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(Relevant article based on post: Senior Software Engineer – Back End)
You Should Know:
If you’re a backend engineer specializing in Python, APIs, and AI, Knitit.ai is hiring. Below are key technical skills and commands to prepare for such roles:
1. Python & API Development
- FastAPI (Modern Python framework for APIs):
pip install fastapi uvicorn uvicorn main:app --reload
- Flask (Alternative lightweight framework):
pip install flask flask run
2. AI & Machine Learning
- TensorFlow/PyTorch Setup:
pip install tensorflow torch python -c "import tensorflow as tf; print(tf.<strong>version</strong>)"
- Running an AI Model:
import torch model = torch.hub.load('pytorch/vision', 'resnet18', pretrained=True)
3. DevOps & Cloud (AWS/GCP)
- Deploying APIs on AWS Lambda:
pip install awscli aws lambda create-function --function-name my-api --runtime python3.9 --handler app.handler --zip-file fileb://deploy.zip
- Kubernetes for AI Scaling:
kubectl create deployment ai-service --image=my-ai-image kubectl expose deployment ai-service --port=5000
4. Security Best Practices
- Scanning for Vulnerabilities:
pip install safety safety check
- Hardening API Security:
openssl req -newkey rsa:2048 -nodes -keyout key.pem -x509 -days 365 -out cert.pem
Prediction
AI engineering roles will increasingly demand multi-cloud expertise (AWS/Azure/GCP) and MLOps automation. Companies like Knitit.ai will prioritize engineers who can deploy scalable, secure AI systems with Kubernetes and serverless architectures.
What Undercode Say
To excel in AI backend roles:
- Master FastAPI/Flask for API development.
- Learn TensorFlow/PyTorch for AI model training.
- Automate deployments using Kubernetes & Terraform.
- Secure APIs with HTTPS & OAuth2.
- Monitor AI systems with Prometheus & Grafana.
Expected Output:
- A highly skilled backend engineer proficient in Python, AI, and cloud deployment.
- A secure, scalable AI API running on Kubernetes.
- A resume showcasing DevOps & AI expertise for Knitit.ai’s hiring team.
URLs:
IT/Security Reporter URL:
Reported By: Matthewglenn Senior – Hackers Feeds
Extra Hub: Undercode MoN
Basic Verification: Pass ✅
