19 Data Scientist Jobs in San Diego, CA
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Spectraforce Technologies is Hiring a Data Scientist Near San Diego, CA
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.
- Python
- AI
- BA in Computer Science or related field. (Master's Degree preferred)
- Push Max Weight Limit = 5-10lbs.
- Pull Max Weight Limit = 5-10lbs.
- Lift Max Weight Limit = 5-10lbs.
Job Summary
Full Time
$116k-143k (estimate)
03/31/2024
04/29/2024
spectraforce.com
Raleigh, NC
500 - 1,000
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Quotes from people on Data Scientist job description and responsibilities
Data scientists work closely with business stakeholders to understand their goals and determine how data can be used to achieve those goals.
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Data scientists are meant to use their technology and social science skills to develop different trends and manage data wisely.
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A data scientist develops software to structure the raw data.
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Data scientist will need to meet with their business stakeholders early and often to ensure that they are on the same page about the goals and deliverables of the project.
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Data scientists may spend some of their time working on ad hoc data requests, but these types of requests should only take up a small portion of their time.
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Career tips from people on Data Scientist jobs
Analyzing data from multiple angles and searching for trends that could reveal problems or opportunities.
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Data scientists lay a solid foundation to help perform all kinds of analysis.
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Data scientists are also expected to have stronger software engineering skills that data analysts.
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Business analysts are focused on reporting, just like data analysts.
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A data scientist should understand the assumptions that need to be met for each statistical test.
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Step 3: View the best colleges and universities for Data Scientist.
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