דרושים » תוכנה » Senior Software Engineer for Deep Learning Compiler

We are looking for a capable and experienced Sr. Deep Learning Engineer to join our R&D team. The engineer will work on devising, developing, and integrating novel deep vision-based Perception algorithms at the heart of our autonomous driving system, with a particular focus on object detection and tracking. This is an opportunity to work on cutting-edge deep vision methods, develop and innovate new ideas, and see them deployed on the road in our autonomous vehicles. Responsibilities:
* Work closely with deep learning engineers and tech leaders across the company, demonstrating flexibility and effective communication in a global, multi-time-zone environment.
* Supervise complex data pipelines, from the collection stage, through annotation, to models training.
* Design and optimize deep neural networks, involving innovative feature engineering.
* Take an End-to End responsibility over medium to long-term projects.
* See projects through from research to deployment.
* Devise and implement performance metrics.
* Communicate, present and visualize results.
* Align the algorithms with the product needs.

The Graviton Software team is looking for Software Engineers to develop tools to drive the optimization of open source and internal applications. part of us, designed Graviton as a strategic initiative to improve how software works at our scale. Graviton is Arm-based CPU that delivers better performance, lower price and lower carbon footprint over comparable x86-based instances.

Key job responsibilities
As a Software Developer, you will:
- Build software framework for tools to analyze performance of hardware and software components.
- Leverage existing perf tools like sysstat, sysctl, perf, etc.
- Automate the collection and analysis of processor, OS and workload performance data.
- Help external customers and various internal services like Lambda, Elastic Map Reduce, ElastiCache, and RDS to troubleshoot bottlenecks and to optimize the architecture, algorithms, and deployment on Graviton.
- Work on Linux and other open source code, improving it and contributing the changes back to the community.
- Play an instrumental role in driving the roadmap to deliver cost-effective and performant computing systems.
- Use and further develop your deep knowledge in areas including design, implementation, and data analysis.
- Have the opportunity to lead the innovation and deliver software that powers the world largest cloud provider.
- If you are already an open source developer or passionate about it, you will be able to continue your passion and contribute back to the community across all those projects.

We offer exciting career opportunities for those interested in joining a pioneering team that is committed to transforming cancer care for patients across the globe. Working whether it be in one of our labs, corporate offices, the field enables our employees to not only make a meaningful impact on the lives of patients, but to also learn and grow within a results-driven environment that values innovation, collaboration, and compassion.
The Position
We are seeking a highly skilled Senior Software Development Engineer with expertise in C #/ Python, AWS, and CI/CD practices.
The ideal candidate will have a strong background in software development, cloud computing, and continuous integration/continuous deployment methodologies. You will be responsible for designing, developing, and maintaining scalable software solutions that power our products and services.
This position is a hybrid position located in our Haifa office. We are also open to remote for candidates.
Key Responsibilities
Design, develop, and maintain high-quality software solutions using C # and/or Python. Architect and lead the implementation of cloud-based applications and services on AWS. Develop and manage CI/CD pipelines to ensure seamless integration and deployment of code. Collaborate with cross-functional teams to define, design, implement, TEST and ship new features. Troubleshoot and resolve complex technical issues and bugs. Mentor junior engineers and provide technical guidance and code reviews. Stay up-to-date with the latest industry trends and technologies to ensure our solutions remain current and competitive.
What We Can Offer You
A growing company that offers significant career opportunities if you are curious, driven, patient-oriented and aspire to help us build a great company. We offer competitive compensation and benefits, and are committed to fostering an inclusive workforce, where diverse backgrounds are represented, engaged, and empowered to drive innovative ideas and decisions. We are thrilled to be recognized as a 2024 Certified Great Place to Work in both the US and Israel - a testament to our dynamic, inclusive, and inspiring workplace where passion meets purpose.
About us: We are global genomic diagnostics company that improves patient care by providing answers to clinical questions, informing diagnosis and treatment decisions throughout the patient journey in cancer and other diseases. The companys growing menu of genomic tests leverage advances in genomic science and technology, enabling patients to avoid risky, costly diagnostic procedures and quicken time to appropriate treatment. The companys tests in lung cancer, prostate cancer, breast cancer, thyroid cancer, bladder cancer and idiopathic pulmonary fibrosis are available.

Role Description:
Develop and implement deep learning models for autonomous vehicle motion planning, utilizing expert demonstrations. You will design, evaluate, and optimize Machine Learning models for safe and efficient real-world navigation.
Responsibilities:
* Implement, train, evaluate, and deploy deep learning models for autonomous vehicle motion planning.
* Optimize and TEST Real-Time motion planning algorithms.
* Design, conduct, and analyze experiments for both novel approaches and performance improvements.
* Process large datasets, both structured and unstructured.
* Staying up to date with relevant research and projects.