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Senior Staff Software Engineer, AI Data Infra Lead

1 month ago

Pittsburgh, United States Stack AV Full time
About

With customers at its core, Stack AV is focused on revolutionizing the way businesses transport goods, designing solutions to alleviate long-standing issues that have plagued the trucking industry including driver shortages, lagging efficiency in uptime per vehicle, overarching safety concerns, high operating costs, and elevated emission levels. By building safe and efficient autonomous trucking solutions, Stack AV is creating better and smarter supply chains for its partners, improving business outcomes for its customers, delivering goods to end-users faster, and ultimately moving the trucking industry forward.

About the Team:

Data is one of the main drivers in the success of any ML company and the autonomous vehicle industry is no exception to this. The AI Data Infra team, part of the ML Platform org of Stack AV, is responsible for storage, access, and curation of the data across the company and across all the ML use cases.

Position Overview:

We are seeking an experienced, visionary, and hands-on technical lead for our data infra team. You will be responsible for designing the architecture and leading a team to build a robust data platform that powers all the next-gen AI Autonomous Vehicle applications in the company. The ideal candidate will have a deep understanding of modern data technologies, excellent leadership skills, and the ability to drive technical excellence.

Team Responsibilities:
  • Efficient storage, access, search, and governance of the data across the company.
  • Managing the company data lake and data warehouse products.
  • Building self-serve platforms for other teams to create, store, access, and do data augmentation.
Key Responsibilities:
  • Architectural Design: Design and oversee the architecture of the data platform, ensuring scalability, reliability, and performance.
  • Tech Leadership: Lead and mentor a team of data engineers in building and maintaining the data platform.
  • Data Management: Ensure efficient storage, retrieval, data quality, consistency, and governance across the platform. Develop and implement strategies for data lifecycle management, including archiving and purging.
  • Collaboration: Collaborate with cross-functional teams to understand data requirements and design appropriate solutions
  • Technology Stack: Stay updated with the latest technologies and trends in data engineering, making recommendations for new tools and best practices.
  • Performance Optimization: Identify and resolve performance bottlenecks in data processing and storage.
  • Promote Engineering Excellence: Set a culture of engineering excellence within the team and work closely with the management and customer teams to balance between speed of delivery and quality of engineering artifacts.
Qualifications:
  • Education: Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
  • Experience: 8+ years of experience in data engineering or a related field, with at least 3 years in a technical leadership role.
  • Technical Skills:
    • Proficient in data architecture and design.
    • Extensive experience with data lake and data warehouse technologies (e.g., Hadoop, Spark, AWS S3, Redshift, Iceberg, Hive, Trino, etc).
    • Experience with real-time data processing and streaming technologies (e.g., Kafka, Flink).
    • Strong programming skills in languages such as Python, Java, or Scala.
    • Experience with ETL tools and processes.
    • (nice to have) Knowledge of machine learning and AI technologies and their data requirements.
    • (nice to have) Experience with agile development methodologies.
    • (nice to have) Contributions to open-source projects or technical publications.
  • Leadership Skills: Proven ability to lead and mentor a team, manage projects, and drive technical initiatives.
  • Problem-Solving: Strong analytical and problem-solving skills.
  • Communication: Excellent verbal and written communication skills, with the ability to convey complex technical concepts to non-technical stakeholders.


We are proud to be an equal opportunity workplace. We believe that diverse teams produce the best ideas and outcomes. We are committed to building a culture of inclusion, entrepreneurship, and innovation across gender, race, age, sexual orientation, religion, disability, and identity.

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Please Note: Pursuant to its business activities and use of technology, Stack AV complies with all applicable U.S. national security laws, regulations, and administrative requirements, which can restrict Stack AV's ability to employ certain persons in certain positions pursuant to a range of national security-related requirements. As such, this position may be contingent upon Stack AV verifying a candidate's residence, U.S. person status, and/or citizenship status. This position may also involve working with software and technologies subject to U.S. export control regulations. Under these regulations, it may be necessary for Stack AV to obtain a U.S. government export license prior to releasing its technologies to certain persons. If Stack AV determines that a candidate's residence, U.S. person status, and/or citizenship status will require a license, prohibit the candidate from working in this position, or otherwise be subject to national security-related restrictions, Stack AV expressly reserves the right to either consider the candidate for a different position that is not subject to such restrictions, on whatever terms and conditions Stack AV shall establish in its sole discretion, or, in the alternative, decline to move forward with the candidate's application.