Junior Data Scientist- Computer Vision
Indexed description
Key Responsibilities
- Build Computer Vision Models: Develop and improve models for: Object Detection Image Quality Assessment OCR and Document Understanding Image Classification
- Data Preparation and Analysis Collect, clean, label, and analyze image datasets. Perform exploratory analysis on image and document data. Identify data quality issues and improve dataset reliability.
- Model Training and Evaluation Train and fine-tune deep learning models using modern frameworks. Evaluate model performance using appropriate metrics. Conduct experiments and benchmark different approaches.
- Research and Innovation Read and implement research papers and open-source solutions. Stay updated with advancements in Computer Vision and AI. Experiment with new architectures and techniques.
- Production Support Collaborate with engineering teams to deploy and monitor models. Assist in optimizing model performance for production environments. Support API integration and model inference pipelines.
- Documentation and Collaboration Document experiments, findings, and model performance. Work closely with product, engineering, and senior data science teams.
Technical Skills
Strong understanding of Machine Learning and Deep Learning fundamentals.
Good knowledge of Computer Vision concepts.
Hands-on experience with Python programming.
Familiarity with at least one deep learning framework: PyTorch (preferred)
Computer Vision Libraries
Experience with:
OpenCV
NumPy
Pandas
PIL
scikit-image
matplotlib
Model Development
Basic understanding of:
CNNs
Object Detection (YOLO, Faster R-CNN, SSD)
Image Classification
Transfer Learning
Problem Solving
Strong analytical and debugging skills.
Curiosity to learn and explore new technologies.
Preferred Qualifications
0–2 years of experience in Computer Vision, AI, or Machine Learning.
Internship or academic projects in Deep Learning or Computer Vision.
Exposure to OCR, document processing, or image analytics projects.
Create a free Caio profile to unlock more results and save your role and location preferences.
Unlock free search