Adobe is seeking a Sr. Computer Scientist with expertise in ML Ops and platform engineering to join their Advertising Cloud team. The role involves managing machine learning model lifecycles and collaborating across functions to enhance digital marketing solutions
Job Summary
The role involves managing model lifecycle aspects including versioning, deployment strategies, and A/B testing frameworks within a robust agile team.
Candidates will be responsible for developing CI/CD and orchestration workflows using tools such as GitLab CI, Airflow, and Argo Workflows.
Adobe empowers employees to innovate with AI and seeks individuals who excel at critical thinking and problem-solving in a collaborative environment.
Matching Summary
Match Score: 85
Adobe is seeking a Sr. Computer Scientist with expertise in ML Ops and platform engineering to join their Advertising Cloud team. The role involves managing machine learning model lifecycles and collaborating across functions to enhance digital marketing solutions.
Skills & Requirements
Must-have
Model versioning and deployment strategies
CI/CD orchestration workflows
Python programming proficiency
Docker and Kubernetes expertise
AWS cloud architecture design
MLflow or Kubeflow frameworks
Nice-to-have
Go, Ruby, or Bash scripting skills
Feature store experience like Feast
Infrastructure-as-code with Terraform
Strong critical thinking abilities
Multi-functional team collaboration
Key Requirements
Bachelor's degree in Computer Science or related field
Hands-on experience with MLOps frameworks
Proficiency in Python and containerization technologies