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info@ailabs.stream

4 Lane Orono, ME 04473

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© 2023 by AI Stream. Proudly created with Wix.com

Continual, Adaptable, Dynamic AI  systems

 

Navigating streams

Regardless of industry, A.I systems must navigate the stream of data your company feeds it to generate insights for your business or enhance the customer product. However, many A.I systems are brittle in nature and require large-scale periodic revamping/adjustment. In other cases they can only navigate very specific "stream conditions" and break down when the conditions change even slightly. Below we overview the conditions streams commonly have and how A.I. models should navigate them.

 

Careers

We are located in the scenic small town of Orono Maine. Orono is an outpost on the edge of a the great Maine outdoors. Despite being small, Orono is home to many restaurants and a large research university (whom we actively partner with).  However, we are open to remote work as well. We currently do not have the resources for sponsoring visas. Therefore we can only accept applications from U.S. citizens and green card holders. If any of the jobs below interest you please send your resume to jobs@ailabs.stream with the subject the position that you are applying to.

Software Engineer

Onsite or Remote

  • Core Skills

    • Solid Knowledge of Data Structures/Algorithms

    • 2+ years of OOP experience 

    • Docker/Kubernetes experience and understanding of micro-services

    • Experience buildings rest APIs 

    • Experience with big data processing frameworks Flink, Spark, or Hadoop.

    • Solid SQL and database design skills

    • Experience with AWS/Google Cloud/Azure

  • Other skills

    • Python and/or Java ​experience 

    • Django/Flask experience 

    • Experience using Tensorflow Serving or ONNX to deploy models

    • Knowledge of Kafka or similar streaming technologies

A.I. Researcher 

Onsite or Remote

  • Core Skills

    • Excellent Python​

    • Experience with Tensorflow/PyTorch/Keras or other DL framework 

    • Docker/Kubernetes experience 

    • Publications at NIPS, ICML, ACL, or other top A.I. conference.

    • Basic knowledge of non deep-algorithms/techniques like XGBoost, Random Forests, ensembling 

  • Other skills

    • We are particularly interested in researchers with research in one of the following areas

      • Meta-learning ​

      • Continual learning 

      • Transfer learning/Domain adaptation 

      • A.I. interpretability

      • Back-propagation through structure 

Data Visualization Engineer

Onsite or Remote

  • Core Skills

    • Solid Knowledge of Data Structures/Algorithms​ including geo-data structures

    • 2+ years of OOP experience 

    • Docker/Kubernetes experience and understanding of micro-services

    • Experience buildings rest APIs 

    • Experience with Bokeh/D3.js or similiar visualization framework.

    • Experience with Python and/or JavaScript

  • Other skills

    •  Publications at IEEE DataVis or similar conference

    • Django/Flask experience 

    • Experience visualizing geo temporal data

    • Knowledge of Kafka or similar streaming technologies

 

More info

We are currently in stealth mode and are purposely "keeping quit."  Check back on our site periodically as we will display more information about our research as well as our launch. If you want to chat with us in private you are welcome to contact us using one of the methods below.