Senior Data Scientist
S
SeekrArtificial Intelligence
United StatesFull-TimeSenior
Salary not disclosed
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Job Details
- Languages
- English
- Required Skills
- GraphQLPythonArtificial IntelligenceKerasMachine LearningPyTorchAlgorithmsData StructuresFastAPITensorflow
Requirements
- Graduate degree in Computer Science with a strong background in machine learning
- Strong problem-solving abilities, solid background in algorithms and data structures
- Comfortable interacting with customers and subject matter experts
- Familiar with generative AI concepts like RAG, prompt engineering, agents, structured output, multi-modal LLMs, various embedding models
- Strong programming skills in Python
- Experience working with or in the DoD, US Intelligence Community, or US Federal Civilian agencies
- Solid knowledge of machine learning tools (eg. scikit-learn, tensorflow, keras, pytorch, Spark MLlib)
- Solid knowledge of LLM Frameworks such as LangChain, LlamaIndex, pydantic Transformers
- Familiarity with common APIs including OpenAI, GraphQL, FastAPI
- Familiarity with Databases and Retrieval Augmented Generation (RAG) technologies such as Pinecone, FAISS, OpenSearch, and Neo4j
- Experience with interactive machine learning (eg. active learning, reinforcement learning, machine teaching) a plus but not required
Responsibilities
- Design, implement, and deploy machine learning algorithms for USG customers
- Design and develop prototype solutions incorporating generative and predictive capabilities
- Serve as subject matter expert on cutting-edge generative techniques
- Design, implement, and manage machine learning data pipelines
- Conduct research and development on agentic integration of capabilities
- Interact directly with customers and subject matter experts
- Manage machine learning algorithm lifecycle
- Support pre-sales efforts
- Coordinate data collection and annotation efforts
- Design and implement tests for machine learning algorithm effectiveness and performance monitoring
- Research and development on cutting-edge machine learning technologies
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