Computer Vision
1 day ago
About Us:
Stepping Edge
is a global IT consulting and services company delivering innovative technology and digital solutions across industries. We work with clients in the US, Canada, UK, Germany, Australia, and other regions, providing services in software development, AI/ML, digital marketing, and BPO.
Position Overview:
We are seeking a skilled
Computer Vision & Python Developer
to join our dynamic team at
Stepping Edge
. The ideal candidate will be responsible for developing, implementing, and maintaining computer vision projects, building robust APIs, and managing deployment environments.
You will collaborate with cross-functional teams to design scalable, high-performance solutions that integrate into production systems. The role involves end-to-end ownership of model training, testing, and deployment, with a focus on real-world applications of deep learning. You should have a strong foundation in Python development, an understanding of database management, and familiarity with containerization tools like Docker. Exposure to cloud environments, particularly
Google Cloud Platform (GCP)
, will be an added advantage.
Key Responsibilities
- Design and implement
computer vision models
using
YOLO
and related frameworks for object detection and recognition tasks. - Perform
custom model training
, hyperparameter tuning, and accuracy evaluation to ensure optimal performance. - Develop, test, and deploy
Python-based APIs
to integrate with production environments. - Manage
database relationships
and ensure efficient data handling for model input/output operations. - Utilize
Docker
for application containerization, environment consistency, and basic deployment workflows. - Collaborate with software, data, and DevOps teams to streamline development, integration, and deployment processes.
- (Optional) Leverage
Google Cloud Platform (GCP)
services such as
Pub/Sub
and
Cloud Storage
for scalable data handling and model operations. - Participate in
code reviews
, maintain clean and efficient codebases, and contribute to technical documentation.
Experience
- 3–5 years of hands-on experience in Computer Vision, Python based project development, and related technologies.
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