Data Scientist

1 week ago


San Diego, United States Spectraforce Technologies Full time
Job Title: Data Scientist
Duration: 6 Months
Location: Onsite (San Diego, CA)

Job Description:
  • Work on functional design, process design (including scenario design, flow mapping), prototyping, testintraining, and defining support procedures, in collaboration with an advanced engineering team and executive leadership.
  • Experience in fine-tuning a large language model using custom content (documents, data, code).
  • Articulate and document the solutions architecture and lessons learned for each exploration and accelerated incubation.
  • Serve as liaison between stakeholders and project teams, delivering feedback and enabling team members to make necessary changes in product performance or presentation.
  • Experience in implementing projects involving end to end ML/NLP systems from development to deployment.
  • Experience with relevant machine learning/deep learning frameworks such as Pytorch
  • Experience working in a distributed team and communicating across geographic boundaries
  • Experience with cloud environments
  • Working knowledge of Rust is a plus.


Top 5 Required Skills
  • 5 or more years of experience in applying AI and machine learning techniques to practical and comprehensive technology solutions.
  • Expert in ML, deep learning, TensorFlow, Python, NLP and Transformer architecture.
  • Experience in deploying LLMs, embedding model/sentence transformers in production use cases.
  • Thorough knowledge in basic algorithms, object-oriented and functional design principles, and best-practice patterns
  • Experience in REST API development, NoSQL database design, and RDBMS design.

Technologies
  • Python
  • AI

Education Requirement
  • BA in Computer Science or related field. (Master's Degree preferred)

Physical Requirements
  • Push Max Weight Limit = 5-10lbs.
  • Pull Max Weight Limit = 5-10lbs.
  • Lift Max Weight Limit = 5-10lbs.

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