09 Sep
|
Digitals AI
|
Hyderabad
09 Sep
Digitals AI
Hyderabad
Responsibilities:
Work with vector databases (such as Pinecone, Faiss, or Weaviate) to build AI-driven search and retrieval systems.
Design and implement scalable database architectures using PostgreSQL and MongoDB to efficiently store and retrieve structured and unstructured data.
Collaborate with data scientists and AI engineers to deploy, fine-tune, and integrate AI models into production environments.
Create RESTful APIs using Django REST Framework (DRF) for serving AI model predictions and interacting with backend data.
Develop data pipelines for pre-processing, cleaning, and transforming unstructured data (e.g., text, images) for use in AI models.
Ensure the scalability and maintainability of backend systems and services.
Write effective, reusable, and modular code while following best practices for code quality and version control.
Monitor, debug, and optimize AI model performance in production.
Requirements:
Required Skills and Qualifications:
Solid proficiency in Python programming.
Solid experience with Django and Django REST Framework (DRF).
Familiarity with AI models and tools such as OpenAI (GPT), Hugging Face, or other NLP/ML libraries.
Experience with vector databases (e.g., Pinecone, Weaviate, Faiss) for AI-driven search and data retrieval.
Hands-on experience with PostgreSQL and MongoDB, including schema design, optimization, and performance tuning.
Understanding of unstructured data (e.g., text, images) and best practices for handling it in a database.
Experience deploying and maintaining AI models in a production environment.
Familiarity with cloud platforms (AWS, GCP, or Azure) is a plus.
Knowledge of Docker and CI/CD pipelines for deployment is desirable.
Experience with task queues (e.g., Celery) for handling long-running AI inference tasks is a plus.
Preferred Skills:
Experience with data processing libraries such as Pandas, Numpy, and Scikit-learn.
Knowledge of contemporary machine learning frameworks such
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