Senior Principal Software Engineer

2 months ago

bangalore, India Oracle Full time
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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