a key member of our team, you will work closely with data scientists and MLOps engineers to apply software engineering best practices to the model development lifecycle. You will help set ML engineering standards, lead machine learning solutions for AI&D projects, and mentor engineers and data scientists in applying software engineering to ML problems.

We are looking for a leader who is passionate about technology transformations, innovation, and continuous improvement. If you have a strong background in software engineering, machine learning, and leadership, we encourage you to apply.

Responsibilities
  • Design and develop production-grade machine learning solutions
  • Ensure all ML code conforms to software engineering best practices and coding standards
  • Help set ML engineering standards and development stack
  • Implement models with debugging, scaling, and monitoring in mind
  • Mentor engineers and data scientists in applying software engineering to ML problems
  • Help set up ML experiments for server-based hyperparameter tuning
  • Work with MLOps engineers to develop pipelines and tools to automate model deployment
  • Mentor ML engineers and data scientists in proper development practices via Pull Requests
  • Collaborate with the team on architecture and implementation
  • Expertise in developing solution architectures that integrate ML models into real-world systems
  • Hands-on prototyping of new technology and AI solutions
  • Collaborate with product managers, data scientists, and other engineers
  • Review code to ensure solutions are properly designed and implemented
  • Stay up-to-date with the latest AI trends and emerging technologies
Requirements
  • 7+ years of experience in lead software engineering position with at least 3 years of hands-on experience with implementing AI/ML solutions
  • Experience in API development, best standards, and practices
  • Expert in Python, including experience with machine learning libraries and frameworks such as scikit-learn, TensorFlow, PyTorch, or Keras
  • Understanding of containerization (Docker & Linux experience)
  • Experience optimizing and tuning models
  • Passionate about technology transformations, innovation, and continuous improvement
  • Experience with advanced natural language processing techniques and tools, such as SpaCy, NLTK, or Hugging Face
  • Strong knowledge of data structures, algorithms, and software engineering principles
  • Experience with SQL and big data platforms such as Postgres, Redshift, and Snowflake
  • Experience with cloud compute environments (AWS) along with cloud-native tools
  • Experience with Agile/Scrum methodology and best practices
  • Graduate-level degree in computer science, engineering, or relevant work experience
Preferred Qualifications
  • Previous work experience with Generative AI
  • Understanding of use and implementation of Vector Databases
  • Kubernetes container orchestration experience
  • Insurance industry experience

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