Senior Machine Learning Engineer - Data
CantinaAbout Cantina
Cantina, founded by Sean Parker, is a pioneering social platform featuring the most advanced AI character creator. Our platform allows users to build, share, and interact with AI bots and friends directly within Cantina or across the internet. These bots are lifelike, social creatures capable of interacting wherever humans go online. Whether recreating yourself using powerful AI, imagining someone new, or choosing from thousands of existing characters, Cantina offers a new media type for creators to share infinitely scalable and personalized content experiences, combined with seamless group chat across voice, video, and text.
About the Role
As a Senior Machine Learning Engineer on the Data team, you will focus on two key areas: large-scale data collection and refined dataset creation. You will expertly manage diverse data sources, build robust infrastructure for petabyte-scale data handling, and craft comprehensive training datasets through experimentation and evaluation. This role is central to our AI development process, requiring meticulous attention to detail and the ability to make impactful design decisions.
Responsibilities
- Identify and collect data at scale for different types of speech models.
- Work with large amounts of audio data and different types of speech models, including automatic speech recognition, speaker diarization, and audio classifiers.
- Design and implement robust infrastructure for efficient petabyte-scale data collection, processing, and streaming across multiple clouds.
- Develop ETL tools for managing vast amounts of data.
- Develop innovative solutions for data-related issues in AI model training and implement rigorous data validation processes.
- Ensure data integrity and relevance throughout the pipeline.
- Stay updated with the latest state-of-the-art audio models for speech processing, such as pyannote, parakeet, and whisper.
- Contribute to Cantina’s open-source ML projects and associated communities.
Qualifications
- 5+ years of experience in data platform engineering or a relevant field.
- Experience building large-scale data processing pipelines with tools like PySpark, Beam, or Flink.
- Familiarity with Machine Learning and NLP, with a willingness to learn more on the job.
- Proven track record of adapting to new domains and a desire to use data to improve products.
- Experience as an ML engineer, Data Scientist, or in a similar role.
- Experience with cloud platforms like AWS or Azure, or tools such as Kubernetes and Terraform.
- Passionate about Conversational AI or large language models.
Location
We have offices located in Sunnyvale, CA, San Francisco, CA, and Brooklyn, NY. While we focus on individuals near our office hubs, we offer fully remote and hybrid employment opportunities.
Compensation
In compliance with Pay Transparency Laws, the base salary range for this role is between $175,000 - $250,000 for those located in the San Francisco Bay Area, New York City, and Seattle, WA. When determining compensation, a number of factors will be considered, including skills, experience, job scope, location, and competitive compensation market data.
Application Process
Please submit your resume, cover letter, and any relevant portfolio or publications demonstrating your research contributions in AI.
Benefits Extracted with AI
- Health Care — 99% of premiums for medical, vision, dental are fully paid
- One Medical membership
- Monthly Stipend — $500/month
- 15 PTO days per year
- 9 sick days
- 13 paid company holidays
- Offices closed for winter break
- 401(K) — Eligible to participate on day one
- Parental Leave & Fertility Support
- Competitive Salary & Equity
- Lunch and snacks provided for in-office employees
- WFH equipment provided for full-time hybrid/remote employees
Similar jobs
Last update: 23 minutes ago
Senior Machine Learning Engineer
Join Cantina as a Senior Machine Learning Engineer to design and maintain ML infrastructure, optimize performance, and integrate models.
Senior Machine Learning Engineer, Post-Training
Join Cantina as a Senior Machine Learning Engineer to develop advanced AI models and shape human-bot interactions.
Senior Software Engineer, Machine Learning
Join Niantic as a Senior Software Engineer in Machine Learning to enhance products using generative AI technologies.
Senior Machine Learning Engineer
Join Olo as a Senior Machine Learning Engineer to build and scale ML models for the restaurant industry. Remote work available.
Senior ML Infrastructure Engineer
Join CHAI: AI Platform as a Senior ML Infrastructure Engineer to build and scale ML systems in Palo Alto.
Senior Machine Learning Engineer
Join Intuit as a Senior Machine Learning Engineer to innovate and scale AI algorithms in San Diego.
Machine Learning Engineer with AI/ML Experience
Join us as a Machine Learning Engineer to develop AI/ML models and applications. Work remotely with top-tier companies.
Founding Applied AI Engineer
Join LlamaIndex as a Founding Applied AI Engineer to build and deploy LLM applications. Competitive salary and equity offered.
Senior Machine Learning Engineer - Images
Join Cantina as a Senior Machine Learning Engineer to design and improve AI models for image generation.
Founding AI Engineer
Join LlamaIndex as a Founding AI Engineer to shape the future of LLM applications with cutting-edge AI projects.
Machine Learning Engineer
Join Ema Unlimited as a Machine Learning Engineer in SF Bay Area, working on cutting-edge AI solutions with a focus on NLP and ML technologies.
Founding AI Engineer, Backend
Join LlamaIndex as a Founding AI Engineer, Backend to build scalable cloud services for LLM applications.
Senior Software Engineer, Backend
Join Standard AI as a Senior Backend Engineer to design scalable microservices and APIs. Remote role with competitive salary and benefits.
Senior Mobile Gaming Engineer
Join Cantina as a Senior Mobile Gaming Engineer to design and build AI-embedded mobile-first gaming platforms.
Machine Learning Engineer
Join OfferFit as a Machine Learning Engineer to design and scale AI platforms. Work remotely with a focus on Python, MLOps, and data science.
Senior Machine Learning Engineer
Join Atypon as a Senior ML Engineer to develop AI solutions in NLP, deep learning, and MLOps. Remote position in Athens.
Machine Learning Engineer
Join Sentry as a Machine Learning Engineer to develop AI models and algorithms for smarter software solutions.
Senior Software Engineer, AI
Join Lattice as a Senior Software Engineer, AI, focusing on AI/ML technologies and large language models.
AI Solutions Software Engineer
Join DwellFi as an AI Solutions Software Engineer to develop innovative AI solutions using LangChain or Llama.
Senior Data Engineer
Join us as a Senior Data Engineer in Lisbon to design and maintain data infrastructure. Hybrid role with flexible benefits.
Senior Fullstack Software Engineer, GenAI Horizontal Task Tooling
Join Scale AI as a Senior Fullstack Software Engineer to build web-based applications for AI data annotation.
Senior Distributed Systems Engineer
Join webAI as a Senior Distributed Systems Engineer to design and maintain scalable systems using Python, Kubernetes, and more.
Senior Machine Learning Engineer
Join as a Senior Machine Learning Engineer to design and deploy advanced ML solutions using Python, Spark, and cloud platforms. Remote work opportunity.
Machine Learning Engineer, Foundation Model
Join Stripe as a Machine Learning Engineer to develop and deploy ML models, enhancing user interaction with cutting-edge AI technologies.