Head of Machine Learning
Job Summary
Job Description
- Exceptional leadership, mentorship, and communication skills.
- Proven track record in leading ML R&D teams or projects.
- Advanced degree in Computer Science, Machine Learning, AI, or related field.
- Extensive experience with deep learning frameworks (TensorFlow, PyTorch) and Python.
- Deep understanding of AI ethics, fairness, and interpretability.
- Strategic thinking with ability to define and communicate a compelling vision.
- PhD and/or strong portfolio of published research and patents in top AI conferences and journals.
- Experience deploying large-scale machine learning models in production.
- Familiarity with cloud platforms and MLOps best practices.
- Proficiency in languages beyond Python, such as C++.
- Able to knit together a high performing distributed team and communicate a consistent vision.
12 skills required
Job Details
Description
The Head of Machine Learning will lead our research and development efforts in generative models with a main focus on multimodal generation, with main focus on video generation but also audio, and language-based models.This strategic leadership position sits at the intersection of technical expertise and organizational vision, requiring both hands-on experience with generative models and the ability to guide teams toward breakthrough results. You will be responsible for designing ML architectures and training pipelines, building and managing a skilled technical team, and ensuring research innovations can be successfully implemented in production environments, audio integration, and language model applications. This includes building systems that coordinate multimodal
inputs—visual, auditory, and textual—to enable rich, realistic, and controllable outputs for creative and production workflows.
Key Responsibilities / Job Duties
Research & Development Leadership
● Define and execute the strategic roadmap for generative ML research aligned with company
objectives
● Lead research initiatives in multimodal generative models (video, audio, language), temporal
consistency techniques, and multimodal generation with main focus on video generation
● Design and optimize large-scale training and fine-tuning pipelines for generative models
● Drive innovation in ML architecture, evaluation methodologies, and performance optimization
● Balance scientific experimentation with practical business outcomes.
● Build, lead, and mentor a diverse, high-performing ML team
members
continuous learning
Cross-Functional Collaboration
● Partner with product, engineering, and creative teams to integrate ML innovations into production
systems
Technical Strategy & Vision
● Contribute to the company's overall technical and product strategy
● Evaluate emerging technologies and methodologies for potential adoption
● Establish technical standards and best practices for ML development
● Engage with the external research community through publications, conferences, and collaboration
● Exceptional leadership, mentorship, and communication skills.
● Proven track record in leading machine learning R&D teams or projects.
● Advanced degree in Computer Science, Machine Learning, AI, or a related field.
● Extensive experience with deep learning frameworks (e.g., TensorFlow, PyTorch) and programming
languages (e.g., Python).
● Deep understanding of AI ethics, fairness, and interpretability.
● Strategic thinking with the ability to define and communicate a compelling vision
Additional Skills / Nice to Have
● PhD and/or strong portfolio of published research and patents in top AI conferences and journals.
● Experience deploying large-scale machine learning models in production.
● Familiarity with cloud platforms and MLOps best practices.
● Proficiency in languages beyond Python, such as C++.
● Able to knit together a high performing distributed team and communicate a consistent vision.
About You
● Visionary thinker with a passion for advancing the state-of-the-art in AI.
● Collaborative and team-oriented.
● Resilient and adaptable in a fast-paced environment.
● High level of curiosity and commitment to continuous learning.
About Us
We are DNEG, one of the world’s leading visual effects and animation companies for the creation of award-winning feature film, television, and multiplatform content. We employ more than 9,000 people with worldwide offices and studios across North America (Los Angeles, Montréal, Toronto, Vancouver), Europe (London), Asia (Bangalore, Mohali, Chennai, Mumbai) and Australia (Sydney). At DNEG, we fundamentally believe that embracing our differences is a vital component of our collective success. We are committed to creating an equitable, diverse and inclusive work environment for our global teams, where everyone feels they matter and belong. We welcome and encourage applications from all, regardless of background, experience or disability. Please let us know if you need any adjustments or support during the application process, we will do our best to accommodate your needs. We look forward to meeting you!
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About The Company
DNEG is a world-leading visual entertainment services company for the creation of feature film, television, and multiplatform content, with worldwide offices and studios across North America, Europe, Asia, and Australia.
DNEG’s critically acclaimed work has earned the company seven Academy Awards® for Best Visual Effects and numerous BAFTA, Primetime EMMY® Awards and VES Awards for its high-quality VFX work.
Visit www.dneg.com for DNEG’s current and upcoming projects on behalf of Hollywood and global studio and production company.
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