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GirnarSoft · posted 5 months ago
Must-Have Skills & Experience
● 5+ years of software development experience
● Hands-on experience building AI/ML or LLM-powered systems in production
● Strong understanding of LLM fundamentals (tokens, embeddings, context
windows,
temperature, similarity search)
● Experience with RAG systems (indexing, chunking strategies, retrieval
methods)
● Strong prompt engineering expertise (few-shot, structured outputs,
iterative improvements)
● Experience with AI orchestration frameworks (LangGraph, LangChain, or
similar)
● Hands-on experience with vector databases (pgvector, Pinecone, Qdrant,
Weaviate, etc.)
● Strong proficiency in Python
● Experience working with LLM APIs (OpenAI, Claude, or similar)
● Understanding of AI safety concepts (prompt injection, jailbreaking,
mitigation strategies)
● Experience with cloud platforms (AWS preferred) and containerization
(Docker, Kubernetes)
● Strong analytical and problem-solving skills
Good-to-Have Skills
● Experience with AI observability tools (LangSmith, LangFuse)
● Familiarity with Model Context Protocol (MCP) or similar integration
patterns
● Understanding of fine-tuning vs prompt-based approaches
● Programming experience in Java
● Experience with event-driven systems (Kafka, RabbitMQ)
● Telecom domain knowledge (billing, CRM, lifecycle management)
● Experience building customer-facing AI products
● Backend development experience (Go, Node.js, Java microservices)
What We Offer
● Opportunity to build AI systems from scratch on a greenfield platform
● Exposure to high-impact AI initiatives with senior leadership
● Fast-paced environment solving real-world AI challenges at scale
● Flexible work arrangements
Location
Bangalore , Hybrid model