Demo

Principal/Associate Director AI/ML Ops Engineer

Glocomms
Conshohocken, PA Full Time
POSTED ON 2/22/2025
AVAILABLE BEFORE 5/14/2025

We are expanding our team and looking for an experienced AIML DevOps Engineer with a strong background in Azure Cloud, Databricks, and DevOps methodologies to join our vibrant Data Science and AI team. This position offers an exciting opportunity to make a significant impact by driving automation, scalability, and delivering high-performance cloud-based solutions.

Role Responsibilities

Technical Leadership and Strategy :

  • Spearhead the development of scalable AI / ML cloud architectures on Azure, ensuring the highest standards of reliability, security, and performance.
  • Define and implement cloud infrastructure best practices, alongside DevOps strategies, to cultivate a culture focused on continuous technical improvement and excellence.

Solution Architecture and Design :

  • Design and deploy Databricks workspaces and clusters to enable efficient data science and AI workloads at scale.
  • Architect robust CI / CD pipelines for seamless AI / ML model deployment using tools like Jenkins, GitLab CI, or Azure DevOps, with an emphasis on automating testing and delivery.
  • Optimize the deployment of containerized applications through Docker and Kubernetes, ensuring portability and scalability across environments.
  • Collaboration Across Teams :

  • Partner with data scientists, Gen AI engineers, and software developers to enhance the development and deployment processes of AI / ML models.
  • Act as a liaison between the infrastructure, data science, and software teams to align technical solutions with business needs.
  • Contribute to code reviews, offer technical guidance, and mentor junior engineers within the AI & Data Science team.
  • Continuous Improvement and Innovation :

  • Stay informed on the latest advancements in Azure, Databricks, and DevOps technologies, and integrate these innovations to optimize development and deployment workflows.
  • Proactively identify opportunities to automate and streamline processes within the AI / ML pipeline.
  • Lead internal workshops and knowledge-sharing sessions to promote a culture of continuous learning and ensure the team remains current with industry trends and best practices.
  • Required Qualifications and Skills :

  • Bachelor's degree in Computer Science, Information Technology, or a related field; a Master's degree is preferred.
  • 10 years of experience in DevOps, Cloud Engineering, or a related role, with specific expertise in AI / ML workflows and data engineering.
  • Extensive hands-on experience with Azure Cloud, including familiarity with Infrastructure as Code (IaC) tools like Terraform or Azure Resource Manager (ARM).
  • Proven ability in managing Databricks environments for AI and data processing workloads.
  • Proficiency in CI / CD tools such as Jenkins, GitLab CI, or Azure DevOps, and experience with scripting languages (Python, Bash, etc.).
  • Strong experience with containerization technologies like Docker and Kubernetes for scalable deployments.
  • Solid understanding of cloud security best practices and regulatory requirements.
  • Preferred Qualifications :

  • Microsoft Azure certifications (e.g., Azure Solutions Architect, Azure DevOps Engineer Expert), Databricks certifications, or GenAI certifications.
  • Expertise in AI / ML model lifecycle management and MLOps.
  • Familiarity with Apache Spark, Delta Lake, and distributed computing environments.
  • Experience with monitoring tools like Prometheus, Grafana, or Datadog.
  • Knowledge of integration platforms as a service (iPaaS) such as Boomi, SnapLogic, or Workato.
  • This position offers a unique chance to contribute to cutting-edge AI and data solutions, making a tangible impact on the team's growth and success.

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