
Advanced Machine Learning Infrastructure Specialist
2 days ago
Job Title: Gen AI/ML Platform Engineer
We are seeking a highly experienced and skilled platform engineer to lead our team in the design, development, and maintenance of large-scale gen AI/ML platforms.
Key Responsibilities:
- Design and develop scalable infrastructure for gen AI/ML systems using technologies such as Docker, Kubernetes, and AWS/GC.
- Collaborate with cross-functional teams to identify and prioritize platform enhancements and new feature development.
- Work closely with data scientists and engineers to implement and maintain machine learning models and pipelines.
- Develop and maintain observability tools such as Prometheus, Grafana, Alert Manager, Splunk (or ELK stack), and PagerDuty.
- Implement robust troubleshooting skills and have a strong appetite to learn new technologies.
- Familiarize yourself with Unix/Linux Operating System internals and TCP/IP protocols.
Requirements:
- 6+ years of experience in software engineering, preferably in gen AI/ML.
- Bachelor's degree in Computer Science or relevant field, or equivalent experience.
- Expertise in Python, R, React, NodeJS, Jupyter Notebooks, and REST APIs.
- Experience working with various cloud providers such as AWS and/or GC.
- Strong understanding of gen AI, agentic AI, and machine learning technologies.
- Familiarity with infrastructure automation and observability tools.
Preferred Skills:
- Certification in Dataiku Platform & Kubernetes (CKA, CKS).
- Certification in one of the following Cloud Providers; AWS, GCP, Azure.
- Experience with CI/CD tooling such as Jenkins, GIT, Artifactory, Spinnaker.
- Software development skills in languages such as Python, Java, Go, Node.js, and React.
- Familiarity with data service solutions such as Elastic, Kafka, Redis, Nifi, etc.
Soft Skills:
- Excellent written and oral communication skills on both technical and non-technical topics.
- Ability to document requirements and specifications.
- Self-starter able to work in a team or individually to complete complex technical tasks.
- Able to explore new concepts, ideas, and technologies and formulate understanding and apply to work tasks.
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