Senior Data Science/Machine Learning Engineer
I
ICA.aiGovernment Services
Remote work from anywhere within the continental United StatesFull-TimeSenior
Salary$0 - $0 / year
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Job Details
- Experience
- 5+ years of overall professional experience in data science, analytics, or a related field. At least 2–3 years of hands-on experience specifically focused on Large Language Models (LLMs).
- Required Skills
- AWSPythonSQLMachine LearningData scienceNLPLLMLangChain
Requirements
- 5+ years of professional experience in data science or analytics.
- 2–3 years hands-on experience with Large Language Models (LLMs) including fine-tuning and prompt engineering.
- Bachelor’s or Master’s degree in Statistics, Mathematics, Computer Science, or Data Science.
- Coding proficiency in Python.
- Experience using statistical languages (Python, R, SQL) for data manipulation.
- Experience with Hugging Face Transformers, LangChain, or Llama Index.
- Knowledge of LLM evaluation and interpretability best practices.
- Familiarity with AWS services such as Athena, S3, Glue, SageMaker, or Bedrock.
- Knowledge of ML/data mining techniques including Deep Learning, NLP, and Time Series Analysis.
Responsibilities
- Collaborate with stakeholders to define data-driven opportunities.
- Mine and analyze complex datasets using statistical and ML approaches.
- Process data using State of the Art LLM Models and technologies.
- Develop and implement machine learning models for predictive optimization.
- Assess effectiveness of data sources and new gathering techniques.
- Present analytical solutions to technical and non-technical audiences.
- Establish processes for model monitoring, performance tracking, and reliability.
- Iterate on models to meet evolving business needs.
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