Full-Time

Senior Machine Learning Engineer

Confirmed live in the last 24 hours

CoStar Group

CoStar Group

5,001-10,000 employees

Compensation Overview

$142.6k - $230.3kAnnually

Senior

No H1B Sponsorship

Irvine, CA, USA

Candidates must be eligible to work full-time in the United States.

Category
Applied Machine Learning
Deep Learning
AI & Machine Learning
Required Skills
Scikit-learn
Python
Tensorflow
Keras
Machine Learning
Java
C#
Pandas
Scala
Seaborn
Requirements
  • Bachelor’s Degree required from an accredited, not for profit university or college, with degree preferably in Computer Science, Data Science, or related field. MSc or PhD is a plus.
  • A track record of commitment to prior employers
  • 5+ years of professional development experience as Machine Learning Engineer, Data Scientist or related role
  • 5+ years of programming experience with modern languages such as Python, C#, Java, or Scala.
  • Work experience with Image Classification, Object Detection, NER, or Recommendation Systems.
  • Experience building data pipelines to collect data, train and test models, measure model performance, run inference on large datasets, and output results.
  • Experience with ML libraries such as TensorFlow, Keras, and Scikit-learn.
  • Experience with data manipulation and visualization libraries such as pandas, matplotlib, seaborn, or Plotly.
  • Strong math and analytical skills.
Responsibilities
  • Collaborate on the continued improvement of CoStar’s cloud-based machine learning environment.
  • Design, build, test and deploy scalable, reusable, and maintainable models that handle large amounts of data.
  • Collaborate with other engineers, product owners, and leadership to create ML solutions that solve practical problems and improve our customer’s experience.
  • Gain an understanding of the CoStar business and how ML can improve things.
Desired Qualifications
  • Experience with databases, such as SQL Server, AWS RDS, DynamoDB.
  • Experience solving streaming and batch data processing problems at scale.
  • Experience with ML cloud tools such as Databricks, Amazon Personalize, Comprehend, SageMaker, and Rekognition.
  • Experience with integration of input data from a variety of sources.

Company Stage

IPO

Total Funding

N/A

Headquarters

Washington, District of Columbia

Founded

1987

Simplify Jobs

Simplify's Take

What believers are saying

  • Increased demand for virtual property tours boosts CoStar's digital platform offerings.
  • AI integration in property management offers CoStar advanced analytics opportunities.
  • Remote work trends allow CoStar to provide insights on flexible office spaces.

What critics are saying

  • Legal challenges from Move, Inc. could disrupt CoStar's operations.
  • Integrating Visual Lease may affect CoStar's operational efficiency.
  • Launching a hotel property management system could increase competition and costs.

What makes CoStar Group unique

  • CoStar Group is a leader in online real estate marketplaces and analytics.
  • The acquisition of Visual Lease enhances CoStar's lease administration capabilities.
  • CoStar's focus on AI integration sets it apart in property management systems.

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Benefits

Health Insurance

Dental Insurance

Vision Insurance

Life Insurance

Disability Insurance

Mental Health Support

Commuter Benefits

401(k) Retirement Plan

401(k) Company Match

Employee Stock Purchase Plan

Paid Vacation

Tuition Reimbursement

Wellness Program

Gym Membership

Company Equity