New York, New York, United States · On-site
$175k–$275k/yr
Mirage is an AI-native video platform that intelligently orchestrates production and editing through natural language. Our models leverage contextual awareness to execute the same creative decisions a professional editor…
Skills: PyTorch, CUDA, Triton, Distributed Training, FSDP
New York, New York, United States · On-site
$175k–$275k/yr
Mirage is an AI-native video platform that intelligently orchestrates production and editing through natural language. Our models leverage contextual awareness to execute the same creative decisions a professional editor…
Skills: Large Language Models, Agentic Systems, Multimodal Reasoning, Fine-tuning, Transformers
New York, New York, United States · Remote OK
$85k–$130k/yr
Why We Exist Your car and your home are your most important assets, yet the experience of owning them is stuck in the 90s. Every part of the journey — buy/sell, insurance, maintenance, repairs — is fragmented, complicate…
Skills: SQL, Python, Data analysis, Data visualization, Experimental design
New York, New York, United States · Remote OK
$170k–$210k/yr
Why We Exist Your car and your home are your most important assets, yet the experience of owning them is stuck in the 90s. Every part of the journey — buy/sell, insurance, maintenance, repairs — is fragmented, complicate…
Skills: Business operations, Data analytics, SQL, Python, Excel
New York, New York, United States · On-site
$151k–$257k/yr
Position Type : Full time Type Of Hire : Experienced (relevant combo of work and education) Education Desired : Bachelor of Business Administration Job Description About the Team The Pricing Strategy Team is responsible …
Skills: Pricing strategy, Financial modeling, Market analysis, Commercial strategy, Data analysis
New York, New York, United States · Remote OK
$140k–$190k/yr
Job Description: The Strategic Solutions department at WideOrbit serves as the critical link between the company’s innovative products and its clients, bridging current and future solutions with client ecosystems. The te…
Skills: Solutions Architecture, AdTech, Pre-sales, Solution Design, Workflow Optimization
New York, New York, United States · Hybrid
$150k–$180k/yr
Primordial Soup is a generative AI lab and story studio founded by visionary filmmaker Darren Aronofsky. We invent original stories and the tools to tell them — merging bold narrative, emotional depth, and experimental w…
Skills: Strategic planning, Project management, Executive support, Communication, Business judgment
New York, New York, United States · Hybrid
$250k–$300k/yr
Primordial Soup is a generative AI lab and story studio founded by visionary filmmaker Darren Aronofsky. We invent original stories and the tools to tell them — merging bold narrative, emotional depth, and experimental w…
Skills: Engineering leadership, Generative AI, Software architecture, Technical strategy, Team management
New York, New York, United States · Remote Solely
$200k–$1000k/yr
About Savvy Wealth: Wealth management is a $545 billion industry that still runs on manual work. 75% of advisors offer no digital communication beyond email, and most still build financial plans by hand in Excel. Savvy i…
Skills: Financial planning, Investment strategy, Tax planning, Retirement planning, Estate planning
New York, New York, United States · On-site
$140k–$171k/yr
At U.S. Bank, we’re on a journey to do our best. Helping the customers and businesses we serve to make better and smarter financial decisions and enabling the communities we support to grow and succeed. We believe it tak…
Skills: Product management, P&L ownership, Financial modeling, Product strategy, Data-driven decision making
New York, New York, United States · Remote OK
$130k–$150k/yr
Why We Exist Your car and your home are your most important assets, yet the experience of owning them is stuck in the 90s. Every part of the journey — buy/sell, insurance, maintenance, repairs — is fragmented, complicate…
Skills: SQL, Python, Data analysis, Data visualization, Experimental design
New York, New York, United States · Remote OK
$160k–$210k/yr
Why Jerry.ai? Join a pre-IPO startup with capital ($240M raised), traction (5M+ customers), and runway (we’re profitable). Impact: Come lead our customer-facing Agentic AI product leveraging LLMs, agents, and internal AP…
Skills: Product management, Agentic AI, LLMs, Prompt engineering, System architecture
New York, New York, United States · Remote OK
$75k–$110k/yr
Why we exist: More than 80% of Americans own a car and see it as a fundamental necessity, yet the experience of owning one is stuck in the 90s. Every part of the user journey (shopping for a car, insurance, repairs, etc)…
Skills: Community management, Organic social, SEO, Content strategy, Engagement strategy
New York, New York, United States · On-site
About Meow Meow is business banking built for global companies. FDIC-insured accounts through our banking partners, yield on idle cash, and support for US and offshore entities. Companies like Solana, Phantom, QuickNode,…
Skills: Sales, Outbound prospecting, Pipeline building, Communication, Relationship building
New York, New York, United States · Remote OK
$160k–$210k/yr
Why Jerry.ai? Join a pre-IPO startup with capital ($240M raised), traction (5M+ customers), and runway (we’re profitable). Impact: Come lead our customer-facing Agentic AI product leveraging LLMs, agents, and internal AP…
Skills: Artificial intelligence, LLMs, Product management, System architecture, Prompt engineering
New York, New York, United States · Remote OK
$75k–$110k/yr
Why we exist: More than 80% of Americans own a car and see it as a fundamental necessity, yet the experience of owning one is stuck in the 90s. Every part of the user journey (shopping for a car, insurance, repairs, etc)…
Skills: Community management, Organic social media, Content strategy, SEO, LLM citation
New York, New York, United States · Remote OK
$180k–$220k/yr
The Opportunity Your car and your home are your most important assets, yet the experience of owning them is stuck in the 90s. Every part of the journey - insurance, repairs, financing, maintenance - is fragmented, compli…
Skills: Business development, Partnership management, Strategic planning, Deal structuring, Cross-functional leadership
New York, New York, United States · On-site
$110k–$150k/yr
About Meow Meow is business banking built for global crypto companies. FDIC-insured accounts through our banking partners, real yield on idle cash, and support for US and offshore entities. You can also send and receive …
Skills: Sales, Business Development, Lead Generation, Account Management, Financial Services
New York, New York, United States · Remote OK
$75k–$110k/yr
Why we exist: More than 80% of Americans own a car and see it as a fundamental necessity, yet the experience of owning one is stuck in the 90s. Every part of the user journey (shopping for a car, insurance, repairs, etc)…
Skills: Community management, Organic social media, SEO, Content strategy, Engagement strategy
New York, New York, United States · Remote OK
$170k–$210k/yr
Why We Exist Your car and your home are your most important assets, yet the experience of owning them is stuck in the 90s. Every part of the journey — buy/sell, insurance, maintenance, repairs — is fragmented, complicate…
Skills: SQL, Python, Data analysis, Data science, Analytics
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Build and scale systems for video generation models, focusing on training objectives and inference efficiency. Translate research models into production-ready systems with ultra-low latency and high GPU utilization.
Requires a BS/MS/PhD in CS, ML, or a related field with at least 2 years of professional industry experience. Must have expertise in PyTorch, CUDA, and scaling large models under low-latency constraints.
Mirage is an AI-native video platform that intelligently orchestrates production and editing through natural language. Our models leverage contextual awareness to execute the same creative decisions a professional editor would — dramatically improving productivity for experienced teams, while making video creation accessible to anyone.
We’re an interdisciplinary team addressing some of the most difficult technical and creative challenges in generative media. As an early member of our team, you’ll tackle foundational problems that remain largely unsolved across the industry, driving an outsized impact on the future of creative expression.
Product (Captions by Mirage)
Research (Our Models and Agents)
Updates (Mirage on X / twitter)
TechCrunch, Forbes AI 50, Fast Company (press)
We’re very fortunate to have some the best investors and entrepreneurs backing us, including Index Ventures, Kleiner Perkins, Sequoia Capital, Andreessen Horowitz, General Catalyst, Uncommon Projects, Kevin Systrom, Mike Krieger, Lenny Rachitsky, Antoine Martin, Julie Zhuo, Ben Rubin, Jaren Glover, SVAngel, 20VC, Ludlow Ventures, Chapter One, and more.
Please note that all of our roles will require you to be in-person at our NYC HQ (located in Union Square)
About the Role
Mirage is seeking an ML Engineer to build and scale the systems powering our video generation models. You’ll work on novel modeling approaches, training objectives, scaling strategies, and inference optimization and efficiency to bring cutting-edge models into production.
This role sits at the intersection of research and systems engineering, focusing on making advanced models faster, more efficient, and capable of ultra-low latency, real-time generation.
Train and optimize large-scale video and multimodal models
Improve efficiency across training and inference (memory, latency, cost)
Implement techniques such as distillation, quantization, and pruning to aggressively accelerate diffusion and autoregressive generation
Build and maintain distributed training systems
Optimize GPU utilization, parallelism, and throughput
Develop tooling for experimentation, evaluation, and debugging
Translate research models into robust, production-ready systems
Monitor and improve model performance in real-world usage
BS/MS/PhD in CS, ML, or related field
2+ years of professional industry experience
Strong experience in deep learning systems and infrastructure
Expertise in PyTorch, CUDA, Triton, and distributed training (FSDP, etc.)
Experience scaling and optimizing large models under low-latency inference constraints
Strong debugging and performance profiling skills
Ability to move quickly from prototype to production
Comprehensive medical, dental, and vision plans
401K with employer match
Commuter Benefits
Catered lunch multiple days per week
Dinner stipend every night if you're working late and want a bite!
Grubhub subscription
Health & Wellness Perks
Multiple team offsites per year with team events every month
Generous PTO policy
Captions provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.
Please note benefits apply to full time employees only.
Custom LLMs
Custom LLMs to accelerate your productivity!
Offices: 60 Rausch St, San Francisco, California 94103, US
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