R&D Engineer 5, Software (AI)

Job title: R&D Engineer 5, Software (AI)

Company: Keysight Technologies

Job description: Overview: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 moreOur powerful, culture embraces a bold vision of where technology can take us and a passion for tackling challenging problems with industry-first solutions. 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.Responsibilities:About the Role:We are looking for a highly skilled Software Engineer to join our dynamic team. The mission of this role is to develop a framework consisting of various tools and features for Data and ML platforms, including data gathering through various Keysight products, data processing, insights portal, data observability, data lineage, model hub, and data visualization, etc. 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 an expert, 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.Responsibilities

• Bridge use case requirements from Keysight customers developing AI solutions with Keysight’s SW / HW technical stack
• Building AI framework consisting of tools needed for data generation, data curation, AI model development and deployment
• Actively work with Central ML teams and customers to understand product requirements and build tools in alignment with them.
• Build tools to improve user experience, monitoring data quality, and establishing best practices
• Work with tools like Typescript, Python, Rust, React, Express, and PostgreSQL
• Extend framework to work with AWS cloud infrastructure for supporting model training and analysis
• Develop and deliver prompt engineering solutions, ensuring adherence to project timelines, quality standards, and customer requirements
• Leverage industry-leading tactics to measure the effectiveness of AI products and iterate prompts and architecture for improvements based on customer feedback and data analysis
• Collaborate closely with cross-functional teams, including product management, design, and quality assurance, to define project requirements, prioritize tasks, and deliver high-quality solutions

Qualifications:

• Bachelor’s or Master’s degree in Computer Science, Information Technology, Engineering or related field with a minimum of 3 years of experience.
• Profound expertise in large-scale software and platform development.
• Expertise with tools like Typescript, Python, Rust, React, Express, and PostgreSQL
• Experience in Data science, data engineering, statistics and machine learning technologies.
• 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.
• Understanding MLOps workflow, encompassing data platform, training infrastructure, and edge deployment infrastructure along with DevOps technologies for contain-er based software solution
• 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.

***Keysight is an Equal Opportunity Employer.***

Expected salary:

Location: Gurgaon, Haryana

Job date: Wed, 14 Aug 2024 01:01:06 GMT

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