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Behavior Solutions Jobs in Toronto, ON (NOW HIRING)

NVIDIA is seeking outstanding Networking Solutions Architects (SA) to help design and deploy large ... CUDA, NCCL,NVSwitch/NVLink, driver behavior, and performance tuning. * Ability ...

About the Job We are seeking an experienced Senior Solutions Engineer to lead complex API ... system behavior. * Navigate ambiguous technical problems by identifying assumptions, evaluating ...

... behavior and support trends. Actively analyze support cases and product interactions to identify ... Provide clear, proactive communication to customers regarding escalations, solutions, and ...

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Behavior Solutions information

What is behavior solutions?

Behavior Solutions typically refers to services or interventions designed to help individuals improve or change challenging behaviors. These solutions are often provided by professionals such as behavior analysts, therapists, or educators who use evidence-based strategies to address behavioral issues in various settings, including schools, homes, and workplaces. The goal is to promote positive behaviors, enhance quality of life, and support individuals in reaching their full potential. Behavior solutions can be tailored to people of all ages and are especially common in supporting individuals with autism or developmental disabilities.

What are the key skills and qualifications needed to thrive as a Behavior Solutions Specialist, and why are they important?

To thrive as a Behavior Solutions Specialist, you generally need a background in psychology, education, or applied behavior analysis, often with a relevant degree and experience in behavior intervention. Familiarity with behavior tracking software, data collection tools, and certifications like Registered Behavior Technician (RBT) or Board Certified Behavior Analyst (BCBA) are commonly required. Strong communication, patience, and problem-solving abilities help professionals effectively support clients and collaborate with families and teams. These skills are crucial for designing impactful interventions, ensuring client progress, and maintaining ethical, data-driven practices.

What are some common challenges faced by professionals working in behavior solutions, and how are they typically addressed?

Professionals in Behavior Solutions often encounter challenges such as resistance to behavioral interventions, communication barriers with clients or caregivers, and the need to tailor strategies to diverse individual needs. These challenges are typically addressed through ongoing collaboration with multidisciplinary teams, regular training in evidence-based practices, and open communication with clients and their support networks. Additionally, professionals are encouraged to engage in reflective practice and seek supervision to continually improve their skills and adapt interventions as needed.

What is the difference between Behavior Solutions vs Behavior Analyst?

AspectBehavior SolutionsBehavior Analyst
CredentialsTypically requires specialized training or certification in behavior interventionRequires BCBA certification and relevant degrees
Work EnvironmentOften works in schools, clinics, or community settingsWorks in similar settings, often overseeing behavior programs
Employer & IndustryEmployers include schools, therapy centers, and healthcare providersEmployers include clinics, schools, and private practices
Search & Comparison IntentPeople compare to understand roles, certifications, and scope of practiceFocuses on certification requirements and professional responsibilities

Behavior Solutions professionals implement behavior intervention plans, often with specialized training, but may not hold BCBA credentials. Behavior Analysts, on the other hand, are certified professionals with specific qualifications, overseeing and designing behavior programs. Both roles work in similar environments, but the key difference lies in certification and scope of practice.

Solutions Architect, Networking

Nvidia

Toronto, ON • On-site

Full-time

Re-posted 8 days ago


Nvidia rating

9.6

Company rating: 9.6 out of 10

Based on 17 frontline employees who took The Breakroom Quiz

7th of 245 rated software companies


Job description

NVIDIA is seeking outstanding Networking Solutions Architects (SA) to help design and deploy large-scale AI Factories across Canada. In this role, you will collaborate with customers to build end-to-end infrastructure. You will become a trusted technical advisor working on exciting projects, focused on how high-performance networking enables generative AI, large language models, and production AI inference pipelines. You will also collaborate with a diverse set of internal engineering, product, and business teams on performance analysis and modeling of these large GPU clusters. You should be comfortable working in a dynamic environment and have hands-on experience with NVIDIA networking and GPU technologies. This is an excellent opportunity to be at the center of Canada's rapidly growing AI infrastructure landscape.

What You Will Be Doing:

  • Becoming the trusted technical advisor for NVIDIA Cloud Partners in Canada to rapidly bring NVIDIA Data Center GPU and networking platforms to market at scale.

  • Collaborating directly with customers to build, deploy, andoptimizelarge-scale AI training and inference infrastructure using NVIDIA technology.

  • Analyzing deployment and performance data,identifyingproduct health trends, system bottlenecks, and operational risks.

  • Solve challenging technical problems involving GPUs, networking, drivers, containers, firmware, and distributed system interactions.

  • Deliver streamlined executivelevel communication on status, risks, progress, and required decisions.

  • Some travel to customer sites isrequired, up to 20%.

What We NeedToSee:

  • BS, MS, or PhD in Computer Science, Electrical/Computer Engineering, Physics, Mathematics, otherEngineeringor related fields (or equivalent experience)

  • 5+ years of Solution Architecture (or similar Sales Engineering, Systems Engineering, Cloud Engineering, Solution Engineering).

  • Understanding ofhighperformance networking technologies (e.g., RDMA, congestion control, highbandwidth interconnects), and their role in distributed AI workloads.

  • Handson experience with bringup and validation of largescale NVIDIA GPU platforms, including multiGPU and multinode architectures.

  • Familiarity with NVIDIA system software stacks: CUDA, NCCL,NVSwitch/NVLink, driver behavior, and performance tuning.

  • Ability toidentifyperformance bottlenecks at the cluster, node, accelerator, network, or application layer.

  • Strong Linux fundamentals across drivers, kernel subsystems,cgroups, containers, and nodelevel performance analysis.

  • Excellent presentation, communication, and collaboration skills.

Ways To Stand OutFromTheCrowd:

  • Prior experience deploying oroptimizingdeep learning training and inference at scale in production environments on large GPU clusters.

  • Familiarity with NVIDIA hardware (such as GPUs, networking, storage) and systems technology such as NCCL, DCGM, UFM, Mission Control, Base Command Manager.

  • Demonstrated leadership resolving multiteam infrastructure challenges across engineering, product, and customer groups.

  • A consistent record of taking GPU or infrastructure products from pilot to highvolume deployment in large data center environments.

We make extensive use of conferencing tools, but occasional travel isrequiredfor on-sitevisitto customers and industry events. We have some of the most forward-thinking and hardworking people in the world working for us. Ifyou'recreative and autonomous, we want to hear from you!

Widely considered to be one oftheworld's most desirable employers, NVIDIA offers highly competitive salaries and a comprehensive benefits package. As you plan your future, see what we can offer to you and your familywww.nvidiabenefits.com/.

Your base salary will be determined based on your location, experience, and the pay of employees in similar positions. The base salary range is 135,000 CAD - 185,000 CAD for Level 3, and 170,000 CAD - 220,000 CAD for Level 4.

You will also be eligible for equity and benefits.

Applications for this job will be accepted at least until August 10, 2026.

This posting is for an existing vacancy.

NVIDIA uses AI tools in its recruiting processes.


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About Nvidia

Sourced by ZipRecruiter

NVIDIA has been transforming computer graphics, PC gaming, and accelerated computing for more than 25 years. It's a unique legacy of innovation that's fueled by great technology--and amazing people. Today, we're tapping into the unlimited potential of AI to define the next era of computing. An era in which our GPU acts as the brains of computers, robots, and self-driving cars that can understand the world. Doing what's never been done before takes vision, innovation, and the world's best talent.

Industry

Computer and electronic product manufacturing

Company size

10,000+ Employees

Headquarters location

Santa Clara, CA, US

Year founded

1993