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Principal MLOps Engineer

Employer
Experis Ireland
Location
Ireland
Salary
Negotiable
Closing date
31 Jul 2024

View more

Sector
IT
Job Type
Permanent
Hours
Full-time

Job Details

Job Title: Principle MLOps Engineer-Responsible AI
Job type: Permanent
Job Location: UK/Remote

Company Overview:
Our client is the world's leading provider of enterprise open-source software solutions, using a community-powered approach to deliver high-performing Linux, cloud, container, and Kubernetes technologies. Spread across 40+ countries, our associates have the flexibility to choose the work environment that suits their needs from in-office to fully remote to office-flex.

The Role:
Our client is looking for a highly motivated individual to join OpenShift AI as a Principal Software Engineer. In this role, you will advance the deployment, trustworthiness, and monitoring of Foundation and Large Language Models (LLMs). Your focus will be on explainable and responsible AI within the Open Data Hub project. You will collaborate with open-source communities and internal teams to innovate scalable, trustworthy MLOps solutions across hybrid cloud environments.

What You Will Do:

  • Lead and Influence: Be a key leader in MLOps and Explainable AI, focusing on Fairness and Bias. Build and support an active MLOps open-source community for Open Data Hub and OpenShift AI.
  • MLOps Expert: Serve as an MLOps Subject Matter Expert (SME) at Red Hat. Engage with customers, present at conferences, and promote OpenShift AI within our teams.
  • Innovate and Design: Research and develop new features for open-source MLOps projects like KServe and TrustyAI.
  • Provide Technical Leadership: Guide and oversee critical and high-impact projects with your technical expertise.
  • Mentor and Coach: Support and mentor a distributed team of engineers, helping them grow and succeed.

What You Will Bring:

  • Strong research and development experience in Explainable Artificial Intelligence (XAI) with a focus on Large Language Models (LLMs), model-agnostic interpretability methods, bias detection and mitigation, and metrics for assessing fairness, transparency, and interpretability in the complex AI models.
  • Recent hands on experience in deploying and maintaining machine learning models in production environments with respect to explainable AI
  • Technical leadership acumen
  • Passion for writing and maintaining reliable code
  • Hands on experience in Kubernetes f
  • Comfortable working in a distributed remote team environment
  • Excellent written and verbal communication skills; fluent English language skills

Nice to Have:

  • A bachelor's degree in statistics, mathematics, computer science, operations research, or a related field. A master's or PhD is a strong plus.
  • Experience in engineering, consulting, or fields related to model serving and monitoring, model registry, explainable AI, or deep neural networks, especially in customer-facing roles or supporting data science teams.
  • Extensive experience with OpenShift.
  • Advanced skills in Python, Go, or Java.
  • Knowledge of popular machine learning libraries such as PyTorch, TensorFlow, Scikit-Learn, and Hugging Face.


If you are interested in this role or would like to discuss it further, please call Nidhi at +353 1 645 5244 or email [email protected].

Company

At Experis (part of ManpowerGroup) global, we operate in over 50 countries worldwide, deploying more than 38,000 skilled professionals across the IT, Science and Engineering sectors every day. Few companies can match our scope, our history of success, or our reputation as the global leader in professional talent and workforce solutions – and that’s why over 80% of the Fortune Global 500 turn to us for the professional talent that will set them apart.

We’re a different kind of talent company. We precisely deliver in-demand talent for mission-critical positions, enhancing the competitiveness of the organisations and people we serve. From interim and permanent recruitment, to managed services and consulting; we deliver high-impact solutions that enable our clients to achieve more than they ever thought possible.

Today, we’re Experis: Ireland’s leading IT resourcing specialist, and the professional resourcing arm of the world’s workforce expert, ManpowerGroup

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