Full Stack Developer
Vishall bambelwalUnited StatesMIDPosted 7d ago
PythonLLMsAgentic AIRAGembeddingsvector databasesAWSAzureKubernetesDatabricksSageMakerMLflowSQLPostgreSQLNoSQLOpenSearchRedis
About the Role
We are seeking a Full Stack Developer with expertise in AI/ML solutions to join our team. This role involves developing and implementing AI applications with a focus on large language models and agentic AI.
Key Responsibilities
• Develop production AI applications with tracing, evaluations, and guardrails
• Evaluate and optimize retrieval and recommendation quality
• Work with vector databases and embeddings
• Implement solutions on cloud platforms (AWS, Azure) and container orchestration (Kubernetes)
Requirements
• 7+ years in software development
• 4+ years working on AI/ML solutions
• Strong knowledge of data structures, algorithms, ML, and information retrieval
• Experience with SQL, PostgreSQL, NoSQL databases, and search technologies
Preferred Skills
• Experience with Graph RAG, knowledge graphs, and recommendation/ranking models
• NLP, document extraction, summarization, and reranking
• Familiarity with agent frameworks and memory
• Experience with Salesforce, financial services/payments, and model risk management
• Proficiency in TypeScript/JavaScript, Next.js, Svelte, Go, or Rust