2 months ago
Barcelona, SpainSenior
Responsibilities
- Design, build, and operate the SOS AI platform and its orchestration, tracking, messaging, and application services.
- Build versioned and reproducible experiment workflows with run context, dependencies, execution tracking, and replay capabilities.
- Implement registries and end-to-end lineage for models, datasets, results, inputs, parameters, and workflow versions.
- Package and deploy the platform as a self-contained system for reliable operation in customer environments without external-service dependencies.
- Integrate AI/ML platform capabilities with engineering and EDA workflows.
- Own backend reliability and performance, including observability, scaling, upgrades, and operational tooling.
- Establish access controls, audit trails, and reproducibility guarantees for IP-sensitive engineering data.
- Collaborate with ML engineers, product teams, and customers to convert workflow needs into platform capabilities.
Requirements
- Bachelor's, master's, or Ph.D. degree in computer science, engineering, or a related field.
- 5+ years of experience building and operating AI or data platforms in production.
- Hands-on experience with workflow orchestration, particularly Prefect or comparable tools such as Airflow or Dagster.
- Strong Docker and Kubernetes containerization and orchestration experience for distributed backend services.
- Strong Python backend engineering skills, including API design, relational databases, and service architecture.
- Experience with MLOps tools such as experiment tracking and model registries, including MLflow.
- Experience with messaging or eventing systems such as NATS or Kafka.
- Experience delivering on-premises or air-gapped systems with a focus on reliability and operability.
- Experience with HPC environments and job schedulers is valued.
- Experience in semiconductor, EDA, or other engineering domains is a plus.
Tech Stack
Categories
About Keysight
Keysight Technologies builds electronic test and measurement instruments and software used for design, validation, and manufacturing by engineers in communications, semiconductor, aerospace and defense, automotive, and data center markets. Its portfolio includes oscilloscopes, signal and network analyzers, RF/microwave test systems, and EDA and network test software, sold with services and support. Founded in 2014 as a spin-off from Agilent Technologies, Keysight is a public company (NYSE: KEYS) headquartered in Santa Rosa, California.