Senior Machine Learning Engineer optimizing ad selection for Disney's media platforms. Collaborating to enhance technology and develop innovative advertising solutions.
Responsibilities
Designing, implementing, and testing logic to serve ads effectively adhering to various business criteria either with rule based or ML based solutions in a high-throughput, low-latency microservices environment.
Enhancing systems’ observability with proper metrics, monitors, and alerts.
Reading and understanding product user stories, and then translating them into actionable tasks for both frontend and backend components.
Taking ownership of one or more of the team's domain areas.
Understanding and using automated tools (AI) while adhering to company policy.
Available for On-Call rotations based on the team’s escalation policy and support schedule.
Requirements
BS or MS in Computer Science / Engineering or relevant work experience.
5+ years of software engineering experience.
Proficiency with Java
Proficient in large scale ML/DL platforms and processing tech stack.
Experience in large scale machine learning using tools such as scikit-learn, Spark MLLib, pytorch
Experience with LLM-based application development, using LLM-as-a-service providers such as AWS Bedrock, Azure Cognitive Services, or Google's Vertex AI
Experience using frameworks such as LangGraph, Crew AI, and strands sdk for developing agents
Experience with vector databases and retrieval-augmented generation
Demonstrable analytical / problem-solving skills.
Strong knowledge of and experience implementing AI/ML technologies and applying mathematical and statistical concepts.
Great communication, collaboration skills, and a strong teamwork ethic with both technical and non-technical audiences.
Benefits
A bonus and/or long-term incentive units may be provided as part of the compensation package,
Full range of medical, financial, and/or other benefits, dependent on the level and position offered.
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