AI Engineer

5 days ago

bangalore, India Gumo Full time
Responsibilities:
  • Design, build, and maintain our AI-driven knowledge graph creation pipeline
  • Integrate third-party APIs for web scraping (e.g., Browserless), search (e.g., Tavily), and multimedia processing
  • Develop and refine sophisticated prompts for Large Language Models (Amazon Bedrock, Claude) to perform high-accuracy data extraction from unstructured text and video transcripts
  • Build and manage the backend data workflow using Python and Django, populating a PostgreSQL database
  • Implement an agentic AI system that translates natural language user queries into structured database lookups via the Django ORM
  • Develop data validation, cleaning, and entity deduplication logic to ensure knowledge graph integrity
  • Optimize the end-to-end pipeline for performance, scalability, and cost-effectiveness


Required Technical Skills:
  • 4+ years of software development experience with strong Python proficiency
  • Proven experience working with major LLM APIs (Amazon Bedrock, OpenAI, Google Gemini)
  • Expertise in prompt engineering for complex data extraction and agentic tasks
  • Hands-on experience with web scraping tools or services (e.g., Beautiful Soup, Scrapy, Browserless, Apify)
  • Strong experience with backend frameworks, preferably Django
  • Proficiency with relational databases (PostgreSQL) and ORMs
  • Experience integrating various REST APIs
  • Proficiency with version control (Git)


Preferred Skills:
  • Experience with agentic frameworks like LangChain or LangGraph
  • Familiarity with cloud services, particularly AWS (S3, Lambda, RDS, Transcribe)
  • Knowledge of workflow automation tools (e.g., n8n, Airflow)
  • Understanding of graph databases (Amazon Neptune, Neo4j) and query languages (Gremlin, Cypher)
  • Experience with multimedia processing libraries (e.g., ffmpeg)
  • CI/CD for AI/ML systems
  • Familiarity with vector databases and semantic search concepts


Technical Requirements:
  • Deep understanding of Retrieval-Augmented Generation (RAG) architecture
  • Experience building secure Text-to-SQL or Text-to-ORM systems
  • Proficiency in processing both unstructured (text, transcripts) and structured (database) data
  • Strong knowledge of data structures, algorithms, and system design principles
  • Understanding of the trade-offs between different data storage solutions (SQL vs. Graph vs. Vector)


Qualifications:
  • Bachelor's in Computer Science, AI, Data Science, or a related field
  • 2+ years of relevant software engineering experience, with a significant focus on AI solutions
  • Strong analytical and problem-solving abilities, especially with messy, real-world data
  • Excellent communication skills to articulate complex technical concepts
  • Experience working in Agile/Scrum environments


Benefits:
  • Competitive salary and benefits package
  • Opportunity to work on challenging projects using cutting-edge technologies
  • Professional development opportunities
  • Flexible work arrangements
  • Collaborative and innovative work environment
  • Health insurance and other benefits
  • Regular team events and activities


Contact us:

Send us your resume with your preferred position to below address

careers@gumo.co.in


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