AI/ML Data Architect - Keysight Technologies
Santa Rosa, CA 95401
About the Job
OverviewKeysight is on the forefront of technology innovation, delivering breakthroughs and trusted insights in electronic design, simulation, prototyping, test, manufacturing, and optimization
Our ~15,000 employees create world-class solutions in communications, 5G, automotive, energy, quantum, aerospace, defense, and semiconductor markets for customers in over 100 countries
Learn more about what we do.Our powerful, award-winning culture embraces a bold vision of where technology can take us and a passion for tackling challenging problems with industry-first solutions. Diversity, equity & inclusion are integral parts of our culture and drivers of innovation at Keysight
We believe that when people feel a sense of belonging, they can be more creative, innovative, and thrive at all points in their careers.About the team:Join Keysight's central AI team, a hub of innovation where top-tier researchers and engineers collaborate to create cutting-edge ML technologies that power our world-class products and services
Our team is at the forefront of AI research, driving advancements in supervised and unsupervised learning, generative models, temporal learning, multimodal input streams, deep reinforcement learning, inverse reinforcement learning, and large language models.At Keysight, we are passionate about pushing the boundaries of what is possible
Our mission is to develop transformative ML solutions that address real-world, large-scale problems, ensuring our products lead the industry in performance and reliability
As a member of our team, you will have the opportunity to work on pioneering projects, develop state-of-the-art algorithms, and contribute to the evolution of technologies that enable the next generation of design and test products, including those for the 6G era.We foster a dynamic and collaborative environment where innovation thrives, and every team member's contribution is valued
Our cross-functional teams work closely to integrate AI/ML solutions seamlessly into our products, ensuring that we meet and exceed the needs of our customers
If you are driven by curiosity, inspired by challenges, and ready to make a significant impact, Keysight's central AI team is the place for you.ResponsibilitiesAbout the Role:We are looking for a highly skilled AI/ML data Architect to join our dynamic team
The mission of this role is to provide architecture guidance and technical leadership to several teams working on a wide array of data management, analytics, and artificial intelligence (AI) solutions to support multiple Keysight worldwide business lines and departments
Our solutions and use cases span multiple enabling technologies (on-premise, cloud, edge) as well as highly heterogenous data assets (structured, unstructured, real-time, local, installed base, etc.) and analytics and AI needs.We seek a self-motivated individual with strong programming skills, hands-on experience with TensorFlow or PyTorch and python coding, and a passion for developing intuitive, well-architected, and maintainable software tools
As a leader, you will foster collaboration across cross-functional teams, champion creative problem-solving, and push the boundaries of what's possible
If you thrive in a fast-paced environment and are eager to lead and innovate, we want you on our team. ResponsibilitiesLead the AI data strategy and technical engagement on new opportunities to solve highly complex business challenges and drive analytics and AI innovation by framing architecture boundaries for solution direction, including innovation step-ups, resulting in robust solutions. Proactively identify data management and analytics capabilities needed to support current and future business needs.Providing architecture guidelines, roadmaps, and critical technical guidance for solution enablement, team skills and capabilities, and business innovationConsult and support Central AI and business teams to ensure alignment with intended solution path and architecture guidelines as well as incorporating relevant non-functional requirementsBe a technical thought leader and build trust with key technical decision makers and influencers across customers and partnersProvide clarity on enterprise wide AI/ML data estate migration, modernization, transformation with respect to AI/ML data architectureBe comfortable addressing topics like information security, data governance, and complianceBe effective at partnering with all required stakeholders to drive effective cross-team collaborationQualificationsQualificationsMaster’s degree in Computer Science, Information Technology, Engineering or related field with a minimum of 5 years of experience.Demonstrated technical leadership in architecting data strategy for AI/ML workloads.Profound expertise in Data science, data engineering, statistics and machine learning technologies.Thorough understanding of predictive modeling and various machine learning algorithms for supervised and unsupervised learning.Strong programming skills, including proficiency in Python and C++.Hands-on experience with TensorFlow or PyTorch.Extensive experience with the MLOps workflow, encompassing data platform, training infrastructure, and edge deployment infrastructure along with DevOps technologies for contain-er based software solutionProven experience with fundamental solution design principles and data integration patterns for enterprise-grade and enterprise-scope solutions.Proven experience with cloud and containerized application design principles including SOA, microservices, APIs, contracts, etc.Proven experience integrating security principles and implementation for container-based solutions.Proven experience with database principles, data warehousing (virtual or physical), data modeling, and data governance concepts.Proven experience with data visualization tools and capabilities such as PowerBI, Grafana, or Spotfire.The level of role will be based on applicable experience, education and skills; Most offers will be between the minimum and the midpoint of the Salary Range listed below.California pay range: MIN $166,990- MAX $278,320Note: For other locations, pay ranges will vary by regionThis role is eligible for our Keysight Results Bonus Program US Employees may be eligible for the following benefits:Medical, dental and visionHealth Savings AccountHealth Care and Dependent Care Flexible Spending AccountsLife, Accident, Disability insuranceBusiness Travel Accident and Business Travel Health401(k) PlanFlexible Time Off, Paid HolidaysPaid Family LeaveDiscounts, PerksTuition ReimbursementAdoption AssistanceESPP (Employee Stock Purchase Plan)Careers Privacy StatementKeysight Technologies Inc
is an equal opportunity employer
Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, protected veteran status, disability or any other protected categories under all applicable laws.Categories: R&D
Our ~15,000 employees create world-class solutions in communications, 5G, automotive, energy, quantum, aerospace, defense, and semiconductor markets for customers in over 100 countries
Learn more about what we do.Our powerful, award-winning culture embraces a bold vision of where technology can take us and a passion for tackling challenging problems with industry-first solutions. Diversity, equity & inclusion are integral parts of our culture and drivers of innovation at Keysight
We believe that when people feel a sense of belonging, they can be more creative, innovative, and thrive at all points in their careers.About the team:Join Keysight's central AI team, a hub of innovation where top-tier researchers and engineers collaborate to create cutting-edge ML technologies that power our world-class products and services
Our team is at the forefront of AI research, driving advancements in supervised and unsupervised learning, generative models, temporal learning, multimodal input streams, deep reinforcement learning, inverse reinforcement learning, and large language models.At Keysight, we are passionate about pushing the boundaries of what is possible
Our mission is to develop transformative ML solutions that address real-world, large-scale problems, ensuring our products lead the industry in performance and reliability
As a member of our team, you will have the opportunity to work on pioneering projects, develop state-of-the-art algorithms, and contribute to the evolution of technologies that enable the next generation of design and test products, including those for the 6G era.We foster a dynamic and collaborative environment where innovation thrives, and every team member's contribution is valued
Our cross-functional teams work closely to integrate AI/ML solutions seamlessly into our products, ensuring that we meet and exceed the needs of our customers
If you are driven by curiosity, inspired by challenges, and ready to make a significant impact, Keysight's central AI team is the place for you.ResponsibilitiesAbout the Role:We are looking for a highly skilled AI/ML data Architect to join our dynamic team
The mission of this role is to provide architecture guidance and technical leadership to several teams working on a wide array of data management, analytics, and artificial intelligence (AI) solutions to support multiple Keysight worldwide business lines and departments
Our solutions and use cases span multiple enabling technologies (on-premise, cloud, edge) as well as highly heterogenous data assets (structured, unstructured, real-time, local, installed base, etc.) and analytics and AI needs.We seek a self-motivated individual with strong programming skills, hands-on experience with TensorFlow or PyTorch and python coding, and a passion for developing intuitive, well-architected, and maintainable software tools
As a leader, you will foster collaboration across cross-functional teams, champion creative problem-solving, and push the boundaries of what's possible
If you thrive in a fast-paced environment and are eager to lead and innovate, we want you on our team. ResponsibilitiesLead the AI data strategy and technical engagement on new opportunities to solve highly complex business challenges and drive analytics and AI innovation by framing architecture boundaries for solution direction, including innovation step-ups, resulting in robust solutions. Proactively identify data management and analytics capabilities needed to support current and future business needs.Providing architecture guidelines, roadmaps, and critical technical guidance for solution enablement, team skills and capabilities, and business innovationConsult and support Central AI and business teams to ensure alignment with intended solution path and architecture guidelines as well as incorporating relevant non-functional requirementsBe a technical thought leader and build trust with key technical decision makers and influencers across customers and partnersProvide clarity on enterprise wide AI/ML data estate migration, modernization, transformation with respect to AI/ML data architectureBe comfortable addressing topics like information security, data governance, and complianceBe effective at partnering with all required stakeholders to drive effective cross-team collaborationQualificationsQualificationsMaster’s degree in Computer Science, Information Technology, Engineering or related field with a minimum of 5 years of experience.Demonstrated technical leadership in architecting data strategy for AI/ML workloads.Profound expertise in Data science, data engineering, statistics and machine learning technologies.Thorough understanding of predictive modeling and various machine learning algorithms for supervised and unsupervised learning.Strong programming skills, including proficiency in Python and C++.Hands-on experience with TensorFlow or PyTorch.Extensive experience with the MLOps workflow, encompassing data platform, training infrastructure, and edge deployment infrastructure along with DevOps technologies for contain-er based software solutionProven experience with fundamental solution design principles and data integration patterns for enterprise-grade and enterprise-scope solutions.Proven experience with cloud and containerized application design principles including SOA, microservices, APIs, contracts, etc.Proven experience integrating security principles and implementation for container-based solutions.Proven experience with database principles, data warehousing (virtual or physical), data modeling, and data governance concepts.Proven experience with data visualization tools and capabilities such as PowerBI, Grafana, or Spotfire.The level of role will be based on applicable experience, education and skills; Most offers will be between the minimum and the midpoint of the Salary Range listed below.California pay range: MIN $166,990- MAX $278,320Note: For other locations, pay ranges will vary by regionThis role is eligible for our Keysight Results Bonus Program US Employees may be eligible for the following benefits:Medical, dental and visionHealth Savings AccountHealth Care and Dependent Care Flexible Spending AccountsLife, Accident, Disability insuranceBusiness Travel Accident and Business Travel Health401(k) PlanFlexible Time Off, Paid HolidaysPaid Family LeaveDiscounts, PerksTuition ReimbursementAdoption AssistanceESPP (Employee Stock Purchase Plan)Careers Privacy StatementKeysight Technologies Inc
is an equal opportunity employer
Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, protected veteran status, disability or any other protected categories under all applicable laws.Categories: R&D
Source : Keysight Technologies