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Research Software Engineer

2 weeks ago

hong kong, Hong Kong SAR China IntuVision Limited Full time

Overview Research Software Engineer (Progress-Tracking and BIM Engine) to design and prototype technologies for MEP progress tracking without model retraining, occlusion-aware evidence scoring, multi-image instance association, and an efficient 4D BIM delta engine with cross-version reconciliation. Responsibilities Conduct research on novel schemas and interfaces for an end-to-end MEP progress pipeline that writes status with provenance to the 4D database Implement instance association that links image masks to the same physical MEP components using camera poses and geometric checks Build majority-voting status logic with evidence weighting and monotonic completion guarantees Investigate and create occlusion and coverage scoring that produces capture-gap outputs to guide targeted re-capture Specify and prototype a BIM delta engine with lifecycle states and ID reconciliation across BIM model versions Technical Expertise Data and APIs: Python, REST services, data modeling, Postgres or PostGIS, caching with Redis Geo and BIM: Camera models and extrinsics, projection pipelines, point clouds and meshes BIM formats and toolchains: Autodesk Revit models, Autodesk Construction Cloud, IFC workflows, FBX pipelines Retrieval for VLM or LLM: Context packaging with provenance, freshness and confidence, MCP read-only design Security and provenance: Run metrics, lineage logging and evidence thresholds (Optional): Internal admin consoles with TypeScript and React, ArcGIS Enterprise publishing and ingestion with FileGDB, GeoJSON, shapefile and REST Feature Services, experience with P6 exports and schedule semantics Must-have Qualifications Strong software foundations in Python and API design Experience turning R&D concepts into maintainable reference implementations Comfort with relational schemas and building auditable data pipelines Clear technical writing and specification of validation rules Ability to work independently and collaborate across engineering and domain teams Good-to-Have Qualifications Hands-on work with geospatial or 3D data including GeoJSON, vector or raster data, coordinate systems, point clouds, meshes and BIM concepts Direct experience with Autodesk Revit model handling including export and parameter management and with Autodesk Construction Cloud projects and permissions Proficiency with BIM and 3D exchange formats including IFC and FBX and basic familiarity with GLB or OBJ where relevant Experience with VLM or RAG style retrieval and metadata policy Familiarity with the ArcGIS ecosystem including publishing services and schema design Construction or BIM domain exposure including zones, floors, trades and progress reporting Light front-end capability for internal tools using TypeScript and React If you are excited about applying these approaches, we’d love to hear from you. #J-18808-Ljbffr