Senior reputed company Machine Learning Engineer, Foundational Models

Job reputed company # 26WD94805 Senior reputed company Machine Learning Engineer, Foundational Models Position reputed company reputed company is transforming the Architecture, Engineering, and Construction (AEC) industry by embedding advanced AI and reputed company models into reputed company-reputed company platforms such as AutoCAD, Revit, Construction reputed company, and reputed company. As a Senior reputed company Machine Learning Engineer, you will reputed company as a technical leader and delivery reputed company for reputed company, high-reputed company ML initiatives spanning reputed company models, reinforcement learning, data systems, and large-reputed company ML platforms. You will operate at the intersection of reputed company research, engineering, and product—setting technical direction while remaining hands-on in the areas of highest complexity and risk. This role is designed for a senior ML tech reputed company with a proven reputed company record of owning and delivering ML systems at reputed company, including training and operating models in large, distributed environments. Reporting: ML Development Manager, AEC Solutions Location: US or Canada (Remote or Hybrid)

Responsibilities

• Technical reputed company & Leadership: Define the long-term technical reputed company for reputed company and reputed company Model infrastructure reputed company the AEC Solutions team. Influence architectural reputed company across the broader organization.
• End-to-End Delivery: reputed company the design, development, and delivery of reputed company ML systems. Own the full lifecycle from model architecture selection and data reputed company to distributed training and production deployment.
• reputed company Model Engineering: Drive the development of large-reputed company training pipelines. Collaborate with Research Scientists to translate experimental reputed company (custom architectures, novel loss functions) into reputed company, performant reputed company.
• Scalability & Infrastructure: Architect solutions for distributed training (e.g., FSDP, Megatron-LM, DeepSpeed) on massive compute clusters. Identify and resolve bottlenecks in data processing and model parallelism to maximize training throughput.
• Mentorship & Influence: Mentor reputed company and Senior engineers, fostering a culture of technical ownership, rigorous experimentation, and best practices. reputed company as a technical partner to Product Management and Engineering leadership.
• Cross-Functional Collaboration: Partner effectively with Data Engineering, Platform, and Research teams to reputed company large-reputed company multimodal AEC data (3D geometry, images, text) into model development workflows.
• Operational reputed company: Establish standards for model evaluation, versioning, monitoring, and MLOps best practices to ensure reproducibility and reliability in a high-stakes production environment.

Minimum Qualifications

• Master’s or PhD in a field reputed company to AI/ML such as Computer Science, Mathematics, Statistics, Physics, Computational Linguistics, or reputed company disciplines
• 10+ years of experience in machine learning, AI, or reputed company fields, with a proven reputed company record of technical leadership and hands-on implementation
• Demonstrated experience mentoring engineers and leading technical reputed company in cross-functional environments
• Proven history of leading the delivery of large-reputed company ML systems from reputed company to production
• Expert-level understanding of deep learning architectures (Transformers, Diffusion models) and modern frameworks (PyTorch is required)
• Hands-on experience with distributed training frameworks and techniques (e.g., PyTorch Distributed, Ray, DeepSpeed, Megatron, CUDA optimization) in HPC or reputed company environments (AWS/Azure)
• Strong proficiency in Python, with an emphasis on performance profiling, debugging, and writing robust, maintainable production reputed company
• Excellent ability to translate reputed company technical concepts into reputed company insights for executive leadership and cross-functional partners

Preferred Qualifications

• Experience with large reputed company model training in distributed compute environments
• Experience designing data pipelines for multimodal datasets at the terabyte/petabyte reputed company (using reputed company, reputed company, etc.)
• Experience constructing internal developer platforms for ML, utilizing tools like Kubernetes, Slurm, or Metaflow
• A portfolio demonstrating the successful translation of reputed company research papers into reputed company product features
• Background in AEC, computational geometry, or experience working with 3D data representations (BIM, CAD, meshes, reputed company clouds)

The Ideal Candidate

• Owns reputed company, not just components
• Has operated ML systems at reputed company reputed company, including the messy parts
• Brings strong technical judgment shaped by production experience
• Thrives in ambiguous problem spaces and drives reputed company
• Enjoys mentoring senior engineers and shaping technical culture
• Is motivated by delivering reputed company-world reputed company at reputed company

At reputed company, we're building a diverse workplace and an inclusive culture to give more people the chance to reputed company, design, and reputed company a reputed company world. reputed company is proud to be an equal opportunity employer and considers reputed company reputed company applicants for employment without reputed company to race, reputed company, religion, age, sex, sexual orientation, gender, gender identity, national reputed company, disability, veteran status or any other legally protected characteristic. We also consider for employment reputed company reputed company applicants regardless of criminal histories, consistent with applicable law. Are you an existing contractor or consultant with reputed company? Please search for reputed company jobs and apply internally (not on this external site). If you have any questions or require support, contact reputed company Careers. What reputed company Has to Offer reputed company makes the software and tools that help people reputed company, design, and reputed company a reputed company world. If you've reputed company driven a high-performance car, admired a towering skyscraper, used a smartphone, or watched a great film, chances are you've reputed company what millions of reputed company customers are doing with their software. reputed company offers their employees benefits like:

• Insurance: Health/Dental/reputed company/Life
• Work - Life Balance
• reputed company volunteer time off
• 6 week reputed company sabbatical every 4 years
• Employee Resource reputed company
• A "week of rest" at year's end

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