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Full Stack Developer

1 month ago

Boston, United States firstPRO Full time

Primary Responsibilities:

As an AI team member you are expected to fulfill the following range of responsibilities, depending on the project:

• Develop, debug and maintain AI software applications written in Python and Java on top of AWS but can expand to other platforms.

• Design Deep AI Models for different types of data (time-series, business data, images, etc.) and different output types (Classification, Regression, Clustering).

• Investigate the behavior of input and output data numerically.

• Investigate and optimize models performance.

• Solving complex problems with multi-layered data sets, as well as optimizing existing machine learning libraries and frameworks.

• Develop and enhance large language models on proprietary research data


Experience:

  • Required:High fluency in English is a must since you will communicate and work with team members and clients.
  • Strong coding skills in Python, Java and software fundamentals like Algorithms and Data-structures
  • Deep understanding of ML algorithms like regression, classification and clustering.
  • Fundamental understanding on NeuralNets and its internals
  • Deep understanding of model determination and evaluation.
  • GenAI tool like LLM, Langchain etc
  • Knowledge on deep learning libraries like Pytorch, Tensorboard
  • Professional enterprise knowledge on AWS-AI platforms like Sagemaker, Bedrock and other clustering applications like ECS or Kubernetes.
  • AI - Software Life cycle from requirements to model, deploy, and inference
  • Strong problem-solving mindset and ability to develop creative solutions for difficult problems often requiring detailed investigation of the code and data.
  • Interest in learning and coding within an advanced distributed micro-system architecture.
  • Solid knowledge in full stack application development using Java, Javascript, HTML, CSS.
  • Strong foundation of Computer Science
  • Experience in supporting and managing applications in AWS. Experience in supporting and setting up VPN, OpenVPN. Experience with general system administration in cloud environment.
  • Professional experience in developing application using multi-threading libraries and non-blocking async modules.
  • Strong knowledge of database SQL and relationship designing concepts
  • Knowledge of scripting language like Python and Bash Scripts.
  • Advanced Algorithm development, should be able to think of designing applications at scale
  • Knowledge of developing systems in the field of Information Retrieval such as Solr, Redis and other in-memory design paradigms
  • Ability to project manage, test and understand business requirements.
  • Able to work in a fast-paced agile environment.
  • Knowledge of Continuous Integration systems such as Jenkins and other deployment systems.
  • Shows conviction of belief while maintaining an open-minded nature and humility toward learning.
  • Flexible and able to manage ambiguity and complex problem solving.
  • Excellent interpersonal communication and teamwork skills.
  • Ability to work independently, both under supervision and as a contributing team member.
  • Ability to clearly and concisely articulate ideas and opinions.