Machine Learning Engineer

| Newton
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Examity, the world leader in online test integrity and the fastest-growing Edtech company in the United States, is looking for a dedicated Machine Learning Engineer to join the growing team in our Newton, MA location.

Position Overview

We are looking for an experienced machine learning engineer or data scientist with strong developer skills. The Machine Learning Engineer will apply a broad knowledge of AI and ML techniques to design and implement authentication, proctoring and automation solutions across the Examity product line. As part of a fast-growing and innovative team, you will apply creativity to solve technical challenges.

We authenticate and proctor millions of exams each year. As a result, you will have a vast pool of video data to analyze and leverage. You will use your software engineering skills to help build scalable machine learning models that create value across multiple areas of our products. You will work with product management, engineering and our services teams to propose and test models or applications of technologies that can improve proctoring results and create differentiated products and capabilities. You must be hands-on, creative and able to communicate your approach to technical and non-technical stakeholders across the company.

Familiarity and experience (preferable) using multimedia processing:

  • Cognitive Learning.
  • Facial Detection, Validation, Recognition, Sentiment Analysis frameworks in ML.
  • Video/audio processing frameworks.
  • System behavior detection frameworks.

Essential Duties

  • Work with the AI team in building world-class software, functioning as an AI/ML subject matter expert, and successfully deliver ML applications that impact our business.
  • Partner with product management to identify opportunities to leverage data science to advance Examity’s learning validation platform.
  • Collaborate with cross-functional agile teams to define, create and operate AI systems at scale.
  • Research and implement appropriate ML algorithms and tools in video/audio system tasks/programs processing.
  • Develop machine learning applications according to requirements in cognitive analysis.
  • Select appropriate datasets and data representation methods in user behaviors.
  • Run machine learning tests and experiments in user behaviors.
  • Perform statistical analysis and fine-tune using test results.
  • Train and retrain systems using video data.
  • Extend existing ML libraries and frameworks in cognitive frameworks.

Requirements

  • A Bachelors or Masters in Computer Science, Data Science, Machine Learning, Artificial Intelligence, Statistics, Operations Research or a similar field.
  • 3+ years of work experience.
  • A passion for solving real-world problems with machine learning.
  • Excellent communications skills.
  • Experience solving problems in some of the following areas: natural language, machine vision, transfer learning, data labeling and classification, regression, information retrieval, and statistical modeling.
  • Experience with ML tools such as Tensorflow js.
  • Knowledge and experience with SQL and relational databases.
  • Knowledge of Hadoop, Hive, Redshift, Spark or other big data tools is a plus.
  • Proficiency in a low-level programming language such as Java or C++.
  • Strong computer science fundamentals, including data structures and complexity.
  • Legal authorization to work in the United States. We will not sponsor individuals for employment visas.

Benefits

Examity offers a competitive salary and a comprehensive benefits package including health, dental and 401k. As one of the fastest growing Massachusetts companies, you will be challenged to build your skills and take on increasing responsibility. Our office environment is open, collaborative, fast paced and high energy. Examity’s new urban office location in Newton, MA provides access to local shopping and restaurants. Employees enjoy Examity’s free snacks and drinks, a flexible work schedule, and frequent group outings to skyboxes for Celtics, Red Sox and summer concerts.

You can’t spell Examity without “team.” Which is why we built our business around the most collaborative and passionate people in the industry. We’re always looking to grow our family, so if you’re interested in joining us, please don’t hesitate to reach out. We would love to hear from you! Examity is proud to be an equal opportunity employer. We thrive because of the diversity of our employees. At Examity, people of different backgrounds, experiences, abilities, and perspectives are always welcome. We foster an environment of mutual respect and do not tolerate any discrimination. Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability, or protected veteran status.

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Technology we use

  • Engineering
  • Product
  • Sales & Marketing
    • JavascriptLanguages
    • PythonLanguages
    • RubyLanguages
    • SqlLanguages
    • jQueryLibraries
    • ReactLibraries
    • AngularJSFrameworks
    • DjangoFrameworks
    • ExpressFrameworks
    • Node.jsFrameworks
    • Ruby on RailsFrameworks
    • TensorFlowFrameworks
    • Vue.jsFrameworks
    • MemcachedDatabases
    • Microsoft SQL ServerDatabases
    • MongoDBDatabases
    • PostgreSQLDatabases
    • RedisDatabases
    • AmplitudeAnalytics
    • SentryAnalytics
    • AxureDesign
    • InVisionDesign
    • SketchDesign
    • ConfluenceManagement
    • JIRAManagement
    • WordpressCMS
    • SalesforceCRM
    • PardotEmail

Location

153 Needham Street, Newton, MA 02464

An Insider's view of Examity

What’s the vibe like in the office?

People at Examity mesh well together, both in and out of the office. Not only do we collaberate effectively on projects, but we go out after work together, like to sporting events, the arcade, and restaurants."

Kristina

Billing and Reporting Specialist

What makes someone successful on your team?

To be successful in a role here, it requires great listening and communication skills, a desire to serve, persistence, and consistency over time."

Kahlil

Director, Business Development

How do you empower your team to be more creative?

We've fostered creativity by building a culture that encourages collaboration. Everyone on the engineering and product teams has a voice in the work we’re doing, and that is not limited to their job title or role. Great ideas can come from anywhere, and often having an ‘outside' view is what helps solve problems or spark unconventional approaches.

Brian

Senior Vice President, Product and Engineering

How do you collaborate with other teams in the company?

Everybody I work with comes from a variety of backgrounds and experiences. We're constantly engaged with one another, and you learn a lot and perform your best in this kind of environment."

Forrest

Director, Customer Success

What are Examity Perks + Benefits

Culture
Friends outside of work
Eat lunch together
Open door policy
Team owned deliverables
Team based strategic planning
Group brainstorming sessions
Open office floor plan
Child Care & Parental Leave Benefits
Flexible Work Schedule
Acme Co. provides employees with a flexible work schedule that includes Core hours, Flexible start and end times.
Perks & Discounts
Beer on Tap
Casual Dress
Company Outings
Examity hosts Company outings semi-annually.
Stocked Kitchen
Happy Hours
Happy hours are hosted At team's discretion.
Parking
We offer employees Free on-site garage parking.
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