Computer Vision Full-time
ALPHASTREAM TECHNOLOGIES PRIVATE LIMITED
Posted By : ALPHASTREAM TECHNOLOGIES PRIVATE LIMITED
Bengaluru, Karnataka (10)
Our Ideal candidate:
We are looking for a Computer Vision engineer to build a machine vision system at AlphaStream. our Ideal candidates should love the field of computer vision, have a knack for the fundamentals of computer vision and should thrive in exploratory product development. Someone who has trained different kinds of CV models for different use cases and has a fast Iteration mindset would fit in well!
We expect you to have experience in the following:
• Semantic Segmentation
• Object Detection
• OCR - Character detection and Extraction
• Handling noisy images
Role and responsibilities: • Reading research papers and implementing state-of-the-art techniques • Explorative research of current state of art models and benchmarking them in a different environment • Rapidly extending publicly available code modules to work on custom problems • Software development of machine learning back-end • Rapid experimentation, analysis, and deployment of machine/deep learning models • Working on cutting-edge technology in object detection, classification,OCR • Model Optimization while training and on pretrained models • Propose and Iterate on model training pipeline for the specific requirement • Constant research and exploration in the field of computer vision
Qualifications and Skills required: • BE/Mtech in Computer Science • Hands-on experience in deep/machine learning for computer vision of 1 to 4+ years (extensive experience OpenCV, PyTorch) • Hands-on experience in Python with 1 to 4+ years of in-depth system-building experience • Smart programmers with strong analytical skills • Strong skills in software prototyping and engineering with expertise in Python is required • Good in Data-structures and Algorithms • Strong analytical, written, and verbal communication skills.
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Role Specific Skills
- Active Learning
- Active Listening
- Administration and Management
- Category Flexibility
- Complex Problem Solving
- Computers and Electronics
- Coordination
- Critical Thinking
- Customer and Personal Service
- Deductive Reasoning
- Design
- Engineering and Technology
- English Language
- Fluency of Ideas
- Inductive Reasoning
- Information Ordering
- Instructing
- Judgment and Decision Making
- Mathematical Reasoning
- Mathematics
- Monitoring
- Near Vision
- Number Facility
- Operations Analysis
- Oral Comprehension
- Oral Expression
- Originality
- Problem Sensitivity
- Programming
- Reading Comprehension
- Science
- Selective Attention
- Speaking
- Speech Clarity
- Speech Recognition
- Systems Analysis
- Systems Evaluation
- Telecommunications
- Time Management
- Writing
- Written Comprehension
- Written Expression
Bachelor of Engineering (B.E) - Computer Science & Engineering
Bachelor of Engineering (B.E) - Information Technology
Master of Technology (M.Tech) - Computer Science & Engineering
Master of Technology (M.Tech) - Information Technology
Qualification : BE/Mtech in Computer Science
Year of experience : 1 to 4 plus year
Location : Bangalore