AI-ML Platform Tech Lead Arch
AI-ML Platform Tech Lead Arch
Posted on :
30-11-2024
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1 Vacancy
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Job Description
Job title: AIML Platform Tech Lead & Arch
Location: Charlotte NC & San Leandro CA
Key Responsibilities:
- Design and architect scalable AI platforms to develop deploy AI solutions leveraging ML techniques
- and Deep Learning Techniques.
- Drive Joint Architecture Design to collaborating with business stakeholders data scientists
- engineering teams product and other key partners to gather functional nonfunctional
- requirements for solving AI use case on the AI Platform
- Evaluate emerging technologies and tools in AI area and do fitment analysis to the Enterprise AI
- Platform and capabilities strategy.
- Define and implement AI/ML architecture best practices frameworks and standards.
- Lead AI/ML infrastructure setup including cloud services selection data pipelines and model
- deployment.
- Ensure robustness reliability and scalability of AI/ML solutions in production environments.
- Design and implement data governance security and compliance measures for AI/ML platforms.
- Optimize AI/ML workflows for performance cost efficiency and resource utilization.
- Provide technical leadership and mentorship to AI/ML development teams.
- Communicate AI/ML architecture decisions and strategies to stakeholders and executives.
Key Requirements:
- Proven experience as an AI/ML platform architect
- Deep understanding of ML algorithms Deep Learning architechture models and frameworks (e.g.
- TensorFlow PyTorch ScikitLearn).
- Expertise in cloud platforms (e.g. GCP Azure) and their AI services.
- Strong knowledge of Model development life cycle software engineering principles data engineering
- principles
- Experience with containerization and orchestration tools onprem and cloud (e.g. AKS GKE OpenShift
Container Platform Docker Kubernetes) for deploying AI/ML models.
- Ability to design and optimize distributed computing systems for AI/ML workloads.
- Familiarity with DevOps practices CI/CD pipelines and automation tools in AIML contexts.
- Excellent problemsolving skills and ability to address complex technical challenges.
- Effective communication skills to collaborate with crossfunctional teams and stakeholders.
Employment Type
Full Time
Key Skills
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