Python AIML Engineer_Bangalore /Pune _Aziro

Job Descrption

We are seeking a skilled AI/ML Engineer with 5+ years of experience to design, develop, and deploy scalable machine learning and AI solutions. The role involves working on real-world problems using advanced ML, deep learning, and Generative AI techniques, while ensuring production-grade reliability, performance, and compliance.

Key Responsibilities

Model Development & Deployment

• Design, develop, and optimize machine learning and deep learning models
• Work on supervised, unsupervised, and reinforcement learning use cases
• Deploy models into production using scalable APIs and microservices
• Optimize models for performance, latency, and cost

Generative AI & LLMs

• Build and integrate solutions using LLMs (e.g., OpenAI, open-source models)
• Implement RAG (Retrieval-Augmented Generation) pipelines
• Fine-tune models and design prompt engineering strategies
• Develop AI agents and workflow automation systems

Data Engineering & Processing

• Collect, clean, and preprocess structured and unstructured data
• Build feature engineering pipelines
• Work with large-scale datasets and distributed systems

MLOps & Lifecycle Management

• Implement CI/CD pipelines for ML models
• Monitor model performance, drift, and retraining needs
• Use tools for experiment tracking, versioning, and model governance

Collaboration & Stakeholder Interaction

• Work closely with product managers, engineers, and business stakeholders
• Translate business requirements into technical AI solutions
• Present findings and model performance to leadership

Required Skills

Core AI/ML Skills

• Strong experience in machine learning algorithms and statistical modeling
• Hands-on experience with deep learning frameworks (TensorFlow / PyTorch)
• Experience with NLP, Computer Vision, or Time-Series models

Generative AI

• Experience with LLMs, prompt engineering, and RAG architectures
• Familiarity with frameworks like LangChain, LlamaIndex, or LangGraph
• Understanding of embeddings, vector databases (FAISS, Pinecone, etc.)

Programming & Tools

• Strong programming in Python
• Experience with libraries: scikit-learn, pandas, NumPy, Hugging Face
• Knowledge of REST APIs, FastAPI/Flask
• Experience with Docker, Kubernetes (preferred)

Cloud & Platforms

• Hands-on experience with AWS / GCP / Azure
• Familiarity with ML services like SageMaker, Vertex AI, or Azure ML

Qualifications

• Bachelors/Masters degree in Computer Science, AI, Data Science, or related field
• Relevant certifications in AI/ML or Cloud (preferred)

Key Competencies

• Strong problem-solving and analytical thinking
• Ability to work independently and in cross-functional teams
• Good communication and presentation skills
• Ownership mindset and attention to detail