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.
BASIC QUALIFICATIONS
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 employers2+ years of professional development experience as Machine Learning Engineer, Data Scientist or related role2+ 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 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.What’s in it for You
When you join CoStar Group, you’ll experience a collaborative and innovative culture working alongside the best and brightest to empower our people and customers to succeed.
We offer you generous compensation and performance-based incentives. CoStar Group also invests in your professional and academic growth with internal training, tuition reimbursement, and an inter-office exchange program.
Our benefits package includes (but is not limited to) :
Comprehensive healthcare coverage : Medical / Vision / Dental / Prescription DrugLife, legal, and supplementary insuranceVirtual and in person mental health counseling services for individuals and familyCommuter and parking benefits401(K) retirement plan with matching contributionsEmployee stock purchase planPaid time offTuition reimbursementOn-site fitness center and / or reimbursed fitness center membership costs (location dependent), with yoga studio, Pelotons, personal training, group exercise classesAccess to CoStar Group’s Diversity, Equity, & Inclusion Employee Resource GroupsComplimentary gourmet coffee, tea, hot chocolate, fresh fruit, and other healthy snacksThis position offers a base salary range of $109,000.00 – 202,000.00, 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
