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Senior Software Engineer, Platform - Data + AI (Back-End)

C3 AI
Redwood City, USA
Senior · 5+ years experience
Discovered 1 months ago
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Full Job Posting

Responsibilities:

  • Design and develop infrastructure and services to enable data pipelines for petabyte level scale and more.
  • Design and develop abstractions over datastores such as Cassandra, PostgreSQL, Snowflake, etc.
  • Design and develop file system abstractions over AWS S3, Azure Blobs, HDFS, etc.
  • Design and develop connectors to various external data stores.
  • Design and develop distributed system components for stream processing, queueing, batch processing, analytics engines, etc.
  • Develop and maintain industry-leading, high-performance APIs for AL/ML applications.
  • Develop and maintain features for distributed computations over large-scale data for ML workflows.
  • Design and develop ML-specific data-systems such as feature stores and behavioral frameworks such as recommendation engines.
  • Design and develop integrations with distributed computing technologies such as Apache Spark, Ray, etc. for data exploration and ML workload orchestration.
  • Design and develop integrations with data analysis libraries such as Pandas, Koalas, etc.
  • Develop and production AI/ML models for failure prediction, data schema inferencing, etc.
  • Work on frameworks for performance, scalability, and reliability tracking over different components of a highly extensible AI/ML platform.
  • Work with architects, product managers, and software engineers across teams in a highly collaborative environment.
  • Participate and provide insights in technical discussions.
  • Write clean code following a test-driven methodology.
  • Deliver commitments promptly following agile software development methodology.

Qualifications:

  • Bachelor of Science in Computer Science, Computer Engineering, or related fields.
  • A minimum of 5 years of work experience in a fast-paced software company.
  • Strong understanding of Computer Science fundamentals.
  • High proficiency in coding with Java, C++, C#, or some other compiled language. Python would also be acceptable.
  • Strong competency in object-oriented programming, data structures, algorithms, and software design patterns.
  • Experience with version control systems such as Git.
  • Experience with large-scale distributed systems.
  • Experience with any public cloud platform (AWS, Azure, GCP).
  • Some familiarity with distributed computing technologies (e.g., Hadoop, Spark, Kafka). Familiarity with managed versions of these technologies on public cloud platforms is also acceptable.
  • Familiarity with technologies in the modern data science/analysis and engineering ecosystem (e.g., Pandas, Koalas).
  • Good verbal and written technical communication ability to facilitate collaboration.
  • Thrive in a fast-paced, dynamic environment and value end-to-end ownership of components.
  • Intellectually curious and open to challenges.
  • Preferred Qualifications:
  • Advanced degree in engineering, sciences, or related field.
  • Experience with Agile development methodology.
  • Experience developing and working with REST and/or GraphQL APIs.
  • Experience building scalable and reliable data pipelines.
  • Experience with integration of data from multiple sources.
  • Experience working with analytics and/or data processing engines.
  • Experience developing distributed computation over large-scale data.
  • Experience working with distributed computing frameworks (e.g., Hadoop, Spark, Kafka).
  • Experience with data science/analysis libraries (e.g., Pandas, Koalas).
  • Experience with task schedulers in distributed computing (e.g., Spark, Ray, Dask).
  • Familiarity with machine learning workload orchestration in a distributed computing environment.
  • Familiarity with workflow execution and/or optimization using DAGs, ideally for machine learning use-cases.
  • Conceptual understanding of orchestration and resource provisioning systems (Kubernetes)
  • C3 AI provides excellent benefits, a competitive compensation package and generous equity plan.
  • C3 AI is proud to be an Equal Opportunity and Affirmative Action Employer. We do not discriminate on the basis of any legally protected characteristics, including disabled and veteran status.

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