Principal, IT Analytics Architect
Job Description
Join our team of over 5,000 employees globally, who provide the insights through data and next generation technology that help millions of people find, buy and protect the homes they love. From the beginning, CoreLogic has been driven by a single purpose - to innovate and create solutions that solve our clients' toughest challenges in the housing market. CoreLogic is the trusted source for property intelligence, with deep knowledge of powerful economic, social, and environmental forces that promote healthy housing markets and thriving communities.
We apply that same dedication to creating a diverse and inclusive work culture that inspires innovation and bold thinking. A place where individuals can work on small teams, feel valued, and directly impact the real estate industry. We believe our team members are the best in the business, and we will continue to recruit, retain, develop and reward our most important asset - our people!
Job Description:
As a member of CoreLogic's Science and Machine Learning Engineering team you will participate in the design, development, coding, testing, debugging, deployment, and maintenance of models for the global real estate market. This work will require you to work with machine learning engineers to create new models using a variety of machine learning techniques and technologies on Google Cloud Platform. You will be responsible for the implementation and integration of these models with a wide variety of CoreLogic products. Your responsibilities may include leading teams using agile methodology.
Job duties include:
- Work with product managers and machine learning engineers to understand and document the technical requirements for the systems that will run models
- Estimate the effort required to implement new models or modify existing models
- Architect the software environments needed to both build and run the models on GCP, and work closely with other machine learning engineers to code new models and improve existing models
- Designing and implementing the software used to acquire and transform the data used in the models
- Work with other engineering teams to integrate models into CoreLogic's products
- Lead teams of machine learning engineers using agile methodologies and practices
- Monitor and report to management on the status of project efforts, anticipating/identifying issues that inhibit the attainment of project goals and implementing corrective actions
- Foster and maintain good relationships with customers and other teams within CoreLogic to meet expected delivery dates and service levels
Job Qualifications:
- Bachelor's degree in Computer Science, Computer Engineering, or Data Science required; master's degree desired
- Expertise designing system architectures and applications in cloud-based environments required
- Fluent in Python and Java; experience with Scala desirable
- Experience with Linux and bash shell scripting required
- Knowledge and experience with Google Cloud Platform, Cloud Dataflow, GKE, Pub/Sub, BigQuery, and Dataproc/Spark
- Knowledge and experience with SQL
- Knowledge and experience with Terraform, Ansible, and Helm
- Working knowledge of statistics desirable
- Knowledge of machine learning techniques and tools highly desirable
- Strong written and verbal communication skills required
- Demonstrated leadership skills
- Experience with iterative agile development methodology required
CoreLogic's Diversity Commitment:
CoreLogic is fully committed to employing a diverseworkforce and creating an inclusive workenvironment that embraces everyone's uniquecontributions, experiences and values. We offer anempowered work environment that encouragescreativity, initiative and professional growth andprovides a competitive salary and benefits package. We are better together when we support and recognize our differences.
CoreLogic benefits information can be found here: http://www.yourcorebenefits.com/. Qualifications, locations and experience of the individual ultimately selected for the position may impact the final actual offered compensation, which may vary from any posted range.
EOE AA M/F/Veteran/Disability:
CoreLogic is an Equal Opportunity/Affirmative Actionemployer committed to attracting and retaining thebest-qualified people available, without regard torace, color, religion, national origin, gender, sexualorientation, gender identity, age, disability or statusas a veteran of the Armed Forces, or any other basisprotected by federal, state or local law. CoreLogicmaintains a Drug-Free Workplace.
Please apply on our website for consideration.
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Date Posted
10/09/2022
Views
4
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