TELECOMMUTE – Canada, or US National
Manager, Machine Learning
REMOTE – US AND CANADA /
From the latest in Edge AI platforms to cloud-ready solutions,Paravisionpowers computer vision-centric solutions that deliver breakthrough capabilities in the most challenging conditions. We’re the top-ranked face recognition provider from the U.S., UK, and EU, delivering world-class capability with an ethical and customer-centric approach. In alignment with our company values, we hire people who are collaborative with a growth mindset, intellectually strong and curious, and energy accretive.
Our business is growing rapidly, and we seek a highly motivatedManager, Machine Learningto lead our high-performing team of machine learning engineers. This role will report to our Director of Machine Learning, and drive the design and creation of scalable machine learning applications that enable various use cases across our customer base, thus being an accelerant for the rapid growthParavisionis experiencing.
What You’ll Do:
Run day-to-day activities of a dynamic team of machine learning scientists, to deliver novel, strategic AI-enabled solutions with diverse, industry-leading skills in distributed machine learning training workflows, edge AI, data engineering and tools both in the cloud and on-device.
Drive the direction of Paravision’s architecture, data collection, analytics, infrastructure, tools, and learning systems.
Review the team’s designs, algorithms, and code while also spending time developing your own.
Read papers and attend top-tier conferences such as CVPR, ECCV, ICCV and Neurips.
Lead the implementation of SOTA algorithms in computer vision + deep learning using modern frameworks such as Pytorch, Tensorflow and MXNet.
Partner with internal stakeholders to ensure the teams’ contributions align with company objectives in defining, architecting and building data ingestion systems and model training pipelines from experimentation to deployment, monitoring and continuous performance improvement.
Perform full lifecycle of team management to attract, engage, retain, coach and performance manage the team of exceptional engineers (e.g., mentoring, recruiting, training and development, performance evaluation).
Actively drive partnership with the Machine Learning team to release models that are top five in the world for accuracy and performance as measured by the NIST FRVT test.
What You Bring:
PhD in Computer Science or related field with research in machine learning.
5+ years of experience building machine learning or AI systems.
2+ years leading and/or managing technical teams.
Expert skills with machine learning software packages (e.g., PyTorch, MXNet, Caffe, scikit-learn, TensorFlow).
Expertise in software engineering standards and best practices.
Deep understanding of mathematical foundations of Machine Learning algorithms.
Experience working with large datasets.
What You Have:
You love the idea of coaching and building leaders.
You have a passion for enabling and motivating people to do their best work.
Strong technical, analytical and quantitative skills with the ability to use data and metrics to back up assumptions, recommendations, and drive decisions.
Demonstrated ability to understand and discuss technical concepts, manage trade offs, and evaluate opportunistic new ideas with internal and external partners.
An entrepreneurial spirit and comfort working within a rapidly chang…
Computer & IT , Statistics , Science
Canada, or US National