Location
Hyderabad | India
Job description
Job Description and Requirements
Synopsys' Generative AI Center of Excellence defines the technology strategy to advance applications of Generative AI across the company. The Gen AI COE pioneers the core technologies - platforms, processes, data, and foundation models - to enable generative AI solutions, and partners with business groups and corporate functions to advance AI-focused roadmaps.
You will be responsible for:
- Building ML Platform to orchestrate enterprise-wide Data pipelines, ML training, and inferencing servers.
- Develop "ML App Store" eco system to enable R&D teams build Gen AI and ML products in Cloud
- Orchestrate GPU Scheduling from within Kubernetes eco-system (e.g. Nvidia GPU Operator, MIG, and so on)
- Create reliable and cost-effective Hybrid cloud architecture using cutting edge technologies (E.g. Kubernetes Cluster Federation, Azure Arc and so on)
Required Qualifications
- BS/MS/PhD in Computer Science/AI/ Mathematics or an equivalent degree
- 1-2 years of total experience in software development, Cloud development.
- Expertise and/or experience in following programming languages : Python, and Go
- Good understanding of Kubernetes and similar containerization technologies.
- Strong systems knowledge in Linux Kernel, CGroups, namespaces, and Docker
- Expertise with at least one cloud provider (AWS/GCP/Azure)
- Ability to solve complex problems using efficient algorithms
- Experience with using RDBMS (PostgreSQL preferred) for storing and queuing large sets of data
Nice to have:
- Prior experience with AI/ML workflows and tools (PyTorch, ML Flow, AirFlow, ...)
- Experience prototyping, experimenting, and testing with large datasets, and analytic data flows in production
- Strong fundamentals in Statistics, Machine Learning, and/or Deep Learning
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