Staff AI Engineer
Company: Firework
Location: San Mateo
Posted on: October 18, 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, Cupertino , Staff AI Engineer, Engineering , San Mateo, California
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