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Senior Machine Learning Engineer
2 months ago
CoStar Group is seeking a highly skilled Senior Machine Learning Engineer to join our team. As a key member of our data science group, you will play a critical role in developing and deploying machine learning models that drive business growth and improve customer experiences.
Responsibilities- Design, build, test, and deploy scalable, reusable, and maintainable machine learning models that handle large amounts of data.
- Collaborate with other engineers, product owners, and leadership to create machine learning solutions that solve practical problems and improve our customer's experience.
- Gain an understanding of the CoStar business and how machine learning can improve things.
- 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.
- 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.
- Generous compensation and performance-based incentives.
- Internal training, tuition reimbursement, and an inter-office exchange program.
- 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.
We welcome all qualified candidates who are currently eligible to work full-time in the United States to apply. However, please note that CoStar Group is not able to provide visa sponsorship for this position.
This position offers a base salary range of $142,600.00 – 230,300.00, based on relevant skills and experience and includes a generous benefits plan.
CoStar Group is an Equal Employment Opportunity Employer; we maintain a drug-free workplace and perform pre-employment substance abuse testing.
