Oracle | Senior Principal Software Engineer | bangalore
2 weeks ago
We are looking for an Architect ready to take on a new challenge in ML Engineering/AI Platform of AI/ML domain.
Location - Bangalore
Experience - 15+ years
Must have skills - Core Java, Distributed systems, Cloud Infra, ML Engineering/AI Platform of AI/ML domain
We are seeking a seasoned ML Architect/Senior Engineer with strong background in software design , development and experience in architect application or platform around ML ops, dev ops and ML Platform. The ideal candidate will collaborate with multi-functional teams to design, implement, and optimize ML Services and Platform. A successful candidate will be a person who enjoys diving deep into ML infrastructure, doing analysis, discovering root causes, and designing long-term solutions. You will be joining our AL infra and platform Engineering Service team who is responsible for building AI Platform, AI Ops capabilities to improve operational efficiency and effectiveness of enterprise engineering cloud services - thereby improve customer experience and service resiliency. So you will have an opportunity to design, implement systems end to end by helping select the right technologies, and envisioning a long-term architecture is part of the role. Finally, we always look for enthusiastic, passionate individuals with a willingness to learn new technologies.
Responsibilities:
- Build and maintain scalable ML infrastructure and platforms for managing and deploying models in production environment
- Design, implement and optimize AI services / ML Engineering Platform/Infra for Data processing , Feature Engineering , Model training and Inference
- Implement standard methodologies for ML Ops, Dev Ops including model versioning , monitoring , logging and automated testing
- Proven ability to deliver products and experience with the full software development lifecycle
- Experience working on large-scale, highly distributed services infrastructure
- Translate business needs into advanced machine learning AI services and provide strong algorithm and coding execution and delivery of Machine Learning & Artificial Intelligence.
- Develop analysis and optimization methods to improve the AI platform Capabilities
- Experience working in an operational environment with important tier-one live site servicing
- Experience designing architectures that demonstrate deep technical depth in one area, or span many products, to enable high availability, scalability, market-leading features and flexibility to meet future business demands
- Stay up to date with latest advancements in machine learning , security technology and industry trends to drive innovation and maintain competitive advantage
Preferred Qualification
- BS or MS degree in Computer Science or relevant technical field involving coding or equivalent practical experience
- 15+ years of total experience in software development
- Hands-on experience Design, developing and maintaining services on a public cloud platform (e.g., AWS, Azure, Oracle)
- Knowledge of Infrastructure as Code (IAC) languages, preferably Terraform
- Strong proficiency in programming languages such as Python, Java and ML frameworks/libraries such as Tensor flow , Pytorch or sci kit-learn
- Strong knowledge of Container and its Orchestration technology like Kubernetes, docker
- Solid understanding of software engineering principles, including version control , testing and deployment automation
- Communicate effectively to multiple collaborators on value and insights from data
- Make Recommendations and influence the AI service roadmap for our platforms & services to constantly improve Customer experience.
- Mentor other ML engineers/developer, and help them to develop their projects related to experimentation and evaluation.
- Craft a measurement strategy to evaluate the performance of complex systems against challenging requirements
- Develop robust methods for model monitoring in production and learning from feedback Ability to work with incomplete requirements and handle multiple projects with deadlines
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