What will you do
What are we looking for?
Job Requisition for AI-ML Platform Tech Lead & Arch
Location : Charlotte NC
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, non-functional 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 (., TensorFlow, PyTorch, Scikit-Learn).
- Expertise in cloud platforms (., 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 (., 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 AI-ML contexts.
- Excellent problem-solving skills and ability to address complex technical challenges.
- Effective communication skills to collaborate with cross-functional teams and stakeholders.
What will make people successful in the team :
- Superior tech skills with coding to design to presentation
- On the feet thinking
- Outstanding communication skills
- 15 day rampup time
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