Senior Deep Learning Engineer

2 weeks ago

Doha, Qatar General Electric Full time

**Essential Responsibilities**
- Develop, train, fine-tune, 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 data-driven paradigms for conversational AI including customized checklists for different engineering design practices and use-cases.
- 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 use-cases, 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).
- Hands-on experience with conversational AI technologies.
- Experience with training and fine-tuning 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 non-English 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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