Zyoin group
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Senior Software Engineer - Machine Learning Infrastructure (5-7 yrs) Bangalore
Location:
Bangalore
Description:
We are seeking a highly experienced Senior Software Engineer with expertise in Machine Learning (ML) Infrastructure to join our team.- The ideal candidate will have a strong background in designing large-scale and production ML infrastructure systems or distributed systems.- This role requires deep knowledge of building distributed systems or recommendation infrastructure, proficiency in at least one programming language (Java, C++, Python), and a good understanding of system architecture.- The Senior Software Engineer will contribute to the design and development of ML infrastructure, big data technologies, streaming architecture, data pipelines, and more.- Experience with Kubernetes, ML offerings from AWS and GCP, and ML model serving complexities are preferred.- A BS degree (or higher) in Computer Science or a related field is required.Key Responsibilities:Design and Develop ML Infrastructure:- Design, architect, and develop large-scale ML infrastructure systems for production environments.- Contribute to the development of distributed systems or recommendation infrastructure.System Architecture:- Apply a deep understanding of system architecture principles to design robust and scalable ML infrastructure solutions.- Collaborate with cross-functional teams to ensure alignment with overall system architecture goals.Big Data Technologies and Streaming Architecture:- Leverage expertise in big data technologies and streaming architecture to build efficient data pipelines and processing systems.- Optimize data ingestion, storage, and processing mechanisms for performance and scalability.Cloud Platform Experience:- Work with Kubernetes for container orchestration and deployment.- Utilize ML offerings from AWS and GCP to leverage cloud-based ML capabilities.ML Model Serving:- Handle complexities of ML model serving using frameworks such as TorchServe, TensorFlow Serving, NVIDIA Triton Inference Server, etc.- Optimize model serving performance and efficiency through hardware accelerator libraries like Cuda and Quantization.Research and Development:- Stay updated with the latest advancements in ML infrastructure technologies and contribute to research and development efforts within the team.Required Skills and Qualifications:- 5+ years of relevant industry experience in designing large-scale and production ML infrastructure systems or distributed systems.- Deep knowledge of building distributed systems or recommendation infrastructure.- Proficiency in at least one programming language: Java, C++, Python.- Strong understanding of system architecture principles.- Experience with big data technologies, streaming architecture, and data pipelines.- Working experience with Kubernetes and ML offerings from AWS and GCP is preferred.- Experience in complexities of ML model serving and hands-on experience with model/hardware accelerator libraries is preferred.- Bachelor's degree (or higher) in Computer Science or a related field. (ref:hirist.tech)
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More About this Listing: Senior Software Engineer - Machine Learning Infrastructure (5-7 yrs) Bangalore
Senior Software Engineer - Machine Learning Infrastructure (5-7 yrs) Bangalore is a Computer & Software Jobs Software Engineer Job at Zyoin Group located in India. Find other listings like Senior Software Engineer - Machine Learning Infrastructure (5-7 yrs) Bangalore by searching Oodle for Computer & Software Jobs Software Engineer Jobs.
Senior Software Engineer - Machine Learning Infrastructure (5-7 yrs) Bangalore is a Computer & Software Jobs Software Engineer Job at Zyoin Group located in India. Find other listings like Senior Software Engineer - Machine Learning Infrastructure (5-7 yrs) Bangalore by searching Oodle for Computer & Software Jobs Software Engineer Jobs.