ML & AI Engineering

Computer Vision Engineer

Building computer vision systems for image and video processing and analysis

Learn more about role All roles
50 skills
250 requirements
100 mandatory
14 domains
Awareness 50 Working 79 Advanced 97 Expert 24
Level:
All domains Programming Fundamentals 9 Backend Development 4 Database Management 2 API & Integration 4 Cloud & Infrastructure 4 DevOps & CI/CD 1 Testing & QA 2 Security 2 Data Engineering 1 Machine Learning & AI 11 AI-Assisted Development 4 Architecture & System Design 1 Observability & Monitoring 3 Version Control & Collaboration 2
Profiles: Awareness Working Advanced Expert -- Click level to expand, click requirement for details and voting

Programming Fundamentals

9 skills · 45 requirements
Skill Junior Middle Senior Lead Principal
Algorithms & Data Structures
Algorithms & Complexity Awareness Working Working Advanced Expert
Data Structures Awareness Working Working Advanced Advanced
OOP & Design Patterns
OOP & SOLID Principles Awareness Working Working Advanced Advanced
Design Patterns Awareness Working Working Advanced Advanced
Concurrency & Parallelism
Multithreading Awareness Working Advanced Advanced Expert
Async Programming Awareness Working Working Advanced Expert
Clean Code & Refactoring
Code Quality & Refactoring Awareness Working Working Advanced Advanced
Type Systems
Type Safety & Type Systems Awareness Working Working Advanced Advanced
Memory Management
Memory Management Awareness Working Advanced Advanced Expert

Backend Development

4 skills · 20 requirements
Skill Junior Middle Senior Lead Principal
Web Frameworks
Python Web Frameworks Awareness Working Advanced Advanced Expert
Caching
Redis Awareness Working Advanced Advanced Expert
Background Jobs & Task Queues
Task Queues Awareness Working Advanced Advanced Expert
File & Object Storage
S3 / Object Storage Awareness Working Advanced Advanced Expert

Database Management

2 skills · 10 requirements
Skill Junior Middle Senior Lead Principal
Relational Databases
PostgreSQL Awareness Working Advanced Advanced Expert
Database Optimization
Database Indexing Awareness Working Working Advanced Advanced

API & Integration

4 skills · 20 requirements
Skill Junior Middle Senior Lead Principal
REST API
REST API Design Awareness Working Working Advanced Advanced
GraphQL
GraphQL Design Awareness Working Working Advanced Advanced
gRPC
gRPC & Protocol Buffers Awareness Working Advanced Advanced Expert
API Management
API Documentation Awareness Working Working Advanced Advanced

Cloud & Infrastructure

4 skills · 20 requirements
Skill Junior Middle Senior Lead Principal
Containerization
Docker Awareness Working Working Advanced Advanced
Kubernetes & Orchestration
Kubernetes Core Awareness Working Advanced Advanced Expert
Cloud Providers
AWS Awareness Working Working Advanced Expert
Networking
Network Fundamentals Awareness Working Working Advanced Advanced

DevOps & CI/CD

1 skills · 5 requirements
Skill Junior Middle Senior Lead Principal
CI/CD
GitHub Actions / GitLab CI Awareness Working Working Advanced Advanced

Testing & QA

2 skills · 10 requirements
Skill Junior Middle Senior Lead Principal
Unit Testing
Unit Testing Awareness Working Working Advanced Advanced
Integration Testing
Integration Testing Awareness Working Working Advanced Advanced

Security

2 skills · 10 requirements
Skill Junior Middle Senior Lead Principal
Application Security
OWASP & Application Security Awareness Working Working Advanced Advanced
Secure Coding Practices Awareness Working Working Advanced Advanced

Data Engineering

1 skills · 5 requirements
Skill Junior Middle Senior Lead Principal
Batch Processing
Pandas / Polars Awareness Working Advanced Advanced Expert

Machine Learning & AI

11 skills · 55 requirements
Skill Junior Middle Senior Lead Principal
Classical Machine Learning
Classical ML (scikit-learn) Awareness Working Advanced Advanced Expert
Deep Learning
PyTorch Awareness Working Advanced Advanced Expert
Computer Vision
Computer Vision Fundamentals Awareness Working Advanced Advanced Expert
Object Detection Awareness Working Advanced Advanced Expert
Image Segmentation Awareness Working Advanced Advanced Expert
Video Analytics Awareness Working Advanced Advanced Expert
MLOps
MLflow Awareness Working Advanced Advanced Expert
Model Serving Awareness Working Advanced Advanced Expert
Experiment Tracking Awareness Working Advanced Advanced Expert
ML Pipelines Awareness Working Advanced Advanced Expert
Model Monitoring Awareness Working Advanced Advanced Expert

AI-Assisted Development

4 skills · 20 requirements
Skill Junior Middle Senior Lead Principal
AI Coding Assistants
GitHub Copilot Awareness Working Working Advanced Advanced
Cursor IDE Awareness Working Working Advanced Advanced
ChatGPT / Claude Awareness Working Working Advanced Advanced
Prompt Engineering
Prompt Engineering for Code Awareness Working Working Advanced Advanced

Architecture & System Design

1 skills · 5 requirements
Skill Junior Middle Senior Lead Principal
System Design
System Design Fundamentals Awareness Working Working Advanced Advanced

Observability & Monitoring

3 skills · 15 requirements
Skill Junior Middle Senior Lead Principal
Logging
Structured Logging Awareness Working Working Advanced Advanced
Metrics & Monitoring
Prometheus & Grafana Awareness Working Working Advanced Advanced
Distributed Tracing
OpenTelemetry Awareness Working Working Advanced Advanced

Version Control & Collaboration

2 skills · 10 requirements
Skill Junior Middle Senior Lead Principal
Git & Workflows
Git Advanced Awareness Working Working Advanced Advanced
Code Review
Code Review Awareness Working Working Advanced Advanced
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