Full-Time

IT Analytics Engineer

Confirmed live in the last 24 hours

Corelogic

Corelogic

5,001-10,000 employees

Property data and analytics provider

Data & Analytics
Financial Services
Real Estate

Mid, Senior

Dallas, TX, USA

Category
Data Science
Data Engineering
Data & Analytics
Required Skills
Kubernetes
Python
Airflow
FastAPI
LangChain
Google Cloud Platform
Requirements
  • 3+ years of experience with a master’s degree or 5+ years of relevant experience in Software Engineering or ML/AI engineering.
  • Proficiency in Python, FastAPI, GCP, Cloud Architecture, KFP, Vertex AI, and Kubernetes.
  • Strong communication skills and the ability to collaborate effectively with cross-functional teams.
Responsibilities
  • Design robust cloud solutions in GCP that will service the CoreLogic intelligence and data solutions
  • Develop and deploy models and services in managed Kubernetes Framework (Anthos)
  • Enhance and optimize the performance of containerized applications.
  • Develop and deploy batch predictions using Dataflow, KFP and Vertex AI
  • Develop and deploy GenAI models using LangChain
  • Demonstrate expertise in Agile methodologies, with a strong emphasis on backlog management and sprint planning to ensure efficient project progression and delivery.
  • Cross functional collaboration with other machine learning engineers and data scientists to drive requirements and create new models
  • Implement and maintain ongoing prediction pipelines using tools like kubernetes, Airflow, KFP, and Vertex AI.
  • Ensure best practices in ML engineering, including code quality, testing, and documentation.
  • Foster a culture of innovation, continuous learning, and knowledge sharing within the team.
  • Understand and champion Software Development Life Cycle (SDLC) as well as the Model Development Life Cycle (MDLC).
  • Level of Effort Estimation: Estimate the effort required for implementing machine learning features, enhancements, and bug fixes, considering factors such as complexity, data volume, and integration points. Collaborate with cross-functional teams to provide accurate and timely estimates.
  • Collaborate with data scientists to train, guide, and support processes to ensure security and address vulnerabilities.

CoreLogic provides property data and analytics to clients in the real estate and financial services sectors, including real estate agents, lenders, and insurance companies. The company collects and analyzes extensive property data, such as property values and market trends, to offer insights that help clients make informed decisions and manage risks. CoreLogic operates on a subscription-based model, allowing clients to access its data and analytics services, and also offers customized solutions tailored to specific client needs. What sets CoreLogic apart from competitors is its focus on integrated solutions that combine comprehensive data with analytics, enabling clients to optimize their operations and better serve their customers. The goal of CoreLogic is to empower its clients with accurate data and insights to enhance their decision-making processes in the property market.

Company Stage

Acquired

Total Funding

$72.7M

Headquarters

Irvine, California

Founded

1991

Growth & Insights
Headcount

6 month growth

3%

1 year growth

-2%

2 year growth

10%
Simplify Jobs

Simplify's Take

What believers are saying

  • AI integration aligns with industry's shift towards AI-enhanced decision-making tools.
  • Alliance with Halcyon capitalizes on demand for efficient mortgage processing technologies.
  • OneHomeowner platform could attract clients seeking integrated homeownership solutions.

What critics are saying

  • Competition from AI-driven platforms like Zillow challenges CoreLogic's market position.
  • Housing supply shortage may impact demand for property data services.
  • Dependency on Halcyon technology poses integration and third-party risks.

What makes Corelogic unique

  • CoreLogic integrates AI in property data analytics, enhancing decision-making tools.
  • Strategic alliance with Halcyon boosts income verification solutions in mortgage processing.
  • OneHomeowner platform offers comprehensive MLS services, attracting a broader client base.

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