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Senior Machine Learning Engineer

VTS
New York City, United Statesfull_timeVerifiedPosted 3 Jan 2024
💰 $175,000/yr($160,000/yr$175,000/yr)

About the role

We are seeking a highly skilled and motivated engineer to join the Data Science and Analytics Engineering team within the Platform organization. Our team has built a number of ML/NLP models to automate data processing and entity resolution across a wide array of our core datasets. The models we build enable our users to get an unparalleled view of the wider CRE market, demanding optimal precision, as a single error has the potential for market moving impact. You will join the centralized data organization of a mid-sized, growth stage technology company where the opportunity for business-wide impact is huge!


Please note: 
This role will be hybrid in-office in our New York office 3 days a week.

To thrive in this role you...

  • Have expertise in Machine Learning best practices (e.g. model evaluation and hyperparameter tuning, A/B test, feature engineering, feature/model selection), algorithms (e.g. gradient boosted trees, neural networks/deep learning, optimization) and domains (e.g. natural language processing, computer vision, personalization and recommendation, anomaly detection)
  • Have experience with technologies such as Sci-kit learn, Pytorch, Tensorflow, ML Flow, Airflow, data warehouses (e.g. Snowflake, Redshift, etc)
  • Have professional experience building and deploying machine learning models to production using AWS (Sagemaker), GCP or Azure - for either batch or real time inference applications
  • Expert programmer in one or more of the following Python (preferable), C++, or Java
  • Excellent communicator with the ability to translate complex topics to non-technical stakeholders
  • Creative problem solver able to tackle ambiguous problems with little guidance 

What you can expect:

  • Building: Scalable, reliable and accurate machine learning systems that reduce the need for manual, human annotation and labeling.
  • Designing: Design state of the art machine learning / AI solutions from end-to-end, owning everything from feature engineering to model evaluation and monitoring.
  • Enhancing our processes, tools, and technology: Improve on our existing AI/ML capabilities for core product functionality (e.g. search). Enhance our ML platform capabilities, enabling the democratization of ML deployments across the company.
  • Collaboration: Collaborate with stakeholders across the business to find new opportunities
  • Continuous improvement: Keep abreast of SOTA algorithms, translating the latest scientific papers into practical applications for the business.

What VTS Values & How We Show It

  • Strive for Excellence - We know your potential is unlimited. Take advantage of our executive coaches and our training and career development programs available to all employees! 
  • Be Customer Obsessed - We’re employee obsessed too! VTS offers competitive compensation, comprehensive health benefits (including dental and vision), pre-tax commuter benefits, and a 401(k) plan. Not to mention the fun stuff - monthly happy hours, wellness events, clubs, and team lunches! 
  • Be Curious - Benefit from a culture that promotes new learning. VTS offers an education stipend to all employees! 
  • Move as One - We work in an open floor plan to promote cross-functional collaboration. 
  • Take Ownership - Be an owner of the company you’re building with our equity packages. 
  • Appreciate the Difference - VTS embraces and celebrates diversity. We understand the importance of a strong work-life balance. We offer a flexible PTO policy, generous family leave program, and more! 

About VTS:

VTS is the commercial real estate industry’s only technology company that unifies owners, operators, brokers, and tenants in a single platform to capitalize on opportunities revealed in every square foot of their properties. In 2013, VTS revolutionized the commercial real estate industry’s leasing operations with what is now VTS Lease. Today, the VTS Platform is the largest first-party data source in the industry, transforming how strategic decisions are made and executed by CRE professionals across the globe.

With the VTS Platform, consisting of VTS Lease,

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VTS

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