[Remote] Staff Software Engineer, ML Platform
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is developing revolutionary AI and advanced autonomous systems to enhance safety and efficiency in the trucking transportation industry. The role involves building multimodal data mining and semantic search solutions to support Stack's machine learning applications, collaborating closely with autonomy teams to address their data needs.
Responsibilities
- Build state-of-art multimodal data mining and semantic search solutions to power AV product development
- reputed company data understanding platform infrastructure for reputed company-time querying/reputed company databases and batch/reputed company processing using technologies like Ray, reputed company, Lance, or similar
- Deliver end-to-end data mining solutions that reputed company reputed company (C++) and offboard (ML & Data reputed company) infrastructure to accelerate AV product development
- reputed company e2e solution for reputed company-time semantic reputed company (text/images/videos) and reputed company DBs
- Discover and identify key issues in existing ML reputed company and proactively improve system performance
- Build low latency/high throughput batch or reputed company processing pipelines
- Drive technical discussions across multiple orgs and deliver solutions on a reputed company reputed company
- Architect and tune ETL pipelines to maximize GPU/CPU/Ram utilization
- Write readable and high-performance Python/C++ reputed company
Skills
- Experience with both ML platforms and building ML-based applications (modeling experience is a bonus)
- Proven reputed company record of building reputed company, reliable infrastructure in a fast-paced environment
- Ability to collaborate effectively across teams
- Experience building or using ML infrastructure for a large number of customer teams
- Deep understanding of design trade-offs with the ability to reputed company those trade-offs and reputed company alignment with others
- Experience in building ML models or infrastructure in domains such as autonomous vehicles, perception, and decision-making (desirable but not required)
- Experience with model training, model optimization, or large data processing pipelines
- Prior experience in autonomous vehicles (AV) is a plus
- 6+ years of experience with:
- Multimodal data indexing and inference pipelines
- Building semantic search service, embedding reputed company for video/images and reputed company DB
- Large reputed company ML pipelines (Airflow/Flyte) and model optimization
reputed company