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Principal Data Scientist - Remote / Telecommute Job Opening In Minneapolis Minnesota – Now Hiring CYNET SYSTEMS


Job description

Job Description:

  • Lead end-to-end training and fine-tuning of Large Language Models LLMs, including both open-source e.g., Qwen, LLaMA, Mistral and closed-source (e.g., OpenAI, Gemini, Anthropic) ecosystems.


  • Architect and implement GraphRAG pipelines, including knowledge graph representation and retrieval for enhanced contextual grounding.


  • Build and scale distributed training environments using NCCL and InfiniBand for multi-GPU and multi-node training.


  • Apply reinforcement learning techniques (e.g., RLHF, RLAIF) to align model behavior with human preferences and domain-specific goals.



Qualifications:


  • PhD or Master s degree in Computer Science, Machine Learning, or related field.


  • 8+ years of experience in applied AIML, with a strong track record of delivering production-grade models.


  • LLM training and fine-tuning (e.g., GPT, LLaMA, Mistral, Qwen).


  • Graph-based retrieval systems (GraphRAG, knowledge graphs).


  • Embedding models (e.g., BGE, E5, SimCSE).


  • Semantic search and vector databases (e.g., FAISS, Weaviate, Milvus).


  • Document segmentation and preprocessing (OCR, layout parsing).


  • Distributed training frameworks (NCCL, Horovod, DeepSpeed).


  • High-performance networking (InfiniBand, RDMA).


  • Model fusion and ensemble techniques (stacking, boosting, gating).


  • Optimization algorithms (Bayesian, Particle Swarm, Genetic Algorithms).


  • Symbolic AI and rule-based systems.


  • Meta-learning and Mixture of Experts architectures.


  • Reinforcement learning (e.g., RLHF, PPO, DPO).



Must Have:


  • PhD or Master's degree in Machine Learning/Data Science.


  • Multi-model agents.


  • Experience with text-to-image, image-to-text, speech-to-text.


  • Published papers in Machine Learning/Data Science journals.


  • Medical background project.



Bonus Skills:


  • Experience with healthcare data and medical coding systems (e.g., CPT, CM, PCS).


  • Familiarity with regulatory and compliance frameworks in AI deployment.




Required Skill Profession

Other General


  • Job Details

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Unlock Your Principal Data Potential: Insight & Career Growth Guide


Real-time Principal Data Jobs Trends (Graphical Representation)

Explore profound insights with Expertini's real-time, in-depth analysis, showcased through the graph here. Uncover the dynamic job market trends for Principal Data in Minneapolis, Minnesota, United States, highlighting market share and opportunities for professionals in Principal Data roles.

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Are You Looking for Principal Data Scientist Remote / Telecommute Job?

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The Work Culture

An organization's rules and standards set how people should be treated in the office and how different situations should be handled. The work culture at CYNET SYSTEMS adheres to the cultural norms as outlined by Expertini.

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1. Independence

2. Loyalty

3. Impartiapty

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6. Respect for human rights

7. Obeying United States laws and regulations

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The average salary range for a varies, but the pay scale is rated "Standard" in Minneapolis Minnesota. Salary levels may vary depending on your industry, experience, and skills. It's essential to research and negotiate effectively. We advise reading the full job specification before proceeding with the application to understand the salary package.

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CYNET SYSTEMS interview tips for Principal Data Scientist   Remote / Telecommute

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Other Openings

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