Senior Staff Software Engineer – ML Platform
Employment Information
Report this job
Job expired or something wrong with this job?
Job Description
Senior Staff Software Engineer at Stack developing multimodal data mining and semantic search solutions for AV product development. Collaborating across teams to build scalable ML infrastructure.
Responsibilities:
- Build state-of-art multimodal data mining and semantic search solutions to power AV product development.
- Develop data understanding platform infrastructure for real-time querying/vector databases and batch/stream processing using technologies like Ray, Spark, Lance, or similar.
- Deliver end-to-end data mining solutions that span onboard (C++) and offboard (ML & Data Infra) infrastructure to accelerate AV product development.
- Develop e2e solution for real-time semantic search services (text/images/videos) and vector DBs.
- Discover and identify key issues in existing ML infra and proactively improve system performance.
- Build low latency/high throughput batch or stream processing pipelines.
- Drive technical discussions across multiple orgs and deliver solutions on a timely basis.
- Architect and tune ETL pipelines to maximize GPU/CPU/Ram utilization.
- Write readable and high-performance Python/C++ code.
Requirements:
- 6+ years of experience with multimodal data indexing and inference pipelines
- Building semantic search service, embedding generation for video/images and vector DB
- Large scale ML pipelines (Airflow/Flyte) and model optimization.
- Experience with both ML platforms and building ML-based applications (modeling experience is a bonus)
- Proven track record of building scalable, reliable infrastructure in a fast-paced environment
- Ability to collaborate effectively across teams
- Deep understanding of design trade-offs with the ability to articulate those trade-offs and achieve alignment with others
- Experience building or using ML infrastructure for a large number of customer teams
- 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
Benefits:
- Equal opportunity workplace
- Culture of inclusion, entrepreneurship, and innovation
Similar Jobs
Senior Linux Systems Specialist
Linux Systems Specialist supporting clients by solving tech problems and maintaining Linux infrastructures. Collaborating with a growth-oriented team in remote work environments.
Full-stack Software Developer, Digital Wellness Mobile App
Full-stack developer for Lemio, a digital wellness app focused on reducing smartphone addiction. Duties include implementing AI features and developing across platforms (iOS, Android, Desktop).
Full Stack Software Engineer – Platform
Full Stack Software Engineer focusing on backend tasks at Push Operations Engineering. Collaborating with teams to enhance performance and reliability of web applications in a remote-first environment.
Tech Lead Sênior – Antifraude
Tech Lead Sênior at Efí Bank overseeing fraud prevention projects. Leading technical decisions and ensuring secure, scalable solutions in application development.
Senior Software Engineer
Senior Software Engineer developing high-quality, innovative software in compliance with standards at ConnectWise. Collaborating with teams to ensure timely deliverables and operational excellence.
Software Engineer, Simulation Scalability – Release and Incident Management Focus
Software Engineer improving simulation release processes and quality strategy at General Motors. Working to enhance reliability and performance across simulation workflows with a collaborative approach.
Senior Software Engineer
Join Backblaze as a Sr. Software Engineer, developing reliable storage solutions for B2 Object Storage and Computer Backup services. Focus on improving durability and scalability of customer data storage.
Full Stack Developer
Full Stack Developer at Element creating modern digital solutions for government clients. Engaging in both front-end and back-end development to ensure high performance and compliance.
Technical Lead – Data Engineering
Technical Lead specializing in Oracle database migration to AWS cloud. Overseeing successful migration projects with cross-functional team collaboration and documentation development.
Staff Software Engineer
Staff Software Engineer developing authentication and authorization platform at Basis Technologies. Collaborating with cross-functional teams to enhance digital media operations software.
Senior Full Stack Engineer – Platform Extensions
Senior Full Stack Engineer building integrations for platforms at Fueled. Collaborating with teams to deliver user-focused features globally.
Software Engineer Intern – Fall/Winter 2026
Software Engineer Intern at Cohere creating datasets and features for AI systems. Collaborating with a diverse team to drive innovation in machine learning and NLP products.
Full Stack Software Engineer – Data Observability, Operational Tooling
Full Stack Software Engineer building and serving internal operational tooling for a data analytics team at Accelerant. Focus on front-end development and collaboration with data and engineering teams.
Senior Software Engineer
Senior Software Engineer developing AI-focused solutions for Beam Benefits. Leading code delivery and system integrity improvements while working in a modern tech stack.
Senior Software Engineer – AI Build and Deployment
Senior Software Engineer responsible for building and deploying AI solutions into applications. Collaborating with team on production-grade pipelines and engineering excellence practices.
Senior Fullstack Software Engineer
Senior Full-Stack Software Engineer building a unified pharmacy e-commerce platform. Deliver high-impact solutions in Agile environment with focus on performance and security.
Software Engineer
Software Engineer at CircleCI, focusing on AI-native engineering practices and innovative software delivery. Working in a dynamic environment to build cutting-edge tools for developers.
Full Stack Developer
Full Stack Developer delivering complete end-to-end software solutions at Precision Solutions. A role focused on modern frameworks and cloud environment deployment.
Staff Product Engineer
Product Engineer at Ashby focusing on building software solutions that enhance Talent Acquisition processes for various clients. Engage in end-to-end project ownership while innovating in the product space.
Staff Product Engineer
Product Engineer at Ashby developing innovative technology solutions for talent acquisition. Collaborating with teams to implement features from research to deployment, improving user experience and functionality.