
Senior Machine Learning Engineer, Ad Selection
The Walt Disney Company
full-time
Posted on:
Location Type: Hybrid
Location: Glendale • California • United States
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Salary
💰 $141,900 - $190,300 per year
Job Level
About the role
- 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
Benefits
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Applicant Tracking System Keywords
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Hard Skills & Tools
Javamachine learningdeep learningscikit-learnSpark MLLibpytorchLLM-based application developmentvector databasesretrieval-augmented generationAI/ML technologies
Soft Skills
analytical skillsproblem-solving skillsownershipcommunication
Certifications
BS in Computer ScienceMS in Computer Sciencerelevant work experience