PythonDeveloper

Job Title: Python Developer (3-4 Years)

Location: Pune(

CTC: ₹15 LPA

Role Overview

Poonawalla Fincorp is seeking a Python Developer with hands-on experience in Milvus vector database, embedding models, and semantic search systems. The ideal candidate will be proficient in Python and its ecosystem, with expertise in integrating Milvus with modern web frameworks and deploying scalable AI-driven solutions.

Key Responsibilities

• Develop and maintain Python applications using
  FastAPI, Flask
  , and libraries like
  NumPy, Torch
  .
• Design schemas using
  FieldSchema and CollectionSchema
  in
  Milvus
  .
• Integrate
  Milvus with Python
  applications for high-performance vector search.
• Utilize
  PyMilvus
  to manage collections, indexes, and perform vector similarity searches.
• Implement embedding models (e.g.,
  Deepface, Arcface
  ) to convert raw data into vector representations.
• Build and optimize semantic search, recommendation systems, and image similarity pipelines.
• Create and manage vector indexes and apply metadata filtering using scalar fields.
• Document
  data schemas, workflows, and APIs
  with clarity.
• Collaborate with teams to deploy solutions using
  Docker, Kubernetes, or cloud platforms (AWS, GCP, Azure).
• Apply knowledge of
  Approximate Nearest Neighbor (ANN)
  algorithms and vector indexing strategies to improve search efficiency.

Required Experience & Skills

• 3-4 years of Python development experience.
• Strong proficiency in Python, with experience in
  FastAPI / Flask, NumPy, Torch
  .
• Hands-on experience with
  Milvus DB, PyMilvus, and vector database
  concepts.
• Solid understanding of
  embedding models and vector-based search techniques
  .
• Familiarity with
  semantic search, recommendation engines, and image similarity pipelines
  .
• Experience with
  Docker, Kubernetes
  , or cloud deployment
  (AWS, GCP, Azure
  ).
• Knowledge
  of ANN algorithms
  and indexing strategies.
• Excellent documentation and communication skills.

Technical Skills

Core Skills: Python, FastAPI/Flask, NumPy, Torch

Database: Milvus DB, PyMilvus, FieldSchema/CollectionSchema, Vector Indexing, Metadata Filtering, Microsoft SQL Server, Oracle Database (19c onwards)

Tools: VS Code, GitHub, Postman, Docker