What are the responsibilities and job description for the Chief Artificial Intelligence Architect position at American Nano Society?
We are open to remote work from any continental U.S based major city with access to an international airport.
Wondering what’s within Beckman Coulter Diagnostics? Take a closer look.
At first glance, you’ll see that for more than 80 years we’ve been dedicated to advancing and optimizing the laboratory to move science and healthcare forward. Join a team where you can be heard, be supported, and always be yourself. We’re building a culture that celebrates backgrounds, experiences, and perspectives of all our associates. Look again and you’ll see we are invested in you, providing the opportunity to build a meaningful career, be creative, and try new things with the support you need to be successful.
Beckman Coulter Diagnostics is proud to work alongside a community of six fellow Diagnostics Companies at Danaher. Together, we’re working at the pace of change to improve patient lives with diagnostic tools that address the world’s biggest health challenges.
In this role, you will have the following opportunities, but are not limited to:
Lead, architect, design and develop secure, scalable, high-performance and reliable – and cost effective - AI platform software and services for hematology instrument features.
Provide technical leadership to AI engineers to advance AI analysis outcomes and innovations
Translate AI customer requirements into architectural models that will operate at large scale and high performance and guide customers on how to run these architectural models
Define, deploy and advance processes for: AI/ML DevOps including API-first principles, microservices, SDLC/MDLC (model development life cycle), CI/CD, quality, monitoring, security, extensibility and maintainability of software and services
Define templates and process for the design and analysis of AI models and workflows, data flows, and integration patterns for structural deficiencies/soundness to build a robust and complete future state model.
Lead by example to review code, look for design breaches, provide meaningful and relevant feedback to developers, stay up to date with system changes
Comfortably present and acquire consensus using multiple methods: Written diagrams and text, in-person meetings, in-person and remote presentations to both technical or semi-technical audiences
Provide technical leadership to AI engineers, software developers, data scientists/engineers, and product owners/managers through brainstorming sessions, design reviews, and retrospectives.
Drive innovation of new hematological parameters based on data pattern discoveries
The Essential Requirements Of The Job Include
Advanced degree in a quantitative discipline (e.g. statistics, statistical genetics, imaging science, computational biology, computer science, applied mathematics, applied physics or similar) or equivalent practical experience
Experience architecting, designing, developing, training, evaluating, (and perhaps deploying) deep-learning models using popular machine learning frameworks such as PyTorch and TensorFlow/Keras
A firm understanding of deep neural network imaging architectures such as CNNs and GANs
Experience applying deep learning and computer vision techniques for image preprocessing, classification, object detection, segmentation, and feature extraction.
Strong programming background in Python
Experience developing, training, and evaluating tradition machine algorithms such as PCA, SVM, Random Forests, and Gradient Boosting
Well-versed in current deep learning literature and neural network optimization techniques such as batch norm, pruning, model quantization, residual/skip connections, inception modules, F1 and FID metrics etc.
Familiar with NVIDIA deep learning ecosystem including CUDA, edge/cloud GPU compute SDKs as well as Jetson Nano and Quadro GPU hardware
8 years of experience in architecting and building AI and ML products or platforms software in a software product development organization.
7 proficiency in one or more modern programming languages like Java, Python or Scala or Spark
5 years of hands-on experience in productionizing AI / ML platforms and applications.
Lead ambiguous and complex situations to clear measurable plans.
It Would Be a Plus If You Also Possess
Experience working with Docker containers and cloud-based compute environments; other tools: Git, Microsoft Azure, AWS
Hematology domain experience
Programming expertise with C /C#
When you join us, you’ll also be joining Danaher’s global organization, where 69,000 people wake up every day determined to help our customers win. As an associate, you’ll try new things, work hard, and advance your skills with guidance from dedicated leaders, all with the support of powerful Danaher Business System tools and the stability of a tested organization.
Danaher is committed to a diverse and inclusive culture where everyone feels they belong and all voices are heard. We believe in our associates and the unique perspectives they bring to every challenge, which is why we’ll empower you to push the boundaries of what’s possible.
If you’ve ever wondered what’s within you, there’s no better time to find out.
When you join us, you’ll also be joining Danaher’s global organization, where 69,000 people wake up every day determined to help our customers win. As an associate, you’ll try new things, work hard, and advance your skills with guidance from dedicated leaders, all with the support of powerful Danaher Business System tools and the stability of a tested organization.
Wondering what’s within Beckman Coulter Diagnostics? Take a closer look.
At first glance, you’ll see that for more than 80 years we’ve been dedicated to advancing and optimizing the laboratory to move science and healthcare forward. Join a team where you can be heard, be supported, and always be yourself. We’re building a culture that celebrates backgrounds, experiences, and perspectives of all our associates. Look again and you’ll see we are invested in you, providing the opportunity to build a meaningful career, be creative, and try new things with the support you need to be successful.
Beckman Coulter Diagnostics is proud to work alongside a community of six fellow Diagnostics Companies at Danaher. Together, we’re working at the pace of change to improve patient lives with diagnostic tools that address the world’s biggest health challenges.
In this role, you will have the following opportunities, but are not limited to:
Lead, architect, design and develop secure, scalable, high-performance and reliable – and cost effective - AI platform software and services for hematology instrument features.
Provide technical leadership to AI engineers to advance AI analysis outcomes and innovations
Translate AI customer requirements into architectural models that will operate at large scale and high performance and guide customers on how to run these architectural models
Define, deploy and advance processes for: AI/ML DevOps including API-first principles, microservices, SDLC/MDLC (model development life cycle), CI/CD, quality, monitoring, security, extensibility and maintainability of software and services
Define templates and process for the design and analysis of AI models and workflows, data flows, and integration patterns for structural deficiencies/soundness to build a robust and complete future state model.
Lead by example to review code, look for design breaches, provide meaningful and relevant feedback to developers, stay up to date with system changes
Comfortably present and acquire consensus using multiple methods: Written diagrams and text, in-person meetings, in-person and remote presentations to both technical or semi-technical audiences
Provide technical leadership to AI engineers, software developers, data scientists/engineers, and product owners/managers through brainstorming sessions, design reviews, and retrospectives.
Drive innovation of new hematological parameters based on data pattern discoveries
The Essential Requirements Of The Job Include
Advanced degree in a quantitative discipline (e.g. statistics, statistical genetics, imaging science, computational biology, computer science, applied mathematics, applied physics or similar) or equivalent practical experience
Experience architecting, designing, developing, training, evaluating, (and perhaps deploying) deep-learning models using popular machine learning frameworks such as PyTorch and TensorFlow/Keras
A firm understanding of deep neural network imaging architectures such as CNNs and GANs
Experience applying deep learning and computer vision techniques for image preprocessing, classification, object detection, segmentation, and feature extraction.
Strong programming background in Python
Experience developing, training, and evaluating tradition machine algorithms such as PCA, SVM, Random Forests, and Gradient Boosting
Well-versed in current deep learning literature and neural network optimization techniques such as batch norm, pruning, model quantization, residual/skip connections, inception modules, F1 and FID metrics etc.
Familiar with NVIDIA deep learning ecosystem including CUDA, edge/cloud GPU compute SDKs as well as Jetson Nano and Quadro GPU hardware
8 years of experience in architecting and building AI and ML products or platforms software in a software product development organization.
7 proficiency in one or more modern programming languages like Java, Python or Scala or Spark
5 years of hands-on experience in productionizing AI / ML platforms and applications.
Lead ambiguous and complex situations to clear measurable plans.
It Would Be a Plus If You Also Possess
Experience working with Docker containers and cloud-based compute environments; other tools: Git, Microsoft Azure, AWS
Hematology domain experience
Programming expertise with C /C#
When you join us, you’ll also be joining Danaher’s global organization, where 69,000 people wake up every day determined to help our customers win. As an associate, you’ll try new things, work hard, and advance your skills with guidance from dedicated leaders, all with the support of powerful Danaher Business System tools and the stability of a tested organization.
Danaher is committed to a diverse and inclusive culture where everyone feels they belong and all voices are heard. We believe in our associates and the unique perspectives they bring to every challenge, which is why we’ll empower you to push the boundaries of what’s possible.
If you’ve ever wondered what’s within you, there’s no better time to find out.
When you join us, you’ll also be joining Danaher’s global organization, where 69,000 people wake up every day determined to help our customers win. As an associate, you’ll try new things, work hard, and advance your skills with guidance from dedicated leaders, all with the support of powerful Danaher Business System tools and the stability of a tested organization.
