Demo

Senior AI/ML Engineering Lead

Pro Search
San Francisco, CA Full Time
POSTED ON 2/13/2025
AVAILABLE BEFORE 5/13/2025

Join us as a Senior AI / ML Engineering Lead, where you will take charge of designing and implementing our cloud-native AI / ML framework and infrastructure. This will encompass both Generative AI and traditional AI / ML technologies and applications. You will manage the end-to-end AI / ML model production lifecycle—covering development, deployment, monitoring, and refresh of AI models—alongside overseeing our Data Lakehouse and associated systems and tools.

This is an exceptional opportunity for a driven software engineer to leverage your extensive expertise in Data Lake and AI / ML Engineering. You will develop solutions that have a substantial impact across various lines of business within a leading commerce platform and payment technology company. As we undergo a transformative period to meet rising customer demands, you will grow your career by tackling large-scale, complex challenges.

Your role will involve collaboration with senior leadership, and you will report to the Senior Director of AI / ML Engineering. We are looking for a hands-on leader who possesses deep technical knowledge in building and scaling data lake environments and strong leadership skills to foster alignment across the organization.

Key Contributions :

  • Drive the development of technology and platforms that cater to our company's AI / ML requirements, ensuring functionality, reliability, and performance.
  • Play a pivotal role in the design, architecture, and implementation of our AI / ML infrastructure.
  • Contribute to the design and development of our AI orchestration framework and vector database integration with embedding algorithms.
  • Proactively seek innovative technical solutions to elevate our services within the risk domain.
  • Work closely with senior engineers across the organization to understand business needs and collaboratively devise technical solutions.
  • Engage with information security teams to uphold data security and privacy, implementing necessary encryption and access controls.
  • Collaborate with solutions architects and product teams on the integration of AI / ML platforms, ensuring reliable execution.
  • Assess new technologies and services to enhance our AI / ML strategy.
  • Regularly report on development status, quality, operations, and system performance to management and partners.

Qualifications & Experience :

  • Bachelor's degree in Computer Science, Software Engineering, or related field; a Master's or PhD is a plus.
  • At least 5 years of experience in ML engineering, with experience in software design and development at scale.
  • Strong programming skills in preferred languages with a willingness to work in Java and Python.
  • In-depth understanding of distributed computing frameworks like Ray and Spark.
  • Hands-on experience in supervised and unsupervised ML and AI methodologies.
  • Experience in creating Retrieval Augmented Generation applications and understanding AI orchestration frameworks and vector databases.
  • Familiarity with Kubernetes and Terraform.
  • Experience with SageMaker is advantageous.
  • Knowledge of cloud architecture tools and services such as S3, EMR, and Lambda functions is crucial; experience in AWS and Azure is highly desirable.
  • Proficient in architecture design, development, deployment, and production operations with strong engineering principles.
  • Extensive experience with Big Data platforms and CI / CD automation.
  • Experience in agile development practices and leading effective engineering teams.
  • Sharp analytical skills with the ability to tackle complex problems.
  • Prior experience within payment organizations is a plus.
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