[Apply in 3 Minutes] Principal Consultant- CV Backend Developer

15 hours ago

Pune, India Genpact Full time

Job Description

Inviting applications for the role of Principal Consultant- CV Backend Developer

We are seeking a highly skilled in backend development with strong python skill to join our AI Engineering team. This role is focused on operationalizing Computer Vision models-ensuring they are efficiently trained, deployed, monitored, and retrained across scalable infrastructure or edge environments. The ideal candidate has deep technical knowledge of CV infrastructure, and hands-on experience with CV backend coding, pipelines in production. You'll work closely with data scientists, DevOps, and software engineers to ensure computer vision models are robust, secure, and production-ready always.

Key Responsibilities:

- API Development: Design, develop, and maintain APIs using frameworks like FastAPI, Flask facilitate communication between client applications and AWS services.

- Cloud Deployment: Utilize AWS services such as EC2, Lambda, ECS, ECR, SageMaker, and DynamoDB for deploying backend services and implementing scalable solutions.

- Data Management: Manage large datasets efficiently using AWS DynamoDB. Develop strategies for data storage and retrieval.

- Performance Optimization: Analyze and enhance application performance by implementing caching strategies and optimizing code for speed and efficiency.

- Error Handling and Logging: Implement robust error handling in Python applications. Set up comprehensive logging mechanisms to monitor application performance.

- Auditing: Implement auditing processes to track changes and ensure compliance with security standards.

- Build python backend code for reusable assets development

Skills Required:

- Python Proficiency: Strong command of Python programming language with the ability to write clean, efficient, and maintainable code.

- Object-Oriented Programming (OOP): Experience in using classes and objects in Python to create modular and reusable code structures.

- Framework Experience: Expertise in one or more Python web frameworks such as FastAPI, Flask, or Django.

- AWS Knowledge: Familiarity with AWS services including Lambda, EC2, ECS, ECR, SageMaker, and DynamoDB.

- Problem-Solving: Strong analytical skills to troubleshoot issues and implement effective solutions.

- Hand on experience with Computer Vision project will be add on.

Minimum Qualifications:

- Bachelor's or Master's in Computer Science, Engineering, or a related field.

- Sound experience in ML engineering, with significant work in computer vision project.

- Strong coding skills in Python and familiarity with scripting for automation.

- Proven experience in backend development with Python and AWS.

- Strong understanding of API design and cloud architecture.

Preferred Qualifications:

- Experience with real-time video analytics or image-based inference systems.

- Knowledge of MLOps best practices (model registries, lineage, versioning).

- Familiarity with edge AI deployment and acceleration toolkits (e.g., TensorRT, DeepStream).

- Exposure to CI/CD pipelines and modern DevOps tooling (Jenkins, GitLab CI, ArgoCD).

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