Job Description

About the Role builtstream Inc. is looking for an Artificial Intelligence / Machine Learning Application Developer to join our growing, experienced team. The successful candidate will work with the business and development teams to create and enhance applications to automate the transformation of object data into digital models. Development and research efforts will focus on designing and implementing an AI/ML application pipeline from data input to final outputs and visualization in a production environment. The resulting application will provide high-quality, accurate and robust solutions for analytical automation and seamless integration with best-in-class industry tools. The AI/ML Application Developer will help define and clarify functional and non-functional requirements, including feasibility, time requirements, model requirements and performance capabilities, based on their expertise and inputs from other team members, users and industry experts. The Developer will also create, select, design and build the AI/ML models required to advance the technology and the business.
The Ideal Candidate The ideal candidate is a team player with a growth mindset and a healthy dose of curiosity. This individual is experienced with cross-functional teams that include product marketing, software engineers, developers and other AI/ML experts. The candidate must have excellent self-management skills and be able to understand challenges and implement solutions to reach long-term product objectives. In addition, the right person will have the following:

• Excellent communication and problem-solving skills
• Ability to work collaboratively and adaptively
• Ability to prioritize and meet deadlines
• Ability to learn new technologies and skills
• Attention to detail

Responsibilities

• Formulate application requirements into AI/ML problems. Requirements may include regulatory, industry (e.g., ISO), business and customer requirements into application designs and AI/ML models
• Select and design/build AI/ML models from scratch
• Design and implement the AI/ML application pipeline
• Design, implement and manage the continuous integration and deployment
• Design, implement and manage solution testing with a particular focus on quality, performance and user experience
• Keep current with related technologies, methodologies, frameworks and resources, which will include research and communications of finding to team members
• Write technical documentation or papers describing research and research findings, development, logic, coding and corrections

Qualifications

• Three or more years of developing commercial AI/ML solutions
• Solid understanding of the concepts required for standard AI/ML algorithms
• Proficiency in Python
• Proficiency in key ML / AI frameworks: PyTorch, TensorFlow, Scikit-Learn, Pandas, Statsmodels, Python data science stack, etc.
• A mathematical background which includes statistical analysis, probabilities, optimization and linear algebra
• At the minimum, a Bachelor\'s degree in Data Science, Computer Science, Computer Engineering or Statistics
• Specialized knowledge in vision systems, image processing, would be an asset

About Builtstream builtstream Inc. (BSI) provides data management and modelling of buildings in the cloud. The BSI platform allows users to upload and share raw laser scan and imagery data and will transform them into 2D and 3D industry-standard digital models using builtstream\'s proprietary AI engine. The technology can reduce time-to-model by weeks and enables users to share data and models with anyone, anywhere. builtstream integrates with industry tools and systems in a secure, easy-to-use online platform.