Staff Machine Learning Engineer
Dolby Laboratories21 days ago
Base Salary
$187k - $215k/yr
Responsibilities
- Design and implement data platforms, unified structured and unstructured data models, metadata management services, and data-enabling systems for AI/ML training and inference.
- Design and implement cloud-based distributed architectures and microservice platforms for low-latency real-time streaming and complex event processing.
- Develop applications, data-collection tools, and instrumentation systems for interactive and immersive data-driven experiences.
- Partner with researchers to optimize AI-based imaging and audio algorithms for distributed cloud and edge execution.
- Develop cloud backend solutions and partner on web, Android, and iOS applications connected to those backends.
- Consult on and implement data governance and management policies.
- Collaborate with researchers, business partners, external technology leaders, and academia to move technologies into production.
Requirements
- Master’s degree in computer science or a related field; PhD is a plus.
- At least 5 years of professional experience, including relevant experience building and designing distributed data systems.
- At least 4 years of experience with cloud systems, distributed computing architectures, service design and implementation, container orchestration, and optimization techniques.
- Strong proficiency in Python and an additional language such as C++, Golang, or Rust.
- Expertise in data structures, distributed algorithms, data modeling, and analytics for heterogeneous stream-based data.
- Knowledge of statistics, data science, AI/machine learning, and big data management.
- Experience with real-time messaging and streaming architectures and platforms such as Pub/Sub, Kafka, Storm, Kinesis, Dataflow/Beam, Flink, Spark Streaming, and Spark.
- Experience with AI/ML models, cloud optimization, and software development patterns.
- Familiarity with DevOps, CI/CD, GitHub Actions, Bash, UNIX/Linux commands, Git, and JIRA.
- Strong problem-solving, collaboration, communication, and presentation skills.
- Knowledge of audio/video formats, processing, editing, and streaming is desired.
- Experience with TensorFlow, PyTorch, Databricks, or Spark is a bonus.
Benefits
- Flexible Flex Work approach supporting where, when, and how employees work best.
- Full-time position with bonus, benefits, profit sharing, and equity.
- Role based in the Atlanta area, with compensation varying by work location.
Tech Stack
Apache BeamApache FlinkApache KafkaApache SparkApache StormBashC++DatabricksGitGitHub ActionsGogRPCiOSKubernetesLinuxPythonPyTorchRustTensorFlow
Categories
About Dolby Laboratories
Dolby Laboratories develops audio, imaging, and voice technologies—such as Dolby Atmos and Dolby Vision—licensed to device makers, streaming platforms, game studios, and cinemas. The NYSE-listed company (ticker: DLB), founded in 1965 and headquartered in San Francisco, also provides software and hardware for content creation and playback, generating revenue primarily from technology licensing and cinema products used in theaters worldwide.