Senior Machine Learning Engineer (Python, TensorFlow) - remote

The Meet Group
Posted 3 years ago
Stack Overflow
By leveraging cutting-edge technologies, innovative product design, and advancements in machine learning and artificial intelligence capabilities, The Meet Group strives to maintain its position as a personal connection leader. Our team's goal is to create a truly personalized user experience while fostering additional business opportunities and operational efficiencies. As a talented senior-level Machine Learning Engineer, you love the challenge of solving real-world problems using the latest techniques and tools that bring your models to life. You have experience and are fulfilled by teaching and guiding others. You learn and adapt quickly and can use every tool at your disposal--software, algorithms, statistical models, and beyond--to thoroughly understand and solve challenging problems. You think about modeling considerations in the context of not only implementation but, more importantly, runtime. You appreciate the difference between explaining and fitting statistical models, the importance of useful metrics, and the tradeoff between exploration and exploitation.

As a Senior Machine Learning Engineer on our Machine Learning team, you will be:

    • Developing, testing, and deploying machine learning algorithms to support and improve business processes.
    • Creating and maintaining a framework for deploying machine learning algorithms.
    • Building applications to implement, track, and monitor models, ensuring the accuracy of deployed algorithms on an ongoing basis.
    • Engineering ML-based solutions and algorithms to meet the needs of various TMG business units.
    • Conducting end-to-end analysis, including data gathering from internal and external sources;specifying requirements;processing, compiling, and validating data;and ensuring deliverables are met.
    • Collaborating with other technology and business teams to build creative and viable solutions.
    • Working hand-in-hand with Machine Learning Software Engineers to ensure a consistent and reliable ML pipeline.

Machine Learning Technology Experience:

  • TensorFlow
  • Keras
  • Scikit
  • SageMaker

General Technology Experience:

  • Python
  • S3
  • SQL (Redshift/Athena)
  • RabbitMQ
  • Kafka
  • Comfortable with ssh, bash, and linux

As part of the team, you'll enjoy:

    • Tremendous opportunity to solve some of the industry’s most important challenges
    • Working with an extraordinary team of smart, creative, fun and highly motivated people
    • Comprehensive health coverage, competitive salary, 401(k) match
    • Extensive PTO plan and flexible working hours
The Meet Group is a portfolio of mobile social entertainment apps designed to meet the universal need for human connection. We leverage a powerful live-streaming video platform, empowering our global community to forge meaningful connections. Our primary apps, MeetMe®, LOVOO®, Skout®, Tagged®, and GROWLr, entertain millions of mobile daily active users, generating untold numbers of casual chats, friendships, dates, and marriages. Our apps, available on iPhone, iPad, and Android in multiple languages, combine product innovation with sophisticated data science to both entertain and connect our audience. The Meet Group has a diversified revenue mix consisting of in-app purchases, subscription, and advertising, and we have offices in New Hope, Philadelphia, San Francisco, Dresden, and Berlin. For more information, visit themeetgroup.com, and follow us on Facebook, Twitter or LinkedIn. The Meet Group is an equal opportunity employer and a participating employer of Everify. We value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, or marital, veteran, or disability status