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Apple Senior Engineer Distributed Systems & ML Platform India, Karnataka, Bengaluru 506428921
06.06.2024
Description
- Develop and maintain large code base by writing readable, modular and well tested code.- Build and integrate end to end lifecycles of large-scale, distributed machine learning systems using the latest open source technologies- Improve distributed cloud GPU training approaches for deep learning models
Key Qualifications
- 7+ years of experience in building and managing big-data platforms and programming experience in Java
- Working experience with Distributed Systems technologies (NoSql, Caching, Streaming)
- Experience with Docker, Kubernetes or EKS
- Experience with debugging issues on distributed systems.
- Knowledge of software engineering practices and standard methodologies for the full software development lifecycle
- Experience with public cloud (AWS/GCP)
- Have created frameworks to deploy platforms in AWS/Azure/GCP.
- Experience in building, tuning, scaling, and monitoring applications to process real-time, near-real-time and batch data
- Good understanding of AI/ML stack - GPUs, MLFlow, LLM models is a plus.
- Understanding of data modeling, data warehousing, and ETL concepts is a plus
- Ability to lead and mentor junior team members, provide technical guidance, and collaborate effectively with multi-functional teams to deliver complex projects.
- Commitment to staying updated with the latest advancements in machine learning and data science, and willingness to learn new tools and technologies as needed.
- Understanding of business objectives and the ability to translate them into data-driven solutions that drive value and impact for the organization.
Education & Experience
BS in Computer Science or equivalent
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