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    Principal Engineer - Victoria, Canada - MetaLab

    MetaLab
    MetaLab Victoria, Canada

    1 week ago

    Default job background
    Description

    Responsibilities

  • Collaborates with our talented design and product teams to ideate, concept, and develop new products
  • Leads and guides technical teams on either the front or back end (ideally both) including technical architecture.
  • Lead the integration and fine tuning of pre-trained ML models and AI services into products and guide other developers to do it.
  • Use ML frameworks to implement pre-built and custom algorithms to power smart products and data driven features.
  • Provides a strong point-of-view on various technologies and tech ecosystems
  • Builds prototypes and technical proof of concepts early with design to help clients envision their future product experience
  • Delivers complex features without being given much detail, design, or specification
  • Provides feedback on designs for completeness, implementation effort and feasibility
  • Reviews project team members' code submissions to match the needs of the project (in terms of quality, correctness, consistency, performance, etc)
  • Participates in shares with the client stakeholders on project progress
  • Is a trusted advisor to client design, product and engineering teams, helping them surmount obstacles and deliver amazing products
  • Supports department by sharing technical knowledge you learn with other project teams
  • Identifies when your project team members are stuck on a technical challenge and offer support
  • Continually looks for ways to improve workflows within projects for themselves and other developers

    • The must-have shortlist

  • 7+ years of Full Stack experience, in an agency setting is a bonus
  • Appreciation of design and can protect its complexity without compromising fidelity
  • Responds positively and is able to help the team adapt to changing priorities within projects
  • Organized, self-motivated, and comfortable advocating for yourself and the work
  • You can communicate effectively with both technical and non-technical audiences and are comfortable leading presentations of work frequently
  • You can design and communicate strong technical solutions that our internal and client teams understand and want to work on and understand how to achieve compromise on business trade-offs and technical decisions
  • You have experience building full-stack applications across both the frontend and service layer using modern Typescript frameworks (ie. React, React Native, Nest)
  • You have experience creating both REST and GraphQL APIs that enable client applications to persist, process, and retrieve data from various types of databases (ie. PostgreSQL, MySQL, MongoDB, DynamoDB)
  • You have experience using ML models and AI services to power real-live products (ie. Google Cloud AI, Azure AI, AWS AI or Bedrock, GPT, Dialogflow, Claude, LangChain),
  • You have experience implementing ML algorithms with common frameworks in end-to-end applications (ie. TensorFlow, Synaptic, , Spark ML).
  • You're adaptable and quick to embrace unexpected changes in direction
  • You appreciate design and are able to protect its integrity without compromising fidelity or feasibility
  • You're motivated by feedback and by the opportunity to improve in your role, in the work, and in how you work together as a team
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