Senior Machine Learning Scientist

Job Overview

Location
San Diego, California
Job Type
Full Time
Date Posted
5 months ago

Additional Details

Job ID
26054
Job Views
121

Job Description

Job Responsibilities

  • Research and identify problems, anticipate effects across business communities, research best practice alternatives, prepare presentations, drive solutions, test to confirm, gain consensus from a broad business community, and implement customized solutions.
  • Conduct complex statistical analyses and complete studies of real estate and mortgage related data.
  • Apply econometric modeling, machine learning and data mining techniques to discover patterns from complex real estate data.
  • Make forecasts and predictions based on modeling and analysis of multiple economic and human factors.
  • Prepare and maintain programs and documentation for asset and asset risk models.
  • Performs modeling and analysis using various data mining, machine learning, statistical, and mathematical techniques.
  • Drive the monitoring and re-engineering of current models and their prototypes as needed, to improve and enhance core models and group research objectives
  • Conceive, lead and manage quantitative and qualitative research projects independently.
  • Assess and communicate research results to internal and external stakeholders.
  • Understand business requirements and conceptualize analytic solutions to those business problems
  • Troubleshoot, guide others, and drive solutions to a wide variety of highly complex problems.

Job Qualifications

  • Ph.D. or Master of Arts Degree in Data Science, Math, Computer Science, Engineering, Economics or Finance preferred.
  • At least 2 years of industry or academic experience in econometric modeling, machine learning techniques, data mining, or statistical modeling for clients on real-world problems
  • Proficiency in the housing market is a plus
  • Experience building models in a cloud environment is a plus
  • Proficiency in at least one of the following programming languages: Python, Java, R, C++, Scala
  • Proficiency with Git for version control and collaborative development workflows
  • Experience with Linux-based terminals, including shell scripting and command-line operations
  • Hands-on experience with Cloud-based platforms - GCP preferred
  • Big data expertise and experience with technologies such as Spark, Hadoop, Hive, etc are a plus.
  • Team player, willing to assist and jump into a project at any point as needed
  • Detail-oriented; strong presentation skills, experienced with client interaction.
  • Ability to communicate effectively and in a professional manner to key customers and explain business needs to technical personnel.
  • Solid interpersonal skills. Must be able to communicate clearly to partners, prospects, clients and colleagues verbally and in written form.
  • Able to manage multiple, complex projects simultaneously.
  • Expertise in formulating business problems and designing analytic approaches.
  • Able to effectively present analytic insights and modeling techniques internally and externally

Qualification

Bachelor’s degree

Experience Requirements

Fresher Experience

Location

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