AI Engineer

Model Development:

• Design, build, and deploy production-grade AI/ML solutions with a focus on scalable, real-world applications.

Programming & Data Handling:

• Develop and implement machine learning models using Python, PySpark, SQL, and popular ML libraries such as Scikit-learn, XGBoost, and LightGBM.

Cloud ML Platforms:

• Build and manage cloud-native ML solutions using platforms like AWS SageMaker, GCP Vertex AI, or Azure ML.

NLP & GenAI Expertise:

• Apply strong knowledge in natural language processing and generative AI frameworks including Hugging Face, LangChain, and LlamaIndex.

MLOps & Deployment:

• Utilize MLOps tools such as MLflow, Weights & Biases, and DVC for model tracking and versioning. Deploy models using FastAPI, Flask, Docker, and Kubernetes.

Vector Databases & Advanced Use Cases:

• Work with vector databases to enable semantic search and other advanced GenAI use cases.

Text-to-SQL Integration:

• Apply familiarity with SQL Coder or Text-to-SQL models to integrate natural language interfaces with structured data sources.

Stakeholder Collaboration:

• Communicate effectively with stakeholders, translate business problems into technical solutions, and collaborate closely with cross-functional teams.

Education and Work Experience:

• B.E / B.Tech or equivalent degree in Computer Science, Information Technology, or a related field
• 35 years of hands-on experience in developing and deploying AI/ML solutions in production environments

Specialized Knowledge, Skills, and Abilities:

• Proficiency in Python, PySpark, and SQL
• Experience with Scikit-learn, XGBoost, LightGBM
• Strong hands-on experience with AWS SageMaker, GCP Vertex AI, or Azure ML
• Deep understanding of NLP/GenAI technologies: Hugging Face, LangChain, LlamaIndex
• Working knowledge of MLOps tools: MLflow, Weights & Biases, DVC
• Familiarity with deployment using FastAPI, Flask, Docker, Kubernetes
• Experience with Vector Databases and Text-to-SQL models
• Excellent communication, stakeholder engagement, and team collaboration skills