Computer Vision/ Machine Learning Engineer (Homes.com)
CoStar Group
- Washington DC
- Permanent
- Full-time
- Collaborate on the continued improvement of CoStar’s cloud-based machine learning environment.
- Design, build, train, deploy and evaluate machine learning 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.
- Bachelor’s Degree required from an accredited, not for profit university or college, with degree preferably in Computer Science, Data Science, Statistics, Machine Learning, or Mathematics. MSc or PhD is a plus.
- A track record of commitment to prior employers
- Experience with ML libraries such as TensorFlow, PyTorch, Keras, and Scikit-learn.
- 4+ years of professional development experience as Machine Learning Engineer, Data Scientist or related role
- 4+ years of programming experience with modern languages such as Python, R, C#, Java, or Scala.
- Work experience with Image Classification, Image Processing, Object Detection, NER, or Recommendation Systems.
- Experience with automated image optimization (e.g., sharpness, brightness, etc.) and the ability to understand and improve image/video aesthetics is a plus
- Experience building data pipelines to collect data, train and test models, measure model performance, run inference on large datasets, and output results.
- Experience with data manipulation and visualization libraries such as pandas, matplotlib, seaborn, or Plotly.
- Strong math and analytical skills.
- Experience with databases, such as SQL Server, AWS RDS, DynamoDB.
- Experience with Convolutional Neural Networks (CNNs)
- 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.
- Comprehensive healthcare coverage: Medical / Vision / Dental / Prescription Drug
- Life, legal, and supplementary insurance
- Virtual and in person mental health counseling services for individuals and family
- Commuter and parking benefits
- 401(K) retirement plan with matching contributions
- Employee stock purchase plan
- Paid time off
- Tuition reimbursement
- On-site fitness center and/or reimbursed fitness center membership costs (location dependent), with yoga studio, Pelotons, personal training, group exercise classes
- Access to CoStar Group’s Diversity, Equity, & Inclusion Employee Resource Groups
- Complimentary gourmet coffee, tea, hot chocolate, fresh fruit, and other healthy snacks