Senior Deep Learning Engineer

2 weeks ago


Doha, Baladīyat ad Dawḩah, Qatar General Electric Full time

Essential Responsibilities

  • Develop, train, finetune, and deploy models for driving conversational AI systems including LLMs, multimodal understanding, fuzzy search, image recognition, UI and UX, dialog reasoning and speech synthesis.
  • Build novel datadriven paradigms for conversational AI including customized checklists for different engineering design practices and usecases.
  • Develop systems and frameworks using various data modalities (images, drawings, text, documents, checklists, etc.) and the roles they play in different levels of reasoning and decision making.
  • Collaborate and innovate with team members on new product features, improvements of existing products and participate in developing and reviewing usecases, test plans, code, and design documents.

Qualifications/Requirement:

  • Master's degree or PhD in Computer Science, Artificial Intelligence, or Applied Mathematics with 5+ years of experience.
  • Excellent programming skills in Python with strong fundamentals optimizations and software design.
  • Solid understanding of ML/DL techniques, algorithms and tools with exposure to CNN, RNN, Transformers (GPT, Megatron, LLMs).
  • Handson experience with conversational AI technologies.
  • Experience with training and finetuning LLMs for different dialog system tasks using PyTorch Deep Learning frameworks and performing data wrangling and tokenization.
  • Solid understanding of agile development life cycle and experience with developing workflows and traceability and versioning of datasets including knowhow of database management and queries (SQL, DB).
  • Strong collaborative and interpersonal skills, and optimally guide and influence within a dynamic matrix environment.

Desired Characteristics:

  • Fluent in a nonEnglish language, such as French, Arabic, Spanish, German or Mandarin.
  • Experience deploying machine learning models on local data center, cloud, and embedded systems.
  • AWS and/or Azure certified.
  • Strong C++ programming skills.

Additional Information:

Relocation Assistance Provided:
No

LI-Remote - This is a remote position

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