Net2Source (N2S) ยท 2 days ago
Senior Industrial Vision Platform Engineer (DevOps / MLOps Focus)
United States
Contract
Remote
Senior Level
7+ years expNet2Source (N2S) is seeking a Senior Industrial Vision Platform Engineer with a strong focus on DevOps and MLOps to design, build, and operate cloud-native computer vision platforms for automotive and industrial manufacturing environments. The role involves working closely with ML engineers and manufacturing teams to ensure scalable and reliable vision solutions.
B2BDeliveryHuman ResourcesInformation Technology
Hiring Manager
VIJAY SINGH
Responsibilities
Architect, build, and operate cloud-native industrial vision platforms supporting real-time and batch image/video processing workloads
Own DevOps and MLOps pipelines for computer vision systems, including build, test, deployment, monitoring, rollback, and version control
Design and maintain AWS-based infrastructure for ML workloads using services such as EC2, S3, EKS/ECS, Lambda, and SageMaker
Implement CI/CD pipelines for ML models and platform services using modern DevOps tooling
Manage containerized workloads using Docker and Kubernetes in production environments
Establish Infrastructure as Code (IaC) practices using Terraform or CloudFormation
Enable end-to-end ML lifecycle management , including model packaging, deployment, performance monitoring, and drift detection
Integrate vision platforms with manufacturing systems such as PLCs, MES, and plant data pipelines
Ensure platform reliability through observability, logging, alerting, and incident response best practices
Collaborate with ML and vision engineers to transition models from development into stable, scalable production systems
Support deployments across multiple manufacturing plants and environments
Qualification
Required
7+ years of professional software engineering experience with senior-level technical ownership
Strong proficiency in Python for backend services, automation, and ML workflows
Hands-on experience with cloud-native architecture on AWS, including: EC2, S3, IAM, VPC, EKS or ECS, SageMaker or equivalent ML services
Proven experience building and operating CI/CD pipelines (GitHub Actions, GitLab CI, Jenkins, or similar)
Strong experience with Docker and Kubernetes in production environments
Solid understanding of DevOps and MLOps practices, including model versioning, deployment, rollback, and monitoring
Practical experience supporting computer vision or ML systems in production
Experience delivering systems in manufacturing, automotive, or industrial environments
Preferred
Experience with industrial computer vision use cases such as quality inspection, defect detection, or traceability
Exposure to edge or hybrid cloud deployments
Knowledge of industrial protocols such as OPC UA, MQTT, or Modbus
Familiarity with observability tools for ML systems (metrics, logs, alerts)
Prior experience supporting multi-plant or globally distributed platforms
Company
Net2Source (N2S)
Net2Source (N2S) is a Minority owned global workforce solutions company recognized by SIA as the largest and fastest-growing Total Talent Solutions provider with a presence in 34 countries and in-house Glo-Cal (global and local) teams to support our clients.
1001-5000 employees
H1B Sponsorship
Net2Source (N2S) has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (3)
2024 (7)
2022 (8)
2021 (10)
2020 (25)
Funding
Current Stage
Late StageLeadership Team
Ashish Garg
Founder & CEO
Company data provided by crunchbase