Senior Computer Vision ML Engineer - Real-Time Systems

Apex Systems; Orlando (FL); Hybrid; USD 101,000 - 144,000; Full time

Benefits offered by this job

Health Insurance

Dental Insurance

Vision Insurance

Life Insurance

401k

Job summary

Apex Systems is seeking a Senior Software Engineer focused on machine learning and computer vision in Orlando, FL. This hybrid role requires building real-time ML pipelines and deploying CV models in production across edge and cloud environments.

You will own end-to-end ML lifecycle, from data ingestion to monitoring, collaborating with cross-functional teams to ensure scalable, observable systems. This contract position offers growth and exposure to cutting-edge CV Tech.

Qualifications

• 3+ years of software engineering experience with ML systems or data-intensive applications.
• Strong Python programming with PyTorch.
• Experience deploying distributed, production ML systems.
• Proven experience with real-time or streaming data pipelines.
• Familiarity with containerization and orchestration (Docker, Kubernetes).

Responsibilities

• Design, build, and maintain ML pipelines for data ingestion, model training, evaluation, and deployment.
• Develop real-time data pipelines for high-throughput systems.
• Deploy CV/ML models in scalable production environments.
• Collaborate with cross-functional teams to integrate ML into distributed software systems.
• Build and maintain model monitoring, evaluation, and performance optimization frameworks.

Skills

Python

PyTorch

Distributed ML

Streaming data

Docker

Kubernetes

AWS SageMaker

Kafka/Kinesis/Redis

Linux

Observability

Tools

Docker

Kubernetes

SageMaker

Job description

Apex Systems is seeking a Senior Software Engineer focused on machine learning and computer vision in Orlando, FL. This hybrid role requires building real-time ML pipelines and deploying CV models in production across edge and cloud environments.

You will own end-to-end ML lifecycle, from data ingestion to monitoring, collaborating with cross-functional teams to ensure scalable, observable systems. This contract position offers growth and exposure to cutting-edge CV Tech.