Senior Applied Computer Vision Engineer - Data Driven Development at BoschGroup

BoschGroup

bengaluru, in·8h ago

SeniorFull-timePythonC++AWSGCPAzureDockerMachine LearningTensorFlowPyTorchGit

Salary Range

$26,520 - $35,880 /year

Estimated

This salary is estimated based on similar roles. The actual salary may vary.

About the Role

We are looking for an Applied Computer Vision Engineer focused on Data Driven Development to join our feature team. This role involves building and scaling infrastructure for advanced perception systems and developing robust data pipelines for computer vision applications.

Key Responsibilities

→Design, implement, and maintain scalable data pipelines and cloud-based workflows for computer vision applications
→Architect efficient database schemas, queries, and end-to-end data pipelines to support large-scale data operations
→Develop and scale Azure-based data pipelines to manage high-throughput workloads
→Build, automate, and manage robust training and evaluation pipelines using frameworks like PyTorch and TensorFlow
→Integrate ML pipelines seamlessly with cloud storage and compute services
→Analyze existing models and data workflows to identify and implement performance improvements
→Implement best practices for data quality, monitoring, and infrastructure-as-code
→Document system architecture, data flows, and operational procedures

Requirements

✓Bachelor’s degree in Computer Science, Electrical Engineering, or a related field
✓2-4 years of professional experience in data engineering, MLOps, or a similar role supporting machine learning workflows
✓Proven experience designing and implementing scalable data pipelines and cloud-based workflows
✓Strong proficiency with cloud platforms, specifically Azure (AzureML, Azure Blob Storage, Azure ML Compute)
✓Hands-on experience with data processing and orchestration tools such as Databricks or Ray
✓Proficiency in containerization technologies, especially Docker
✓Experience building or maintaining training/evaluation pipelines using PyTorch or TensorFlow
✓Programming: Proficiency in Python and a strong understanding of object-oriented programming
✓Familiarity with essential software development tools like Git and working in a Linux environment