Keysight is at 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 award-winning culture embraces a bold vision of where technology can take us and a passion for tackling challenging problems with industry-first solutions. We believe that when people feel a sense of belonging, they can be more creative, innovative, and thrive at all points in their careers.
Do you want to work in a highly proficient team and further develop the industry’s leading solution purpose-built for AL/ML data centers testing?
If yes, we would like to tell you more about what we do and can’t wait to meet you
The project: Our goal is to benchmark AI/ML cluster fabric with realistic workloads which typically require investments into compute systems with GPUs and RDMA NICs that are costly and time-consuming to build and operate. To achive this goal, we're creating a product that is able emulate realistic collective communication that is able to test AI/ML fabrics both for conformance and performance.
The Team:
- Was founded in order to fill a gap on the AI/ML data center workloads testing market.
- Currently has 15 members and it’s part of a bigger team spread accros multiple geos.
- We live in the virtual environment, working in Agile, meeting daily to plan and track our objectives.
- We are working directly with our partners as well as the end customer in a dynamic fashion.
- We are always designing and developing new features, as well as resolving customer’s enquiries, and working closely with other teams.
Other reasons to join:
We offer an attractive employee benefits package that covers:
- Personal and professional development tools and internal library.
- Medical subscription for employee and family members.
- Flexible working hours.
- Competitive salary package based on performance.
- Access to sport activities, and many others.
Responsibilities
- Participate in the analysis, design, development and maintenance of AI/ML related products.
- Maintain and enhance current products and participate in the design and development of applications for both internal and external use.
- Interact with project management, leads, testers and other developers to understand the features, planning the schedule, designing and implementing the solutions, optimizing, performing development testing and bug-fixing to deliver high quality releases on time.
Qualifications
What you need:
- Proficiency in Python
- Understanding of AI/ML training/inference patterns, data parallelism, and communication overhead in distributed setups
- Skills in building scalable APIs, microservices, and data pipelines
- Knowledge of serialization formats (e.g., Protocol Buffers, JSON) and communication protocols for efficient data transfer
- Strong grasp of version control (Git), CI/CD pipelines, and cloud platforms (e.g., AWS)
- Good knowledge of Linux user space
- Good probblem solving skills
- Good algorithms/data structures knowledge
- Ability to quickly learn and grasp new technologies
- Desire and ability to work in a highly collaborative, team-oriented environment
- Prove to be performance driven and having a proactive attitude
Bonus skills (not mandatory but appreciated):
- Experience with PyTorch for implementing parallelism strategies (e.g., data parallelism, model parallelism, pipeline parallelism) and optimizing distributed AI/ML workloads on GPU clusters
- Knowledge of RDMA (Remote Direct Memory Access), high-speed NICs, and low-latency networking protocols
- Good knowledge of virtualization technologies (Qemu/KVM)
- Good knowledge with linux containers technology and Docker/Kubernetes
- C/C++ programming
***Keysight is an Equal Opportunity Employer.***