Full Stack Developer

3 weeks ago

Metro Manila Philippines Aurecon Full time

Join to apply for the Full Stack Developer role at Aurecon

We are seeking a Senior Data Engineer specializing in Generative AI to architect and build the data infrastructure that powers our next-generation AI applications. In this role, you will design scalable data pipelines, vector databases, and embedding systems that enable LLM-powered solutions for infrastructure and engineering challenges across the APAC region. You will bridge the gap between traditional data engineering and cutting-edge AI technologies, ensuring our AI agents and applications have access to high-quality, real-time data.

Responsibilities
  • Design and implement end-to-end data pipelines for ingesting, processing, and structuring unstructured data (documents, PDFs, images) for AI consumption.
  • Build and optimise vector database systems and embedding pipelines for large-scale similarity search and RAG applications.
  • Develop robust data orchestration workflows using graph-based execution frameworks to support complex AI data requirements.
  • Implement data quality, governance, and lineage tracking systems specifically tailored for AI/ML workloads.
  • Design and build MCP-compatible data services and tools that integrate seamlessly with AI applications.
  • Collaborate with ML engineers to prepare and curate datasets for LLM evaluation, fine-tuning, and performance monitoring.
  • Establish best practices for incremental data updates, versioning, and metadata management in RAG systems.
  • Build/operate monitoring and alerting systems for data pipeline health, quality metrics, and AI model data drift.

Qualifications (Required)

  • Bachelor’s degree in computer science, Engineering, or related field (or equivalent experience).
  • 3+ years of experience in data engineering with at least 1 year focusing on AI/ML data systems.
  • Demonstrated experience building production data systems that support AI applications.
  • Strong problem-solving abilities and self-directed learning mindset.

Excellent communication skills for technical and non-technical audiences.

Good to have

  • Experience with Model Context Protocol (MCP) implementations and tool integration.
  • Knowledge of data preparation for LLM fine-tuning and dataset curation.
  • Familiarity with multi-modal data pipelines (text, image, video, audio).

Experience building developer-facing data APIs and services.

Benefits

  • Flexibility - 1x every fortnight reporting in the office.
  • Wellbeing - we prioritise your health.
  • Recognition - your impact matters.
  • Family - support for modern families and carers.
  • Community - give back through volunteering days.
  • Career development - learn, lead and shape your career.
About Us

We’ve re-imagined engineering. Aurecon is an engineering and infrastructure advisory company that co-creates innovative solutions with clients to address some of the world’s most complex challenges. We listen deeply to see opportunities, possibilities, and potential that others can’t. Think engineering. Think again.

Seniority level
  • Mid-Senior level
Employment type
  • Full-time
Job function
  • Engineering and Information Technology

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