Machine Learning Manager - Ads Creative Effectiveness
RedditSalary not specified
Full Time
Expert & Leadership (9+ years)
Not SpecifiedCompensation
Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Visual Effects, Creative Technology, Media ProductionIndustries
Requirements
Candidates must possess at least 10 years of programming experience, with significant experience integrating machine learning solutions into creative production pipelines. They should have extensive Python programming skills, balancing rapid prototyping with robust, production-quality coding practices, and strong proficiency in PyTorch alongside working knowledge of key production tools and their APIs.
Responsibilities
The Senior Machine Learning Workflow Engineer will integrate and optimize machine learning models within established 2D and 3D software environments, ensuring seamless workflows in DCCs while providing ongoing support for systems already deployed in production. They will develop, implement, and maintain flexible frameworks to streamline the integration of ML-driven technologies into production workflows, leverage existing datasets and guide future data capture, prototype and deliver proofs-of-concept, oversee the full machine learning lifecycle, evaluate and recommend open-source solutions, maintain clear communication with various teams, champion best practices, and adapt to a rapidly evolving technological landscape.
Skills
Python
PyTorch
Machine Learning
Model Deployment
Data Management
Software Integration
Creative Production Pipelines
Technical Communication
Scanline VFX
Provides visual effects and real-time production
About Scanline VFX
Scanline VFX specializes in creating visual effects for films and television. The company uses its proprietary fluid simulation software, Flowline, to produce realistic natural elements like fire, smoke, and water. This software has been recognized with an Academy Award for its technical achievements. Scanline VFX stands out from its competitors by combining a large, diverse team of over 1,200 professionals with significant investments in its technology and infrastructure, particularly from Netflix. This allows them to take on a wide range of projects, both for Netflix and other clients. The goal of Scanline VFX is to help filmmakers achieve their artistic visions while pushing the limits of what can be done in visual effects and real-time production.
Grünwald, GermanyHeadquarters
1989Year Founded
M_AND_ACompany Stage
Design, EntertainmentIndustries
1,001-5,000Employees
Benefits
Professional Development Budget
Flexible Work Hours
Risks
Increased competition from emerging VFX studios in Asia.
AI-driven VFX tools may disrupt traditional workflows.
Volatility in streaming service investments could impact Scanline's project pipeline.
Differentiation
Scanline VFX's proprietary software, Flowline, creates photorealistic natural phenomena.
Eyeline Studios offers unmatched flexibility in real-time filmmaking.
Scanline VFX has a global presence with studios in seven key locations.
Upsides
Netflix's investment enhances Scanline's pipeline and infrastructure.
Rising demand for high-quality VFX in streaming content benefits Scanline.
Expansion into South Korea capitalizes on emerging market opportunities.
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