How Remoteville checks and expires listings
Staff Machine Learning Engineer, Gen AI
Skills
AlgorithmsArtificial IntelligenceData ScienceGenerative AIPattern RecognitionPresentationsResponsible AI
What the job involves
The main requirements, responsibilities and hiring steps.
Requirements
- 6+ years experience as a Machine Learning engineer building tooling and services for machine learning applications in production.
- Experience with designing and building machine learning tooling and infrastructure for training, deploying, inference and validation of models.
- Experience with distributed systems and platforms for AI integrations across a breadth of applications such as LLM APIs, Cloud based and open source tooling.
- Leading architecture designs to execution independently and track record of improving the team’s overall AI development velocity.
- Strong problem-solving skills and ability to communicate complex concepts to technical and non-technical stakeholders.
- Experience working collaboratively with product managers, project managers, and/or other non-engineering teams.
- Effective documentation and communication skills on a distributed team.
- Commitment to values: Welcoming differences, Being relationship-minded, Practicing responsible participation, Having grit.
Nice to have
- Knowledge of and experience with using LLM solutions across different cloud providers
- Previously successfully contributed to an open source project
- Track record of multiple projects deployed with an active user base
- Experience with responsible AI, transparent algorithms, and putting users' needs first
- Excellent communication skills in written and presentation form
- Lifelong learner
- Experience with the browser extensions architecture or ecosystem
- Experience working in open source environments
Day to day
- Lead the design, development, and integration of Generative AI solutions in Firefox, collaborating cross functionally with product management, full stack engineering and design
- Build infrastructure for training and inference of LLMs and small language and vision models for use cases on the web and mobile Firefox product experiences
- Implement robust validation and testing procedures to ensure the developed models' generalizability and reliability
- Continuously monitor and optimize deployed models for performance and efficiency