Senior ML Engineer - End-to-End Production Systems

The Walt Disney Company (France); Orlando (FL); On-site; USD 135,000 - 181,000; Full time

Job summary

The Walt Disney Company in Florida seeks a Senior Machine Learning Engineer to design, train, and deploy scalable ML models and pipelines. You will own ML solutions end-to-end, guiding delivery with a team of engineers and data scientists.

You will contribute to ML platforms, data infrastructure, and production systems, applying your expertise in Python, ML fundamentals, and MLOps to drive impactful initiatives at scale.

Qualifications

• 5+ years designing, training, and deploying ML models in production at scale.
• Proficient in Python and ML frameworks (TensorFlow, PyTorch, scikit-learn).
• Strong ML fundamentals: supervised/unsupervised learning, evaluation, feature engineering.
• Experience with MLOps: versioning, experiment tracking, CI/CD for ML, monitoring.
• Experience with cloud-based ML services (AWS SageMaker).
• Experience with data pipelines and orchestration tools (Airflow, Spark, Kafka).
• Familiarity with databases (DynamoDB, Redshift, NoSQL), containers (Docker, Kubernetes).
• Experience with Snowflake is required.

Responsibilities

• Own the design and development of ML models, pipelines, and production ML systems.
• Drive development of ML components via own and other engineers' work.
• Develop technical solutions that meet specs and inform future ML initiatives.
• Execute ML development projects and major model improvements.
• Review and write code for model training, evaluation, and inference pipelines.
• Participate in setting the architectural direction for ML platforms and data infra.
• Design ML components and specifications for projects.
• Build and lead end-to-end ML workflows from data ingestion to serving.
• Coordinate deliverables with data science, data engineering, and product teams.
• Serve as a high-level technical resource and provide guidance to junior ML engineers.
• Lead team members in problem analysis, debugging, and issue resolution.

Skills

Python

ML frameworks

MLOps

Data pipelines

Cloud services

Docker/Kubernetes

Snowflake

Education

Bachelor's degree in CS/Statistics/Math

Tools

Snowflake

Airflow

Spark

Kafka

Docker

Kubernetes

AWS SageMaker

Job description

The Walt Disney Company in Florida seeks a Senior Machine Learning Engineer to design, train, and deploy scalable ML models and pipelines. You will own ML solutions end-to-end, guiding delivery with a team of engineers and data scientists.

You will contribute to ML platforms, data infrastructure, and production systems, applying your expertise in Python, ML fundamentals, and MLOps to drive impactful initiatives at scale.