- Develop, train, fine-tune, and deploymodels for driving conversational AI systems including LLMs,multimodal understanding, fuzzy search, image recognition, UI andUX, dialog reasoning and speech synthesis.
- Build noveldata-driven paradigms for conversational AI including customizedchecklists for different engineering design practices anduse-cases.
- Develop systems and frameworks using variousdata modalities (images, drawings, text, documents, checklists,etc.) and the roles they play in different levels of reasoning anddecision making.
- Apply alignment techniques such asinstruction tuning and reinforcement learning from human feedbackto improve use-cases.
- Measure and benchmark model andapplication performance and analyze model accuracy and bias andrecommend the next course of action and improvements.
- Drive the gathering, building, and annotation of domain specificdatasets to train models for different design practices andapplications and maintain model evaluation systems and characterizeperformance and quality metrics across platforms for various AIsystems.
- Collaborate and innovate with team members onnew product features, improvements of existing products andparticipate in developing and reviewing use-cases, test plans,code, and design documents. Qualifications/Requirement
- Master's degree or PhD in Computer Science, ArtificialIntelligence, or Applied Mathematics with 5+ years of experience.
- Excellent programming skills in Python with strongfundamentals optimizations and software design.
- Solidunderstanding of ML/DL techniques, algorithms and tools withexposure to CNN, RNN, Transformers (GPT, Megatron, LLMs).
- Hands-on experience with conversational AI technologies.
- Experience with training and fine-tuning LLMs fordifferent dialog system tasks using PyTorch Deep Learningframeworks and performing data wrangling and tokenization.
- Solid understanding of agile development life cycle andexperience with developing workflows and traceability andversioning of datasets including knowhow of database management andqueries (SQL, DB).
- Strong collaborative andinterpersonal skills, and optimally guide and influence within adynamic matrix environment. Desired Characteristics
- Fluent in a non-English language, such as French, Arabic, Spanish,German or Mandarin.
- Experience deploying machinelearning models on local data center, cloud, and embedded systems.
- AWS and/or Azure certified.
- Strong C++programming skills
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Machine Learning Engineer
منذ أسبوع
Snoonu Dukhan, دولة قطرA little bit about usAtSnoonu, we hold the belief that technology has the power to makeanything possible.Our Vision: to be the first Qatari Super App thatpropels the region and its community through innovation andtechnology. We envision a global expansion where what we dosurpasse ...
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Machine Learning Engineer
منذ 6 أيام
Snoonu Dukhan, دولة قطرA little bit about usAt Snoonu, we hold the belief that technology has the power to make anything possible.Our Vision: to be the first Qatari Super App that propels the region and its community through innovation and technology. We envision a global expansion where what we do sur ...
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Senior Deep Learning Engineer
منذ 6 أيام
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Senior Deep Learning Engineer
منذ أسبوع
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Senior Deep Learning Engineer
منذ ساعة
GENERAL ELECTRIC Umm Bab, دولة قطرRésumé de la description de poste GE Aerospace Engineering is looking for a Senior Deep Learning Engineer who is passionate about applying human-AI interactions, such as conversational AI, chatbots, search engines, simulation, pre-training for embodied agents, and embodied AI, br ...
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منذ يوم
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Senior Deep Learning Engineer - Dukhan, دولة قطر - GENERAL ELECTRIC
وصف
Job Description EssentialResponsibilitiesAdditional Information Relocation AssistanceProvided:
No
