Data Scientist 3
BENGALURU, KARNATAKA, India
Oracle
Oracle offers a comprehensive and fully integrated stack of cloud applications and cloud platform services.The Oracle CX Marketing team is building a new product leveraging Oracle Fusion, focusing on data management, powered by an AI based segment builder/explorer and analytical dashboards to enable marketers take advantage of single 360 view of the customer profile, transactional and behavioral data. The team is responsible for maintaining and upkeeping the data to provide the latest focused customer audience for marketers to leverage and to deliver real-time personalised content and recommendations. Combining this product with Oracle’s Marketing product suite, e.g. Responsys and Eloqua, provides the Oracle’s customer with a world class end-to-end solution for their B2C and B2B marketing needs.
What Fires YOU up?
The Unity product and team is new, so you will have the opportunity to play a ground floor and early foundational and technical role for the team and organization.You should come prepared to learn a lot and to help define and drive initiatives in a strong team that is helping Oracle become the #1 product organisation the world.The ideal candidate has immense data science experience and brings in high engineering standards with sophisticated data science capabilities.
Prerequisites
- MS/PhD in AI/ML/Statistics or related field emphasizing superior AI/ML skills.
- Strong knowledge of Python; Java and Scala nice to have.
- Enthusiastic self-starter with 5-7+ years industry experience as an AI/ML enginee delivering software as a service in a modern DevSecOps culture
- Knowledge of microservice architecture – Docker/Kubernetes
- Deep understanding of AI/ML domain and ability to recommend right approach to a problem.
- Cloud development experience (e.g.: AWS, OCI, etc.)
- Exposure to big data platforms, databases, and AI/ML cloud platforms.
- Ability to develop RESTful APIs to serve machine learning models in production using Flask, Django/or any other relevant tools
- Ability to build scalable containerized applications/microservices using Docker and Kubernetes
- Ensure production security standards are followed
- Ensure monitoring is robust and effective
- Zero downtime deployments and a high availability mindset
- Mandatory knowledge of Agile development practises.
Nice to haves:
- Good to have experience in differential privacy/Advanced ML/Deep Learning techniques.
- Nice to have experience in CX, Adtech or Marketing.
- Experience in end-to-end ownership of Machine Learning pipelines -- from data pipelines to the real time prediction engine.
- Experience in Capacity planning for AI/ML Stack and communicating the same to leadership for costing of Hardware requests
- Knowledge of Object Oriented Design principles; extra credits for working knowledge of Java
- Strong systems architecture skills
- Strong grasp of security and in managing untrusted modelling source codes
- Strong scripting skills; Linux administration and Python;
- Strong grasp of automation
- Some knowledge of system configuration tools such as Chef,Terraform GIT, Jenkins/Hudson, Artifactory, Oracle Tech Stack, e.g. Java, Weblogic, OracleDB knowledge
- Continuous Integration development/deployment
- Big data applications: Hadoop, Solar, Kafka
Career Level - IC3
Role
- Design and Develop Data model modules derived from various domain specific data sources.
- Research, develop and apply the latest AI/ML algorithms to get new insights on extensive and varied data sets.
- Build, verify, tune, deploy advanced machine learning models
- Build out the GenAI platform for CX marketing use cases
- Build and deploy genAI models for Fusion Marketing
- Understand the business needs, suggest, and try new ideas to address them and pivot when required.
- Collaborate with other internal and external Analytics & Engineering teams to drive continuous improvements in metrics quality and processes
- Follow Oracle’s internal guidelines on customer data handling, security,privacy.
Desired Attitude
- Work independently and make key decisions within the scope of the role
- Enjoy working with global teams and different cultures
- Influence team members by challenging the status quo and conflict resolution
- Possess extremely strong verbal and written communication skills, including storytelling with data.
- Foster a collaborative team environment driven to build great software while having fun
As a world leader in cloud solutions, Oracle uses tomorrow’s technology to tackle today’s problems. True innovation starts with diverse perspectives and various abilities and backgrounds.
When everyone’s voice is heard, we’re inspired to go beyond what’s been done before. It’s why we’re committed to expanding our inclusive workforce that promotes diverse insights and perspectives.
We’ve partnered with industry-leaders in almost every sector—and continue to thrive after 40+ years of change by operating with integrity.
Oracle careers open the door to global opportunities where work-life balance flourishes. We offer a highly competitive suite of employee benefits designed on the principles of parity and consistency. We put our people first with flexible medical, life insurance and retirement options. We also encourage employees to give back to their communities through our volunteer programs.
We’re committed to including people with disabilities at all stages of the employment process. If you require accessibility assistance or accommodation for a disability at any point, let us know by calling +1 888 404 2494, option one.
Disclaimer:
Oracle is an Equal Employment Opportunity Employer*. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans’ status, or any other characteristic protected by law. Oracle will consider for employment qualified applicants with arrest and conviction records pursuant to applicable law.
* Which includes being a United States Affirmative Action Employer
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Agile APIs Architecture AWS Big Data CX Data management Data pipelines Deep Learning Django Docker Engineering Flask Generative AI Git Hadoop Java Kafka Kubernetes Linux Machine Learning Microservices ML models Oracle PhD Pipelines Privacy Python Research Scala Security Statistics Terraform
Perks/benefits: Career development Flex hours Insurance
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