What Dallas based AM Firm is this?
THE COMPANY
Based in Dallas- Fort Worth, a specialized asset management firm is growing.. It utilizes applied intelligence to unlock the full potential of real estate, a massive market that defines the American Dream. The team is creating innovative and actionable algorithms to reveal research-based secrets pulled from massive data sources, in order to get ahead of today's market and take the next biggest step in growing out AUM for not only their firm but carving a path for all AM firms moving forward. The core business is focusing on building automated decisioning tools using artificial intelligence and machine learning to drive our complex pricing models and provide a base for long-term and short-term loan performance prediction models, all contributing to overall asset sales.
"We are a dynamic, diverse and agile team that genuinely values mutual respect, learning, experimentation, and results!"
THE ROLE
Aiming to harness the value of our operations team's immense collection of data is a huge business initiative, and the firm wants to hire a highly-skilled Data Scientist to drive innovation for future success. The role is senior level team member who is a deep thinker and will have a powerful voice in driving company growth. They live to create hypotheses, solve problems, and present any and all assumptions back to essential stakeholders by owning the solution from end to end. If freedom, autonomy and head scratching professional challenges rock your world, we could be a great match. Some responsibilities include:
Building prototype code for integration of new algorithms to exploratory analysis, construct relevant variables, and perform sample design
Defining data requirement to build complex predictive models to drastically improve business operations
Research and development for data-driven analysis on structured and unstructured data sets
Act as key consultant to recommend and develop innovative solutions
Analyzing large, complex data sets, solving problems using advanced statistical and Machine Learning techniques
Work collaboratively with engineering and product management teams to integrate new quantitative features and product enhancements
YOUR SKILLS AND EXPERIENCE
The successful Principal Data Scientist will likely have the following skills and experience:
MS or PhD degree (preferred) in Mathematics, Physics, Statistics, or Computer Science;
Applied Machine Learning experience on LARGE datasets, with commercial experience in building predictive models
Prior experience with advanced Mathematic and statistical modeling, and applying it to data mining methods (GLM/Regression, Trees, Clustering, SVM, Time Series analysis etc.)
FLUENT in Python and/or R, as well as SQL programming!
Skilled in data warehousing, cleaning/transforming data for future engineering, and leveraging visualization tools
You are highly team-oriented, focusing on COLLABORATION and INTELLECTUAL CURIOSITY
Strong verbal and written STORYTELLING abilities
Bonus: Mortgage or Real Estate experience!
THE BENEFITS
Machine Learning| Python| Tableau| SQL| Data Science| Statistics| Mortgage | Real Estate | Trading
Probably Amherst holding
Fresh PhD graduate is at least 140k base today for data scientist role, maybe a little cheaper in Texas
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