M U S T - H A V E S K I L L S

Backend Engineering

- Python, FastAPI / Flask
- REST APIs, Async Architecture
- Concurrency, Multiprocessing
- Memory Management & Performance Optimization
- Docker, Kubernetes, CI/CD
- AWS / GCP / Azure

Machine Learning

- 5+ years in ML Development
- Research → Prototype → Production pipeline experience
- PyTorch, TensorFlow
- Feature Engineering & Data Preprocessing
- Model Monitoring & Drift Detection
- MLflow, Weights & Biases, Airflow

LLM / Generative AI

- RAG (Retrieval-Augmented Generation)
- Prompt Engineering
- LoRA / PEFT Fine-Tuning
- LLaMA, Mistral & Open-Source LLMs
- Embeddings, Vector Databases & Similarity Search
- Context Window Optimization
- Cost-Aware LLM Design
- Hallucination Detection, Prompt Testing & Output Validation

VLM / Multimodal AI

- Multimodal Transformers
- CLIP, BLIP, LLaVA
- Image Embeddings
- Cross-Modal Retrieval
- OCR Integration
- Image Preprocessing Pipelines





programming.com | Confidential & Internal Use Only | Confidential Use Only

J O B D E S C R I P T I O N

Senior AI/ML Engineer | LLM, VLM & Generative AI

- Image Model Deployment

AI Architecture

- Scalable LLM Systems
- RAG Architecture Design
- Caching Strategies & Token Optimization
- Streaming Responses
- Kafka / RabbitMQ
- Async Task Execution
- Prompt Injection Prevention
- Data Privacy & Rate Limiting

G O O D - T O - H A V E S K I L L S

- Quantization (4-bit / 8-bit)
- Model Distillation
- vLLM / TGI
- AI Agents & Multi-Agent Systems
- GPU Orchestration
- Distributed Training
- Triton Inference Server
- Model Sharding
- GPU Memory Monitoring
- Autoscaling Inference Endpoints

Pay: ₹805,906.54 - ₹1,782,322.22 per year

Perks:

- Paid sick time
- Paid time off
- Provident Fund

Work Location: In person

📌 AI/ML Engineer (India)
🏢 programming.com
📍 India