Staff AI Engineer

Company: Firework
Location: San Mateo
Posted on: November 3, 2024

Job Description:

Firework is the world's leading unified video commerce platform that empowers its global partners to personalize the customer experience and engagement at scale. Firework bridges the offline and online for a robust omnichannel immersive brand experience cultivating a deeper emotional human connection between our partners and their end consumers. We are customer-centric and inspired to win together offering total solutions with endless possibilities to help our customers increase purchases and conversions using the power of video. At the heart, we are a global and diverse team of "SuperSpark" creators, entrepreneurs, life-long learners, and data geeks driven by the future of authenticity to transform commerce. Firework has raised over $235M to date, with its latest Series B round led by SoftBank Vision Fund 2. Come reimagine the online customer experience with us.SummaryWe are growing our team and are looking for someone to help us lead the way in harnessing artificial intelligence to revolutionize ecommerce. You are a visionary thinker who has a passion for pushing the boundaries of AI to solve complex problems and drive positive change in the world.What you'll be doing

• Lead the design and development of production applications with latest text, image, and video based Generative AI technologies
• Collaborate with product managers, data scientists and engineers to define product requirements and success criteria
• Conduct research and evaluate state-of-the-art AI technologies, frameworks, and tools to inform architectural decisions and best practices
• Design scalable and efficient AI architectures that leverage distributed computing, cloud services, and big data infrastructure
• Ensure the security, privacy, and ethical considerations of AI systems, including data governance, compliance, and transparency
• Lead technical discussions, provide mentorship, and share expertise with team members to foster a culture of learning and innovationWe'll be excited if you have
• Advanced degree (MS or PhD) in Computer Science, Statistics, or related STEM field
• 5+ years of experience building large-scale production grade AI applications
• 3+ years of experience working on model inferencing and training on GPUs
• Deep understanding of AI algorithms, including supervised and unsupervised learning, reinforcement learning, neural networks, and deep learning architectures
• Proficiency in Python, extensive experience with CUDA and profiling GPU performance and distributed training runs
• Strong verbal and written communication skills, as well as the ability to work effectively across internal and external organizations and virtual teams
• Demonstrated ability to operate in a highly innovative and fast-paced workspace and able to make decisions within a dynamic and ever-changing environment
• Passion for learning, experimentation, and pushing the boundaries of AI technology to drive innovation
• A strong sense of ownership, urgency, and driveWe'll be even more excited if you have
• Experience in prompt engineering and APIs of popular GenAI platforms (e.g. OpenAI, Anthropic, Google Vertex, MidJourney, etc.)
• Experience with lower level multimedia processing and optimizations
• Publications and research experience in GenAIOffice LocationAs a hybrid office-centric company, we are looking for candidates in the Bay Area.CompensationThe following represents the expected range of compensation for this role: The estimated pay range for this role is $220,000-$250,000. Other factors that impact compensation include stock options. The posted pay range represents the anticipated low and high end of the compensation for this position and is subject to change based on business need. To determine a successful candidate's starting pay, we carefully consider a variety of factors, including primary work location, an evaluation of the candidate's skills and experience, market demands, and internal parity. Candidates may receive more information from the talent partner.Don't hold backWe understand some candidates may see the above and not apply because they don't meet all the qualifications. We encourage you to apply anyway; we often find talented candidates that fit many other opportunities we have and look for potential too, not just what you did in the past. As an equal employment opportunity employer, we are a diverse team that strives for an inclusive environment for all. We prohibit discrimination and harassment of any kind based on race, color, sex, religion, sexual orientation, national origin, age, disability, genetic information, pregnancy, or any other protected characteristic as outlined by federal, state, or local laws.By submitting your application, you acknowledge that you have read and understood Firework's Applicant Privacy Policy located at:
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Keywords: Firework, Tracy , Staff AI Engineer, Engineering , San Mateo, California