About the Role:

The Labeling team delivers algorithms, tools and infrastructure to provide data labels that can be used by Perception, Motion Planning, and other ML teams for training and evaluation. They work closely with manual labeling efforts and infrastructure teams to create a data centric ecosystem needed to develop real time, safety critical ML models for autonomous driving. 

We are looking for a Labeling Analyst to review and ensure a high quality of labels delivered to our Autonomy teams. The job entails operating internal and third party tools to visualize labels and checking if they meet our quality and labeling standards. The Labeling Analyst will also collaborate across operational and technical teams to identify and correct issues and support other labeling related tasks as needed.

Responsibilities:

• Review labels using internal and third party tooling to identify defects, mis-labeled or unlabeled items.
• Perform high-precision mapping and spatial data annotation activities crucial for autonomous vehicle navigation, utilizing proprietary tooling.
• Update issue trackers based on defects found, summarize findings and write reports.
• Follow up with internal and third party partners to resolve quality issues.
• Participate in defining requirements for, testing, and creating user documentation for internal label editing and review tooling.
• Help with other tasks such as selecting suitable logs for labeling and generating analytics on the QA process.
• Partner with engineering teams to define requirements for, test, and create user documentation for new proprietary labeling and mapping tools.

Qualifications: 

• Computer literacy and operate web based tools.
• Ability to work with Google docs, spreadsheets, write summary reports and aggregate statistics using Google Sheets.
• Ability to take high level acceptance criteria guidance and follow it to execute on label review.
• Ability to work in a highly collaborative, team environment across a variety of functional domains, both operational and technical.

About the Role:

Triage is a critical operational process used in the development of autonomous vehicles to better understand system performance and identify suboptimal behavior. As a Triage Analyst, you will collaborate with Autonomy and Operations teams in reviewing events of interest, collected from real world driving as well as from simulation, and annotating them with contextual information guided by Stack’s Triage Policy & Guidelines. You will use data visualization tools to annotate events, and categorize them by issue type & priority, per our Triage Policy. Additionally you will assemble and present performance reports on our self-driving system, using Triage data. This role requires the ability to process detailed guideline documentation and utilize various review tools including video, textual, and numerical data to accurately categorize AV events. Experience with 2D/3D visualization tooling, as well as GSuite (Sheets, Docs, Slides) or equivalent is beneficial.

Responsibilities:

• Collaborate with Autonomy and Operations teams to review and annotate events of interest from real-world driving and simulation.
• Annotate events with contextual information, adhering to Stack's Triage Policy & Guidelines.
• Utilize data visualization tools to categorize events by issue type and priority.
• Process detailed guideline documentation and use various review tools (video, textual, numerical data) to accurately categorize AV events.
• Assemble and present performance reports on the self-driving system using Triage data.

Qualifications:

• Strong analytical skills including the ability to understand extensive operational guidelines and apply them to an operational workflow.
• Demonstrated experience working effectively within a team environment in an operational capacity.
• Experience working with data to generate quantitative and qualitative reporting.
• Strong communication skills and the ability to convey complex information in a succinct and effective manner.
• Significant experience working with GSuite type products (Sheets, Docs, Slides).
• Experience as a Triage or Annotation / Labeling Analyst for an AV or Robotics company is preferred.