Principal, Machine Learning ScientistDormont Manufacturing Company • Dallas, Texas, United States
Principal, Machine Learning Scientist
Dormont Manufacturing Company
- Dallas, Texas, United States
- Dallas, Texas, United States
Über
Job Duties
Create data derivation and linkage through algorithm and/or data rules.
Create and select predictive features from raw data.
Create model reports for stakeholder review and model documentation.
Perform pattern recognition model creation and training using various types of algorithms and machine learning modeling techniques for unknown or less well‑defined – an unknown problem, solve new problems (e.g., clustering, logistic regression, deep learning, support vector machines, boosting trees, supervised and unsupervised models).
Develop analytics using Python, PySpark and other big data tools such as AutoML, BigQuery (BQ), BQML, DataPrep and Jupyter Notebook.
Develop analytics solutions using traditional database technology such as SQL and big data technology such as Hadoop, MongoDB, Cassandra, Redis, PostgreSQL and Neo4j, NoSQL databases.
Perform complex data analysis on large volumes of property and consumer data and present model performance to stakeholders.
Provide data science and analytic support for the Enterprise Data Solutions Group (EDSG) and interact with other EDSG teams as well as other business units.
QA and analyze large amounts of data to create appropriate data sets for model building.
Prepare and maintain programs and documentation for analytic models.
Conduct defined quantitative and qualitative research projects independently and communicate research results to internal and external stakeholders.
Act as a consultant to EDSG’s data management and data technology teams.
Lead and provide technical leadership on data science project with other data scientists, data engineers, and data analysts.
Job Qualifications
Master’s or higher in artificial intelligence, data science, computer science, math, statistics or engineering field, or equivalent work experience.
Ability to thrive in a team environment and adapt to quickly changing priorities.
10+ years of directly related experience.
Strong problem solving and analytical ability.
Strong communication skills.
Ability to quickly and efficiently adapt to new concepts.
Demonstrated knowledge of statistical techniques.
Data mining/data analysis experience.
Strong working knowledge in multiple analytic development tools, statistical tools, programming languages, and big data tools.
Working knowledge in cloud platform (e.g. AWS, GCP), cloud-based sandbox environment and analytics sandbox and libraries.
Ability to work collaboratively with cross‑function teams and business units.
Demonstrated general business acumen; experience working in a real estate and mortgage related data industry a plus.
Ability to lead small team in technical projects.
Patents and publications in data science field a plus.
Annual Pay Range 135,300 - 185,000 USD
Application Window This opportunity is expected to remain posted through the date identified below, subject to business needs.
2026-03-31
Thrive with Cotality At Cotality, we offer more than just a job, we provide a benefits experience designed to support your whole self. From a flexible working model to competitive time off and standout health coverage with meaningful perks and growth opportunities, our package is built to help you thrive at work and in life.
Time off: Generous PTO and 11 paid holidays, plus well‑being and volunteer time off.
Family Support: Up to 16 weeks of fully paid parental leave and a baby stipend.
Health: Multiple medical plan options with mental health and wellness support offerings.
Retirement: 401(k) with company match and vesting after one year.
Financial Perks: $400 annual well‑being stipend and tuition assistance up to $5,250.
Extras: Recognition Rewards, Referral bonuses, exclusive discounts and more.
Equal Employment Opportunity Statement Cotality is an Equal Opportunityemployer 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. Cotalitymaintains a Drug-Free Workplace.
Cotality is fully committed to a work environment 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.
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Sprachkenntnisse
- English
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