25 Senior Data Scientist Jobs in Columbia, MD
IntelliGenesis LLC is Hiring a Senior Data Scientist Near Columbia, MD
*This is to pipeline candidates for upcoming work to be awarded at a future date*
Job Duties:
- Involved in the analysis of structured, unstructured and semi-structured data, including latent semantic indexing (LSI), entity identification and tagging, complex event processing (CEP), and the application of analysis algorithms on distributed, clustered, and cloud-based high-performance infrastructures.
- Exercises creativity in applying non-traditional approaches to large-scale analysis of unstructured data in support of high-value use cases visualized through multi-dimensional interfaces.
- Handle processing and index requests against high-volume collections of data and high-velocity data streams. Has the ability to make discoveries in the world of big data.
- Requires strong technical and computational skills - engineering, physics, mathematics, coupled with the ability to code design, develop, and deploy sophisticated applications using advanced unstructured and semi-structured data analysis techniques and utilizing high-performance computing environments.
- Has the ability to utilize advanced tools and computational skills to interpret, connect, predict, and make discoveries in complex data and deliver recommendations for business and analytic decisions
Required Skills:
- Must be a U.S. Citizen
- TS/SCI Clearance with polygraph
- Minimum 5 years of experience
- Bachelor’s degree in Computer Science or related field
- Experiencewithsoftwaredevelopment,eitheranopen-sourceenterprisesoftwaredevelopment stack (Java/Linux/Ruby/Python) or a Windows development stack (.NET, C#, C ).
Desired Skills:
- Experience NVIDIA Technology & frameworks
- Experience with data transport and transformation APIs and technologies such as JSON, XML, XSLT, JDBC, SOAP and REST.
- Experience with Cloud-based data analysis tools including Hadoop and Mahout, Acumulo, Hive, Impala, Pig, and similar.
- Experience with visual analytic tools like Microsoft Pivot, Palantir, or Visual Analytics.
- Experience with open-source textual processing such as Lucene, Sphinx, Nutch or Solr.
- Experience with entity extraction and conceptual search technologies such as LSI, LDA, etc. Experience with machine learning, algorithm analysis, and data clustering.
- Ability to build Python scripts and packages that will be used by the data analysts. The Python scripts will use supervised and unsupervised ML (both text and image-based machine learning), natural language processing (named entity extraction, summarization, etc.), and network analysis (social network analysis, centrality analysis, dynamic network analysis).
- Expertise in maintaining and deploying a notebook-based data science environment (JupyterHub).
- Experience in advanced Python data science packages (Pandas, NetworkX, Scikit-Learn, PyTorch or TensorFlow/Keras, Matplotlib or Plotly, etc.)
Job Summary
Full Time
$114k-140k (estimate)
02/16/2024
07/20/2024
intelligenesisllc.com
Columbia, IL
100 - 200
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