
FieldAssist - Senior Software Developer - Python/Django
2 days ago
About Us :
Welcome to FieldAssist, where Innovation meets excellence.
We are a top-tier SaaS platform that specializes in optimizing Route-to-Market strategies and enhancing brand relationships within the CPG partner ecosystem.
With over 1,00,000 sales users representing over 600+ CPG brands across 10+ countries in South East Asia, the Middle East, and Africa, we reach 10,000 distributors and 7.5 million retail outlets every day.
FieldAssist is a 'Proud Partner to Great Brands' like Godrej Consumers, Saro Africa, Danone, Tolaram, Haldirams, Eureka Forbes, Bisleri, Nilons, Borosil, Adani Wilmar, Henkel, Jockey, Emami, Philips, Chings and Mamaearth among others.
Do you crave a dynamic work environment where you can excel and enjoy the journey? We have the perfect opportunity for you.
Responsibilities :
- Develop end-to-end ML pipelines including data preprocessing, model inference, and result delivery.
- Integrate and scale AI/LLM models, including RAG (Retrieval Augmented Generation) and intelligent agents.
- Design and optimize ETL pipelines and data workflows using tools like Apache Airflow or Prefect.
- Work with Azure SQL and Cosmos DB for transactional and NoSQL workloads.
- Implement and query vector databases for similarity search and embedding-based retrieval (e.g., Azure Cognitive Search, FAISS, or Pinecone).
- Deploy services on Azure Cloud, using Docker and CI/CD practices.
- Collaborate with cross-functional teams to bring AI features into product experiences.
- Write unit/integration tests and participate in code reviews to ensure high code quality and maintain applications using the .NET platform and environment.
Who we're looking for :
- Experience building and consuming RESTful APIs in production systems.
- Solid grasp of ML workflows, including model integration, inferencing, and LLM APIs (e.g., OpenAI).
- Familiarity with RAG, vector embeddings, and prompt-based workflows.
- Proficient with Azure SQL and Cosmos DB (NoSQL).
- Experience with vector databases (e.g., FAISS, Pinecone, Azure Cognitive Search).
- Proficiency in containerization using Docker, and deployment on Azure Cloud.
- Experience with data orchestration tools like Apache Airflow.
- Comfortable working with Git, CI/CD pipelines, and observability tools.
- Strong debugging, testing (pytest/unittest), and optimization skills.
Good to Have :
- Exposure to MLOps practices and Azure ML.
- Hands-on experience with PySpark for data processing at scale.
- Contributions to open-source projects or AI toolkits.
- Background working in startup-like environments or cross-functional product teams.
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