Data Engineer

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Ike’s mission is to make trucks safer, truckers more valuable, and trucking more efficient. Our team is comprised of prominent experts in a wide variety of fields. We are unified by a common passion to transform the way the world moves and build a real commercial product at scale. 

About Your Team

Software Infrastructure team serves as the platform which powers autonomy algorithms both onboard and offboard. We are providing computing, storage, communication and data center services & tools to enable autonomy stack to run onboard on the vehicle and offboard inside the data-center. We also provide infrastructure software to support offline machine learning training, data pipelines and simulation for validation and verification.

About Your Role

You will be a key contributor on a small, collaborative team focused on one of the most exciting robotics applications today. In this impactful role, you will mainly contribute to the data infrastructure: bring innovative state-of-the-art deep-learning models for self-driving into production, and onto autonomous vehicles; build efficient and scalable data pre-processing and post-processing pipelines to manage and serve 2D and 3D sensor, map, and log data; build data analytics platform on the data lake to generate metrics and insights for autonomy and system performance; provide tools for users to run different queries against the data lake.

About Your Work

  • Design, develop, test, deploy, maintain and document innovative solutions for challenging data problems with robust, scalable, reusable, efficient production-quality software
  • Collaborate and communicate closely with autonomy and system teams to identify, propose and build infrastructure, large-scale data pipelines, data storage strategy, common libraries and useful tools needed to manipulate data
  • Research and incorporate emerging software infrastructures, tools, and technologies, especially pertaining to data processing
  • Develop web-based dashboards & reports for quickly visualizing autonomy performance
  • Establish data pipelines for analysis to measure long-term trends
  • Work cross functionally with different stakeholders to identify key performance metrics that will be tracked over the long-term

About You

  • BS, MS, or equivalent experience, in Computer Science, Computer Engineering or similar with 3+ years of experience building data infrastructure
  • Experience building production level software systems, with Python and C++
  • Experience in architecting and building large-scale batch processing pipelines using Big Data tools such as Hadoop, Spark, Cassandra, etc.
  • Deep aspiration of how cloud infrastructure like AWS, GCP works; experience with scaling cloud and on premise systems
  • Team-player with a strong collaboration and communication skills, who is able to motivate and mobilize cross-functional teams, and respond positively to feedback
  • Great attention to detail and a data-driven approach to problem solving
  • Comfortable working across teams and organizations to drive the finish line

Nice to Have

  • Experience with 2D & 3D data, manipulating and transforming geometric data, computer graphics style image and data projections, graph-based algorithms
  • Knowledge of applied machine learning, and GPU processing in compute clusters
  • Familiarity with considerations related to sensor data (RGB, LiDAR) such as calibration, data capturing, noise sources, transformations, etc.
  • Infrastructure experience in self-driving industry

Ike is an equal opportunity employer. We celebrate diversity and are committed to building an inclusive environment for all employees. We never discriminate on the basis of race, creed, color, ethnicity, national origin, religion, gender, sex, sexual orientation, gender expression, age, height, weight, veteran status, marital status or disability status.

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Location

1475 Indiana St, San Francisco, CA 94107

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