Symphony is a premium digital products provider and a global technology house headquartered in San Francisco. We are working with 8 out of Fortune’s most admired brands in 2021 and some of the most ambitious and creative leaders in the world. Founded in 2007, Symphony is unlocking the full potential of humans + technology to inspire growth for our people, clients, and communities.
Today, we count 600+ ambitious, talented individuals in our engineering hubs and consulting offices in North America, Europe, Asia, Africa, and South America.
This is an excellent opportunity for all Solution Architects to join us in expanding a global powerhouse and partnering with worldwide industry leaders to solve some of the most complex digital challenges.
Opis posla
We are on the lookout for a Principal AI/ML Engineer!
As a Principal AI/ML Engineer at Symphony, you’ll lead AI initiatives for global enterprise clients—shaping solutions, building PoCs, and architecting production-ready ML systems across domains from creative audio/video to complex business workflows. This is a hands-on technical leadership role where you define strategy, design end-to-end architectures, build core components, and set the technical standards for each engagement.
What would be your responsibilities if you join us?
Translate business challenges into AI/ML solutions; lead discovery workshops.
Build and present PoCs to validate feasibility and value.
Contribute technical input to proposals, scoping, and estimations.
Develop models across NLP, CV, audio, and generative AI.
Lead fine-tuning and PEFT methods (LoRA, QLoRA, instruction tuning).
Assess architectural trade-offs: fine-tuning vs. prompting vs. off-the-shelf.