Machine Learning Engineering Manager

1 week ago


Chicago, Illinois, United States ZipRecruiter Full time
About the Role

We are seeking a highly skilled Machine Learning Engineering Manager to join our team at ZipRecruiter. As a key member of our Digital Technology team, you will be responsible for leading data-driven insights and innovation to support the Machine Learning needs for commercial and operational projects with a digital focus.

Key Responsibilities
  • Design and implement key components of the Machine Learning Platform, business use cases, and establish processes and best practices.
  • Build high-performance, cloud-machine learning infrastructure and services to enable rapid innovation across the organization.
  • Design and develop tools and apps to enable ML automation using AWS ecosystem.
  • Build data pipelines to enable ML models for batch and real-time data.
  • Support large-scale model training and serving pipelines in distributed and scalable environments.
  • Stay aligned with the latest developments in cloud- and ML ops/engineering and to experiment with and learn new technologies.
Requirements
  • Bachelor's Degree in Computer Science, Engineering, or a related technical field.
  • 8+ years of software engineering experience with languages such as Python, Go, Java, Scala, Kotlin, or C/C++.
  • 6+ years of experience in machine learning, deep learning, and natural processing.
  • 4+ years of experience working in cloud environments (AWS) - Kubernetes, Dockers, ECS, and EKS.
  • 2+ years of experience with Big Data technologies such as Spark, Flink, and SQL programming.
  • 3+ years of experience with cloud-DevOps, CI/CD.
  • 1+ years of experience with Generative AI/LLMs.
  • Familiarity with data science methodologies and frameworks (e.g., PyTorch, Tensorflow) and preferably building and deploying production ML pipelines.
  • Experience in ML model life cycle development experience and prefer experience with common algorithms like XGBoost, CatBoost, Deep Learning, etc.
  • Cloud-DevOps, CI/CD experience using tools such as Jenkins or AWS CodePipeline; preferably experience with GitOps using tools such as ArgoCD, Flux, or Jenkins X.
  • Experience writing, testing, and deploying one or more ML solutions using one or more of the following declarative infrastructure as code solutions: Terraform, Pulumi, AWS CloudFormation, Azure Resource Manager, or GCP Deployment Manager.
  • Experience with generative models such as GANs, VAEs, and autoregressive models.
  • Experience with LLMOps (Large Model Operations) to manage the end-to-end lifecycle of large models.
  • Prompt engineering: Ability to design and craft prompts that evoke desired responses from LLMs.
  • Must be legally authorized to work in the United States for any employer without sponsorship.
Preferred Qualifications
  • Master's/PhD degree.
About ZipRecruiter

ZipRecruiter is an equal opportunity employer. We recruit, employ, train, compensate, and promote regardless of color, physical ability, veteran status, and other protected status as required by applicable law. We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform crucial job functions. Please contact us to request accommodation.

Equal Opportunity Employer - Minorities/Women/Veterans/Disabled/LGBT



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