Lead Machine Learning Infrastructure Engineer

October 23, 2024

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Cantina

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Cantina is a company that specializes in creating advanced AI characters that can talk, feel, and capture their adventures with selfies. It offers a platform where users can unleash their AI bots in online communities, allowing these lifelike, social creatures to interact with humans. Cantina focuses on building networks of AI influencers and encourages users to explore and build their own collections of AI bots. The company's mission is to foster an interactive universe, inviting creativity and social interaction through digital personalities and AI technology.

AI

51 - 200 employees

Founded founded by Sean Parker

🤖 Artificial Intelligence

🎮 Gaming

🌍 Social Impact

📋 Description

• A bit about Cantina: Cantina, founded by Sean Parker, is a new social platform with the most advanced AI character creator. Build, share, and interact with AI bots and your friends directly in the Cantina or across the internet. • Cantina bots are lifelike, social creatures, capable of interacting wherever humans go on the internet. Recreate yourself using powerful AI, imagine someone new, or choose from thousands of existing characters. Bots are a new media type that offer a way for creators to share infinitely scalable and personalized content experiences combined with seamless group chat across voice, video, and text. • If you're excited about the potential AI has to shape human creativity and social interactions, join us in building the future! • A bit about the role: We are seeking a Tech Lead to guide the development of our machine learning infrastructure team. This role will be critical in scaling our AI systems, which underpin the creation and deployment of highly interactive, multimodal AI characters. You’ll lead the architecture and implementation of robust ML pipelines while managing the infrastructure needed to support real-time interactions across various platforms.

🎯 Requirements

• 5+ years of experience working with machine learning infrastructure in a production environment, preferentially for a consumer facing product. • 2+ years of management experience preferred. • Proven experience leading teams in building scalable ML systems and pipelines. • Expertise with cloud platforms (e.g. AWS) and container orchestration tools (e.g., Docker, Kubernetes). • Strong programming skills, with proficiency in Python and experience with ML frameworks such as TensorFlow or PyTorch. • Experience with monitoring and managing deployed models, using tools like A/B testing, telemetry, or model performance tracking. • Excellent communication skills to work with both technical and non-technical stakeholders. • Passion for AI and enthusiasm for its applications in creative and social contexts.

🏖️ Benefits

• Health Care — 99% of premiums for medical, vision, dental are fully paid for by Cantina, plus One Medical membership. • Monthly Stipend — $500/month to use on whatever you’d like! • Rest and Recharge — 15 PTO days per year, 9 sick days, 13 paid company holidays, and offices closed for winter break (Christmas Eve to New Years Day)! • 401(K) — Eligible to participate on day one of employment. • Parental Leave & Fertility Support • Competitive Salary & Equity • Lunch and snacks provided for in-office employees. • WFH equipment provided for full-time hybrid/remote employees.