Sr Machine Learning Engineer
工作概要:
Job Requirements
The Senior Machine Learning Engineer applies practical knowledge of machine learning, data science, and software engineering to conceive, design, develop, train, and deploy ML models, pipelines, and systems of moderate to high complexity. The Senior Machine Learning Engineer owns the design and development of ML solutions and drives their delivery through their own and other engineers’ work. The Senior Engineer provides technical guidance and acts as a point of escalation and as a machine learning expert. The Senior Machine Learning Engineer designs and develops highly scalable ML systems and data pipelines.
What You'll Do:
- Owns the design and development of machine learning models, pipelines, and production ML systems.
- Drives development of ML components through own and other engineers’ work.
- Develops technical solutions that meet specifications and that inform future ML initiatives.
- Executes assigned ML development projects and major model improvements using new or existing technologies.
- Develops specifications for assigned ML components, projects, or model enhancements.
- Reviews and writes code for model training, evaluation, and inference pipelines.
- Participates in setting the architectural direction for ML platforms and data infrastructure.
- Designs specific ML components for assigned projects, developing specifications for each.
- Able to build and lead end-to-end ML workflows from data ingestion through model serving.
- Interacts and coordinates deliverables with data science, data engineering, and product teams across the organization.
- Designs and develops ML system specifications for assigned projects.
- Designs component tasks for assigned projects, developing ML-specific specifications for each.
- Serves as a high-level technical resource and “go-to” person for less experienced ML engineers and data scientists, providing technical guidance and oversight.
- Leads team members in problem analysis, model debugging, and issue resolution.
Required Qualifications and Skills:
- 5+ years of relevant experience designing, training, and deploying machine learning models in production environments at scale.
- Experience with Python and ML frameworks such as TensorFlow, PyTorch, or scikit-learn.
- Strong understanding of ML fundamentals including supervised/unsupervised learning, model evaluation, and feature engineering.
- Strong expertise in MLOps practices including model versioning, experiment tracking, CI/CD for ML, and model monitoring.
- Experience with cloud-based ML services and infrastructure (e.g., AWS SageMaker, EC2, S3).
- Experience with data pipeline and orchestration tools (e.g., Airflow, Spark, Kafka).
- Familiarity with database and data storage technologies (e.g., DynamoDB, Redshift, NoSQL), containerization (Docker, Kubernetes), and data manipulation tools.
- Experience with Snowflake is required.
Preferred Qualifications & Skills:
- Experience with large-scale recommendation systems, personalization, NLP, or computer vision.
- Experience with real-time ML inference and low-latency serving architectures.
- Familiarity with LLMs and generative AI integration in production systems.
- Experience with Java (e.g., Spring Boot) is a plus.
Required Education:
- Bachelor’s degree in Computer Science, Statistics, Mathematics, or similar field, or related work experience.
Disclaimer
PAY TRANSPARENCY
This position is with Walt Disney Attractions Technology LLC, which is part of a business we call Disney Experiences.
To learn more about Disney's guidelines on the use of AI for candidates, click here.
is an equal opportunity employer. Applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability or protected veteran status. Disney champions a business environment where ideas and decisions from all people help us grow, innovate, create the best stories and be relevant in a constantly evolving world.
DISABILITY ACCOMMODATION FOR EMPLOYMENT APPLICATIONS
The Walt Disney Company and its Affiliated Companies are Equal Employment Opportunity employers and welcome all job seekers including individuals with disabilities and veterans with disabilities. If you have a disability and believe you need a reasonable accommodation in order to search for a job opening or apply for a position, visit the Disney candidate disability accommodations FAQs. We will only respond to those requests that are related to the accessibility of the online application system due to a disability.
Having technical issues? View the FAQs for help.
關於 The Walt Disney Company:
Walt Disney Company 連同其子公司和聯營公司,是領先的多元化國際家庭娛樂和媒體企業,其業務主要涉及三個範疇:Disney Entertainment、ESPN 及 Disney Experiences。Disney 在 1920 年代的起步之初,只是一間卡通工作室,至今已成為娛樂界的翹楚,並昂然堅守傳承,繼續為家庭中每位成員創造世界一流的故事與體驗。Disney 的故事、人物與體驗傳遍世界每個角落,深入人心。我們在 40 多個國家/地區營運業務,僱員及演藝人員攜手協力,創造全球和當地人們都珍愛的娛樂體驗。
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