PowerToFly
Principal Software Engineer, Machine Learning Platform
PowerToFly, San Francisco, California, United States, 94199
Responsibilities
Research, design, and develop computer and network software or specialized utility programs. Design and engineer software systems part of the next generation Autodesk ML Platform to support full ML lifecycle management. Update software or enhance existing software capabilities. Work with computer hardware engineers to integrate hardware and software systems and develop specifications and performance requirements. Maintain databases within an application area, working individually or coordinating database development as part of a team. Advocate for best development practices while strategically driving long‑term technology direction. Identify opportunities to automate and streamline processes to improve ML development. Build end‑to‑end systems to automate time‑consuming processes such as feature engineering. Build tools for building and deploying ML solutions to production applications. Automate and orchestrate tasks for managing big data sets. Build large‑scale data stores that house ML artifacts like models, features, parameters, etc. Build low‑latency prediction/inference services. Work across a diverse group of machine learning researchers, developers, product managers, software architects and operations.
Travel & Telecommuting Must be available to work on projects at various unanticipated sites throughout the United States. Telecommuting is permitted.
Minimum Requirements Master’s degree in Computer Science, Engineering, Information Technology, Information Systems or related field and 5 years of experience in software/systems analyst‑related occupation.
Technical Skills
Experience with relational and non‑relational databases such as AWS DynamoDB, RDS, GCP Bigtable, GCP Bigquery
Experience with AWS or GCP stack – AWS Dynamo, AWS Lambda, AWS ECS, or AWS Batch to design, build, and maintain large‑scale low‑latency cloud applications
Experience with Infrastructure as a Tool such as Terraform
Experience with monitoring and observability platform and tools such as PagerDuty, Splunk, and AWS CloudWatch
Experience with CI/CD pipelines and tools such as Jenkins and Spinnaker
Experience with ML libraries and frameworks such as TensorFlow, PyTorch, Keras, and scikit‑learn
Experience with batch processing frameworks such as Apache Hadoop and Apache Spark
Experience working with streaming pipelines using Apache Kafka
Salary Starting base salary between $213,512 – $235,000 per year (U.S. roles). Offers based on experience and geographic location. Includes significant emphasis on annual cash bonuses, commissions for sales roles, stock grants, and a comprehensive benefits package.
Equal Employment Opportunity Autodesk is proud to be an equal opportunity employer and considers all qualified applicants for employment without regard to race, color, religion, age, sex, sexual orientation, gender identity, national origin, disability, veteran status or any other legally protected characteristic. We also consider for employment all qualified applicants regardless of criminal histories, consistent with applicable law.
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Travel & Telecommuting Must be available to work on projects at various unanticipated sites throughout the United States. Telecommuting is permitted.
Minimum Requirements Master’s degree in Computer Science, Engineering, Information Technology, Information Systems or related field and 5 years of experience in software/systems analyst‑related occupation.
Technical Skills
Experience with relational and non‑relational databases such as AWS DynamoDB, RDS, GCP Bigtable, GCP Bigquery
Experience with AWS or GCP stack – AWS Dynamo, AWS Lambda, AWS ECS, or AWS Batch to design, build, and maintain large‑scale low‑latency cloud applications
Experience with Infrastructure as a Tool such as Terraform
Experience with monitoring and observability platform and tools such as PagerDuty, Splunk, and AWS CloudWatch
Experience with CI/CD pipelines and tools such as Jenkins and Spinnaker
Experience with ML libraries and frameworks such as TensorFlow, PyTorch, Keras, and scikit‑learn
Experience with batch processing frameworks such as Apache Hadoop and Apache Spark
Experience working with streaming pipelines using Apache Kafka
Salary Starting base salary between $213,512 – $235,000 per year (U.S. roles). Offers based on experience and geographic location. Includes significant emphasis on annual cash bonuses, commissions for sales roles, stock grants, and a comprehensive benefits package.
Equal Employment Opportunity Autodesk is proud to be an equal opportunity employer and considers all qualified applicants for employment without regard to race, color, religion, age, sex, sexual orientation, gender identity, national origin, disability, veteran status or any other legally protected characteristic. We also consider for employment all qualified applicants regardless of criminal histories, consistent with applicable law.
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