Machine Learning Engineer (Entry Level)

Job_Summary:

CoStar Group is a leading real estate data provider, and they are seeking a Machine Learning Engineer to enhance their extensive property database and improve customer experiences. The role involves collaborating on machine learning solutions, designing scalable models, and contributing to the company's growth in the real estate sector.

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.

Qualifications:

-Required:

• 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

• 2+ years of professional development experience as Machine Learning Engineer, Data Scientist or related role

• 2+ 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.

-Preferred:

• 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:

Real estate website for finding homes, condos and townhouses for sale and rent, in a neighborhood you love, or near the schools you desire. It is a sub-organization of CoStar Group. Homes.com has a track record of offering H1B sponsorships.