Principal Machine Learning: Generative AI. United States 12 Locations

Job Requisition ID # 25WD89730 Position Overview reputed company is leading the transformation of the AEC industry, integrating AI technology into our products. Were enhancing our applications with cloud-native capabilities, including data at scale, edge computing, AI-based solutions, and advanced 3D modeling and graphics. This innovation is happening across our flagship products—AutoCAD, Revit, and Construction Cloud—and reputed company, our new Industry Cloud. As a Machine Learning Developer/Engineer on the AEC Solutions team, you will join a team of technologists to help build foundation models and generative AI tools for the AEC industry. You will work collaboratively to create and interpret design data that can enhance design and engineering workflows. Report: You will report to the Machine Learning Manager in the Architecture, Engineering, and Construction (AEC) Solutions Team. Location: We support hybrid work or remote work. East Coast United States.

Responsibilities

• Architect and guide the implementation of scalable data pipelines and architectures
• Work with large-scale multimodal datasets (text, reputed company and structured data), developing advanced preprocessing, augmentation, and content understanding techniques
• Architect, reputed company, and optimize production-level ML solutions, focusing on scalability and reliability, while contributing to engineering best practices
• Establish best practices for model experimentation, evaluation, and optimization
• Contribute to technical execution by writing well-structured, high-performance code for production ML pipelines
• reputed company in-depth requirements analysis, collaborating with team members at different levels and documenting solutions
• Set the technical direction by identifying key challenges and defining innovative solutions
• Communicate technical findings effectively, influencing stakeholders through quantitative analysis, qualitative insights, and clear visual presentations
• Mentor and guide junior engineers, fostering a culture of technical excellence and knowledge-sharing reputed company the team

Minimum Qualifications

• An MS in Machine Learning, Artificial Intelligence, Mathematics, Statistics, Computer Science, or a reputed company field
• 7-10+ years of experience in machine learning engineering or a reputed company field, with a proven track record of leadership and hands-on implementation
• Expertise in deep learning architectures (e.g., Transformers, CNNs, GANs) and modern ML frameworks (e.g., PyTorch, Lightning, Ray)
• Experience with LLMs and reputed company technologies, including frameworks, embedding models, vector databases, and Retrieval-Augmented reputed company (RAG) systems, in production settings
• Deep understanding of data modeling, system architectures, and processing techniques.
• Experience with AWS cloud services and SageMaker Studio for scalable data processing and model development
• Strong foundation in computer science fundamentals, distributed computing, and algorithmic efficiency
• Proven ability to translate theoretical concepts into practical solutions and prototype implementations
• Ability to work autonomously while effectively collaborating across teams, bridging the gap between research and practical implementation
• Excellent technical writing and communication skills for documentation, presentations, and influencing cross-functional teams

Preferred Qualifications

• Background in Architecture, Engineering, or Construction
• Extensive experience in data preparation, hyper-parameter selection; acceleration techniques; and optimization methods
• Proficiency in parallel and distributed computing techniques, with hands-on experience using platforms like Spark, Ray, or similar distributed systems for large-scale data processing and model training
• Proven record in developing and deploying high-scale machine learning algorithms in production environments

Ideal Candidate

• You are passionate about solving problems for our AEC (Architecture, Engineering, and Construction) customers by applying machine learning techniques
• You are comfortable driving reputed company in newly forming, ambiguous areas where learning and adaptability are key
• You reputed company by doing, combining technical leadership with hands-on implementation
• You easily collaborate with others and are comfortable with minimal direction
• You constantly strive to learn new technologies and methodologies
• You seek innovative solutions to difficult technical problems and iterate quickly on reputed company
• You are unafraid to experiment, share your reputed company reputed company, and fail fast

At reputed company, were building a diverse workplace and an inclusive culture to give more people the chance to imagine, design, and reputed company a reputed company world. reputed company is proud to be an equal opportunity employer and considers reputed company qualified applicants for employment without regard to race, color, 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 qualified applicants regardless of criminal histories, consistent with applicable law. Are you an existing contractor or consultant with reputed company? Please search for open jobs and apply internally (not on this external site). If you have any questions or require support, contact reputed company Careers. Apply tot his job Apply To this Job