Senior Software Engineer, Fullstack
Twelve Labs$150,000 - $170,000/year
Full Time
Senior (5 to 8 years)
Not SpecifiedCompensation
Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Technology, Creative Software, AIIndustries
Requirements
- B.S. or higher in Computer Science, Engineering, Mathematics, or related field
- 3+ years of hands-on experience building and deploying ML models in production
- Strong expertise in video understanding, computer vision, or multimodal AI (video + language/audio)
- Demonstrated experience training, finetuning, and optimizing large-scale models (LLMs, vision transformers, video models)
- Proficiency in Python and deep knowledge of ML frameworks (PyTorch, TensorFlow, etc.)
- Track record of delivering impactful, production-grade AI solutions
- Excellent problem-solving skills and ability to thrive in a fast-paced, collaborative environment
- Passion for pushing the boundaries of what's possible with video AI
Responsibilities
- Research, train, and deploy state-of-the-art ML models for video understanding, video reframing, temporal analysis, and audio-visual processing
- Build multimodal AI systems that combine vision, language, and audio to enable intelligent video editing and content creation workflows
- Develop video-specific AI features such as automated scene detection, object tracking, style transfer, and content-aware cropping/reframing
- Leverage LLMs and vision-language models to analyze complex video data and extract actionable insights
- Build and optimize agentic AI workflows that enable dynamic user interaction with video AI systems
- Develop scalable evaluation frameworks to assess accuracy, robustness, and usability of video AI models
- Partner with product, UX, and business development teams to translate video AI innovations into enterprise-grade features
- Collaborate with Adobe Research to explore emerging video AI technologies and transform research into interactive prototypes
Skills
Key technologies and capabilities for this role
Questions & Answers
Common questions about this position
What education and experience are required for this role?
A B.S. or higher in Computer Science, Engineering, Mathematics, or related field is required, along with 3+ years of hands-on experience building and deploying ML models in product.
What are the main responsibilities of the Applied ML Research Engineer?
Responsibilities include researching, training, and deploying state-of-the-art ML models for video understanding and processing, building multimodal AI systems, developing video-specific features, leveraging LLMs for video analysis, and partnering with teams to deliver enterprise-grade features.
Is this a remote position or does it require office work?
This information is not specified in the job description.
What is the salary or compensation for this role?
This information is not specified in the job description.
What kind of team will I be working with?
You'll join a highly collaborative team working with internal product groups, strategic partners, UX, business development teams, and Adobe Research to solve complex AI challenges.
Adobe
Software solutions for content creation and marketing
About Adobe
Adobe provides a range of software solutions focused on digital experiences, catering to creative professionals, businesses, and educational institutions. Its main offerings include Adobe Creative Cloud, which contains tools for photography, graphic design, video editing, illustration, UI/UX design, 3D and augmented reality, and social media content creation. Adobe also offers marketing solutions through Adobe Experience Cloud and document management services via Adobe Document Cloud. The company operates on a subscription-based model, allowing users to access its software through monthly or annual plans, with special pricing available for students, teachers, and businesses. Adobe differentiates itself from competitors by providing a comprehensive suite of tools that cover various aspects of content creation and marketing, all integrated into one platform. The goal of Adobe is to empower users to create, manage, and optimize their digital content effectively.
San Jose, CaliforniaHeadquarters
1994Year Founded
$668.9MTotal Funding
IPOCompany Stage
Consumer Software, Enterprise Software, DesignIndustries
10,001+Employees
Benefits
Company Equity
401(k) Company Match
Risks
Emerging AI-driven design tools offer similar functionalities at lower costs.
Open-source alternatives may attract users away from Adobe's subscription model.
Data privacy concerns could affect trust in Adobe's cloud services.
Differentiation
Adobe offers a comprehensive suite for content creation, marketing, and document management.
Adobe's subscription model includes special pricing for students, teachers, and businesses.
Adobe integrates advanced analytics with Experience Cloud for data-driven marketing.
Upsides
Generative AI tools enhance Adobe's content creation and editing efficiency.
Remote work boosts demand for Adobe's cloud-based document management solutions.
AR's popularity in marketing benefits Adobe's 3D and AR tools.
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