Senior AIML Middleware / API Developer
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.
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.
Responsibilities
In this role you will become proficient in:
Core Skills:
- Very strong and advanced Python 3 development skills in async environments with full type annotations
- Strong API design and modeling, focused on user experience and product requirements
- Expertise in designing backward- and forward-compatible APIs and accurate domain modeling
- Hands-on experience with OpenAPI 3.x (YAML/JSON) and RESTful services (e.g., Connexion)
- Deep knowledge of async Python stacks (asyncio, pytest-asyncio, SQLAlchemy async)
- Solid background in Linux user-space development, networking, performance optimization, and algorithms
Complementary Skills:
- Protobuf and gRPC; understanding differences from RESTful APIs
- pytest with async support
- Familiarity with GitLab CI, Make, Python packaging, and Docker
Responsibilities:
- Participate in the analysis, design, development and maintenance of AL/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 in order to understand the features, planning the schedule, designing and implementing the solutions, optimizing, performing development testing and bug-fixing in order to deliver high quality releases on time.
Qualifications
What you need:
- Experience with creating and developing API design and modeling
- Strong knowledge of Python programming
- Good knowledge of Linux user space
- Good probblem solving skills
- Network programming expertise
- 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)
- Good knowledge of virtualization technologies (Qemu/KVM)
- Good knowledge with linux containers technology and Docker/Kubernetes
- AL/ML related technologies
- C/C++ programming
Careers Privacy Statement***Keysight is an Equal Opportunity Employer.***
In this role you will become proficient in:
Core Skills:
- Very strong and advanced Python 3 development skills in async environments with full type annotations
- Strong API design and modeling, focused on user experience and product requirements
- Expertise in designing backward- and forward-compatible APIs and accurate domain modeling
- Hands-on experience with OpenAPI 3.x (YAML/JSON) and RESTful services (e.g., Connexion)
- Deep knowledge of async Python stacks (asyncio, pytest-asyncio, SQLAlchemy async)
- Solid background in Linux user-space development, networking, performance optimization, and algorithms
Complementary Skills:
- Protobuf and gRPC; understanding differences from RESTful APIs
- pytest with async support
- Familiarity with GitLab CI, Make, Python packaging, and Docker
Responsibilities:
- Participate in the analysis, design, development and maintenance of AL/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 in order to understand the features, planning the schedule, designing and implementing the solutions, optimizing, performing development testing and bug-fixing in order to deliver high quality releases on time.
What you need:
- Experience with creating and developing API design and modeling
- Strong knowledge of Python programming
- Good knowledge of Linux user space
- Good probblem solving skills
- Network programming expertise
- 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)
- Good knowledge of virtualization technologies (Qemu/KVM)
- Good knowledge with linux containers technology and Docker/Kubernetes
- AL/ML related technologies
- C/C++ programming
Careers Privacy Statement***Keysight is an Equal Opportunity Employer.***