The Sr. Data Scientist analyzes complex data to identify trends, builds predictive models, automates processes, and communicates insights effectively.
Who We AreServiceMac is a new sub-servicing entity backed by some of the leading practitioners of the mortgage servicing industry. ServiceMac is focused on providing superior technology, products, and services for the mortgage and real estate industries backed by highly personalized service and support. Through continuous innovation and acquisition, our offerings comprise of personalized solutions that span the mortgage continuum and enhance security, compliance, customer satisfaction, and profitability. Our inclusive, people-first culture has earned our company numerous accolades, including being named to the Fortune 100 Best Companies to Work For® list for eleven consecutive years. We have also earned awards as a best place to work for women, diversity and LGBTQ+ employees, and have been included on more than 50 regional best places to work lists. First American will always strive to be a great place to work, for all.What We DoIdentifies business trends and problems through complex data analysis. Interprets results from multiple sources using a variety of techniques, ranging from simple data aggregation via statistical analysis to complex data mining independently. Designs, develops, and implements the most valuable business solutions for the organization.
This hiring range is a reasonable estimate of the base pay range for this position at the time of posting. Pay is based on a number of factors which may include job-related knowledge, skills, experience, business requirements and geographic location.
What We OfferBy choice, we don’t simply accept individuality – we embrace it, we support it, and we thrive on it! Our People First Culture celebrates diversity, equity and inclusion not simply because it’s the right thing to do, but also because it’s the key to our success. We are proud to foster an authentic and inclusive workplace For All. You are free and encouraged to bring your entire, unique self to work. First American is an equal opportunity employer in every sense of the term.Based on eligibility, First American offers a comprehensive benefits package including medical, dental, vision, 401k, PTO/paid sick leave and other great benefits like an employee stock purchase plan.
HOW YOU’LL CONTRIBUTE
- Leverage skills in handling very large datasets to perform exploratory analysis, construct relevant variables, and perform sample design
- Build and improve upon already built, complex predictive models from multiple sources to substantially improve business operations
- Automate feedback loops for algorithms/models in production and create repeatable processes and scalable data products
- Act as technical expert to recommend and develop innovative analytic solutions
- Communicate and present results to internal audiences, prepare presentations and documentation of models and analytical solutions
- Influence functional teams and develop best practices across the organization
- Other duties as assigned
WHAT YOU’LL BRING
Required Education, Experience, Certification/Licensure
- Bachelor’s degree or equivalent in a related quantitative field such as Mathematics, Statistics or Computer Science
- Master’s or PhD degree preferred
- 5-7 years of related work experience building predictive and descriptive statistical models
- Extensive experience with large datasets
- Knowledge and experience with diverse statistical and data mining methods (e.g. - GLM/Regression, Trees, Clustering, PCA, SVM, Time Series analysis etc.)
- Demonstrated proficiency with packages/languages such as SAS, R, or Python
- Understanding of RDBs and interactive SQL programming skills
- Aptitude for picking up new technologies
- Excellent written and verbal communication skills
- Excellent interpersonal, relationship-building and teamwork skills
- Self-motivated; self-starter
- Ability to manage multiple tasks, respond quickly to emergent problems, and focus both on long-range projects and immediate tasks
- Proficient in Microsoft Word, Excel and PowerPoint
This hiring range is a reasonable estimate of the base pay range for this position at the time of posting. Pay is based on a number of factors which may include job-related knowledge, skills, experience, business requirements and geographic location.
What We OfferBy choice, we don’t simply accept individuality – we embrace it, we support it, and we thrive on it! Our People First Culture celebrates diversity, equity and inclusion not simply because it’s the right thing to do, but also because it’s the key to our success. We are proud to foster an authentic and inclusive workplace For All. You are free and encouraged to bring your entire, unique self to work. First American is an equal opportunity employer in every sense of the term.Based on eligibility, First American offers a comprehensive benefits package including medical, dental, vision, 401k, PTO/paid sick leave and other great benefits like an employee stock purchase plan.
First American Title Santa Ana, California, USA Office
1 First American Way, Santa Ana, CA, United States, 92707
First American Title Santa Ana, California, USA Office
3 First American Way, Santa Ana, CA, United States, 92707
Similar Jobs
Artificial Intelligence • Hardware • Healthtech • Software
The Senior Data Scientist will build models and analyses, design experiments, integrate datasets, and leverage AI for improved workflows and insights in data science.
Top Skills:
DatabricksMlflowPandasPythonPyTorch
Artificial Intelligence • Cloud • Consumer Web • Productivity • Software • App development • Data Privacy
As a Senior Data Scientist, you will collaborate with cross-functional teams to drive AI/ML product development, analyze user data, and influence product strategies.
Top Skills:
PythonSQL
Cloud • Security • Software • Cybersecurity
The Senior Data Scientist will design and implement data science and AI solutions, perform analyses, and collaborate with stakeholders to deliver insights and improve processes.
Top Skills:
Claude CodeDatabricksMl OperationsPower BIPythonQlikSQLStreamlitTableau
What you need to know about the Los Angeles Tech Scene
Los Angeles is a global leader in entertainment, so it’s no surprise that many of the biggest players in streaming, digital media and game development call the city home. But the city boasts plenty of non-entertainment innovation as well, with tech companies spanning verticals like AI, fintech, e-commerce and biotech. With major universities like Caltech, UCLA, USC and the nearby UC Irvine, the city has a steady supply of top-flight tech and engineering talent — not counting the graduates flocking to Los Angeles from across the world to enjoy its beaches, culture and year-round temperate climate.
Key Facts About Los Angeles Tech
- Number of Tech Workers: 375,800; 5.5% of overall workforce (2024 CompTIA survey)
- Major Tech Employers: Snap, Netflix, SpaceX, Disney, Google
- Key Industries: Artificial intelligence, adtech, media, software, game development
- Funding Landscape: $11.6 billion in venture capital funding in 2024 (Pitchbook)
- Notable Investors: Strong Ventures, Fifth Wall, Upfront Ventures, Mucker Capital, Kittyhawk Ventures
- Research Centers and Universities: California Institute of Technology, UCLA, University of Southern California, UC Irvine, Pepperdine, California Institute for Immunology and Immunotherapy, Center for Quantum Science and Engineering



