Paradigm · 13 hours ago
Senior Applied ML Engineer
United States
Full-time
Remote
Senior Level
5+ years expParadigm is a software company transforming the way that the residential, construction & building product industries operate across the globe. They are seeking a Senior Applied ML Engineer to design, implement, and scale machine learning systems that power next-generation construction and digital twin solutions. The role involves applying advanced ML techniques to automate critical workflows and deliver practical AI systems.
CRMInformation TechnologyService IndustrySoftwareTransaction Processing
Responsibilities
Develop and optimize CNN and LLM-powered models for computer vision, document extraction, and automated construction workflows
Prototype, fine-tune, and assess models for NLP tasks such as classification, entity recognition, and summarization of construction data
Build scalable ML pipelines and backend services that integrate into production-grade agents and digital platforms
Drive the end-to-end ML lifecycle: from experimentation and training, to deployment, monitoring, and continuous improvement
Integrate retrieval, ML, and rules-based methods to deliver reliable, explainable, and supportable features
Collaborate closely with product managers, software engineers, and construction domain experts to solve real-world challenges with measurable business impact
Qualification
Required
Bachelor's or Master's degree in Computer Science, Machine Learning, or related field
5+ years of experience designing and deploying applied ML systems at scale
Experience with computer vision (CNNs, object detection, segmentation) and natural language processing (LLMs, embeddings, transformers)
Strong proficiency in Python and ML frameworks (PyTorch, TensorFlow, Hugging Face)
Experience with ML Ops platforms and deploying ML systems into production (MLflow, Kubeflow or equivalent)
Experience with APIs, CI/CD pipelines, cloud platforms (AWS/Azure/GCP)
Ability to clearly communicate technical concepts to both engineers and non-technical stakeholders
Preferred
Experience applying ML in construction, CAD/BIM, architecture, or digital twin platforms
Familiarity with graph-based retrieval, RAG pipelines, or multimodal ML
Company
Paradigm
Paradigm provides a software platform that focuses on the building products industry.
501-1000 employees
H1B Sponsorship
Paradigm has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (1)
2024 (4)
2023 (1)
2022 (1)
2021 (4)
2020 (1)
Funding
Current Stage
Late StageTotal Funding
unknown2021-06-29Acquired
Leadership Team
L
Lyn Hartl
Founder/Owner
Recent News
2025-10-01
2025-07-08
Company data provided by crunchbase