Head of AI Leadership

Vor 2 Tagen

Deutschland ClearML Vollzeit

Head of AI Leadership

ClearML is a pioneering platform for continuous machine learning, trusted by forward-thinking Data Scientists, ML Engineers, DevOps, and decision makers at leading Fortune 500 companies, academia, and innovative start-ups worldwide. We empower customers to build seamless ML workflows - from experiment management and orchestration through data management and scheduling, followed by provisioning and serving - to achieve the fastest time to ML production and increased performance.

We help data science, AI/ML engineering, and DevOps teams effortlessly develop, orchestrate, and automate ML workflows at scale. Our frictionless, unified end-to-end MLOps suite enables users and customers to focus on developing their ML code and automation, ensuring their work is reproducible and scalable. ClearML is trusted by brands such as NVIDIA, Philips, Samsung, Hyundai, and Bosch.

As the Head of AI at ClearML, you will have the opportunity to contribute to our mission of transforming the AI/ML space by bridging software, machine learning, and automation. Our team is focused on enhancing the customer experience of our AI Platform and infrastructure control plane tools through data-driven insights, research, and development.

By joining ClearML, you will have the chance to be part of a dynamic team dedicated to advancing the field of machine learning and helping ML engineers train high-performing, fair, and reproducible models.

Overview

We are an open-source end-to-end AI platform, built by developers for developers. We're seeking a Head of AI to join our growing team and guide its strategy. In this role, you will collaborate across our development and product teams and will have the opportunity to collaborate with our AI/ML experts working in exciting areas like LLMs, computer vision, machine learning, and DevOps.

The ideal candidate will be an Engineer with experience leading a team that analyzes large amounts of raw information to find patterns and uses them to optimize model performance. You have experience with leading AI tools in the market and understand their key features and areas of potential risk. You will use that knowledge to coach and guide the team to build data pipelines to extract valuable business insights, analyze trends, and help us make better decisions.

We expect you to be highly analytical with a knack for analysis, math, and statistics, and a passion for machine learning and research. Critical thinking and problem-solving skills are also required.

Responsibilities

  • Lead the AI team, offering product guidance, coaching, and mentorship
  • Build scalable infrastructure for training, evaluating, and serving models
  • Research and analyze valuable data sources and automate processes
  • Perform preprocessing of structured and unstructured data
  • Review large amounts of information to discover trends and patterns
  • Create predictive models and machine-learning algorithms
  • Organize and present information using data visualization techniques
  • Develop and suggest solutions and strategies to business challenges
  • Work together with engineering and product development teams to build and test AI solutions spanning the entire spectrum of LLM and machine learning model operationalization from data processing, model training/fine-tuning, hyperparameter tuning/RAG, deployment, and model management.

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