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AI Engineer
4 weeks ago
Overview
Join to apply for the AI Engineer role at DBA Advisory .
Do you have a deep understanding of LLMs and embedding models? Can you confidently communicate with clients and foreign counterparts?
If your answer is yes, then WE WANT YOU
We are looking for an AI Engineer who’ll be at the forefront of designing and deploying AI-powered solutions that improve both our internal operations and client-facing services.
Responsibilities- Architect, deploy, and maintain scalable vector databases using platforms like Pinecone, Weaviate, Milvus, or ChromaDB.
- Design and implement efficient data ingestion pipelines from diverse sources, including emails, PDFs, SharePoint, and Slack.
- Embed internal knowledge from documents using transformer-based models.
- Develop and optimize chunking, embedding, indexing, and retrieval strategies to ensure peak RAG (Retrieval-Augmented Generation) performance.
- Build and deploy autonomous AI agents using frameworks such as LangChain, CrewAI, AutoGen, or AgentOps to automate document analysis and summarization, contract summarization, procurement tracking, and invoicing workflows.
- Fine-tune agents to seamlessly integrate with internal APIs and tools.
- Implement robust security and permission models to control agent access and actions across different departments.
- Integrate AI solutions with existing internal systems via REST, GraphQL, and Webhooks.
- Build comprehensive monitoring and logging systems to track agent performance and behavior.
- Lead the selection, fine-tuning, and optimization of both hosted and open-source models.
- Partner with stakeholders to align AI initiatives with core business objectives.
- Develop documentation and training materials for internal users.
- Stay on top of emerging AI tools and research applicable to vector-based retrieval and autonomous agents.
- Bachelor’s or Master’s degree in Computer Science, AI/ML, Data Engineering, or a related field.
- 2-4+ years of hands-on experience in AI, ML engineering, or backend software engineering.
- Strong proficiency in Python and AI agent frameworks like LangChain, CrewAI, or similar.
- Hands-on experience with vector databases such as Pinecone, Weaviate, or ChromaDB.
- Deep understanding of LLMs and embedding models (OpenAI, Hugging Face models).
- Experience with REST APIs and data integration.
- Familiarity with Docker, cloud platforms (Azure, GCP, AWS), and CI/CD pipelines.
- Proven ability to develop enterprise-grade RAG pipelines.
- Familiarity with OAuth2 authentication and secure API token management.
- Exposure to SaaS platforms like Pabbly, Xero, or Employment Hero.
- Understanding of document structures in legal, financial, or engineering domains.
- Excellent communication skills, both written and verbal, with the ability to confidently communicate with clients and foreign counterparts.
- Strong organizational skills and the ability to manage multiple priorities in a fast-paced, deadline-driven environment.
- Proactive, punctual, and a strong team player with a high attention to detail.
- Willing to be assigned to Subic, Clark, Tarlac, Bataan, or Iba, Zambales.
- Seniority level: Mid-Senior level
- Employment type: Contract
- Job function: Engineering and Information Technology
- Industries: Outsourcing and Offshoring Consulting
