Blue Yonder
3 months ago
Job Description :
As a Sr. Software Engineer, you serve as a specialist in the engineering team that supports the team with the following responsibilities :
- Design, architect, implement, and help operate the Machine Learning platform by Developing and gaining insight into the application architecture.
- Distill an abstract architecture into concrete design and influence the implementation.
- Observing inefficiencies, both in cost and reliability, of existing processes
- Researching alternative solutions using custom or existing open source technologies Designing replacement processes and components
- Implementing processes, extending and configuring open source components
- Work with the ML DevOps and Support teams to operate ML platform by Helping implement DevOps best practices of in-house and open source components
- Ensuring smooth operation via monitoring and alerting facilities
- Work with the ML data scientists to
- Apply the appropriate software engineering patterns to build robust and scalable systems for both model building and serving.
Responsibilities :
- Develops quality software according to clean code principles and Blue Yonder standards and writes effective test cases.
- Autonomously pulls issues from the team backlog or supports other team members with their issues as appropriate.
- Participates in team activities such as backlog grooming, planning, daily stand-ups, and retrospectives.
- Understands basic functional and technical requirements of software components.
- Contributes to designs of individual stories.
- Continuously improve themselves and the code they produce.
- Incorporates aspects of information security in their own work.
- Develops an understanding of how changes in the team's deliverables affect other teams and the customer.
- Identifies operational issues and brings them to the attention of the team.
- Autonomously plans and performs routine changes.
- Independently resolves incidents around a limited set of service functions.
- Independently handles service requests.
- Realizes that resource consumption directly affects SaaS profitability.
- Autonomously performs small refactorings to improve local software quality.
- Is aware of the team's continuous integration pipeline and fixes broken builds as necessary.
- Actively provides feedback during code reviews.
- Onboard new members to the team and help develop junior engineers.
- Assists associates with implementational and operational issues.
- Clearly communicates impediments and actively seeks support from team members to overcome obstacles.
- Participates in implementing performance benchmark tests.
- Understands company and team visions and the problem domain their team works on.
- Demonstrates problem-solving and innovation ability.
Requirements :
- A bachelor's degree in computer science is required, Master is preferred.
- 4+ years of software engineering experience building production software.
- Experience in Frontend technologies, JavaScript, TypeScript, and React.
- Good working knowledge of Kubernetes and other virtualized execution technologies.
- 1+ years of experience working on at least one cloud environment, GCP preferred.
- 4+ years of Python programming experience with an excellent understanding of Object-Oriented Design and Patterns.
- 3+ years of experience in building REST APIs.
- 1+ Working Experience on Kafka and its integration with Cloud Services.
- 3+ years of Linux scripting experience.
- 1+ years working with traditional and new relational SQL DBMS; Hive and Big Query preferred.
- 1+ years of experience with NOSQL databases; Cassandra, HBase, Redis.
- Strong CS fundamentals in algorithms and data structures.
- Should have experience working with CI/CD, automated unit, and integration testing.
- Some experience with streaming frameworks, preferably Beam on Samza/Flink/DataFlow.
- Familiarity with modern Big Data computing platforms such as Hadoop and Spark.
- Exposure to one or more of Pandas, NumPy, sklearn, Keras, TensorFlow, Jupyter, Matplotlib, etc.
- Good to have Supply Chain domain knowledge.
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