Sr Machine Learning Engineer
Descrição do cargo:
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.
Sobre The Walt Disney Company:
A The Walt Disney Company, juntamente com suas subsidiárias e afiliadas, é uma líder diversificada em entretenimento familiar e mídia internacional que inclui três segmentos principais de negócios: Disney Entertainment, ESPN e Disney Experiences. Desde seus primeiros passos como um estúdio de desenho animado na década de 1920 até se tornar o atual nome de destaque na indústria do entretenimento, a Disney orgulhosamente dá continuidade a seu legado de criação de histórias e experiências de padrão internacional para toda a família. As histórias, personagens e experiências da Disney tocam consumidores e visitantes de todas as partes do mundo. Com operações em mais de 40 países, nossos funcionários e colaboradores trabalham juntos para criar experiências de entretenimento adoradas por todos.
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