onsite
Founding AI/ML Engineer - David Joseph & Company
ML Engineer
Join an early‑stage startup as a Founding AI/ML Engineer to build in‑house multimodal models that digitize construction workflows, leveraging Python, deep learning frameworks, and cloud infrastructure.
About the role
Key Responsibilities
- Design, develop, and train custom multimodal AI models (vision, language, and sensor data) tailored to construction diagrams and workflows.
- Build end‑to‑end ML pipelines—from data ingestion and annotation to model serving and monitoring—in a cloud environment.
- Collaborate with product and engineering teams to integrate AI capabilities into the core workflow platform.
- Establish best practices for model versioning, reproducibility, and performance optimization.
- Lead research initiatives to explore novel architectures that address domain‑specific challenges in construction data.
Requirements
- 5+ years of hands‑on experience building production‑grade machine‑learning systems, preferably with Python, PyTorch or TensorFlow.
- Strong background in computer vision, natural language processing, or multimodal model development.
- Proficiency with cloud platforms (AWS) and containerization/orchestration tools for scalable model deployment.
- Demonstrated ability to work in fast‑moving, early‑stage environments and translate research into product features.
- Excellent problem‑solving skills and a passion for innovating in a traditionally non‑software industry.
Skills
pythonpytorchtensorflowmachine learningcomputer visionaws