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Job Description: Senior AI/ML Data Scientist- job post
Centurion Consulting Group
4.2
4.2 out of 5 stars
Remote
Centurion Consulting Group
Remote

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Profile insights
Here’s how the job qualifications align with your profile.
Skills

Data analysis skills
 (Required)

AI
 (Required)

spaCy

Wolfram Mathematica

Unsupervised learning

TensorFlow

Supervised learning

Spark

Research

PyTorch

Pandas

Oracle

NumPy

Natural language processing

Model deployment

Microsoft SQL Server

Matplotlib

Machine learning frameworks

MLOps

IT

Hadoop

GPU programming

DevOps

Database management

DB2

Contracts

Apache Hive

Analysis skills

AI chatbots

Software deployment

SQLite

SQL

Python

PostgreSQL

MySQL

HTML

Git

Generative AI

AWS
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Education

Bachelor's degree
 
Full job description
Centurion Consulting Group is currently seeking a AI/ML Data Scientist for one of our federal clients located in Woodlawn, MD.

Key Required Skills:
Strong knowledge of AI/ML/LLM, RAG LLM, Python, NLP, Generative AI.
Position Description:

Job Duties:

Hands on experience in Python,RAG LLM, NLP, ML and Generative AI
Understand real world challenges and develop automated data solutions
Develop, test, and deploy new techniques for NLP understanding
Scalable development/deployment of ML and Generative AI approaches (such as Large Language Models (LLMs)
Train and optimize NLP/LLM models and create Python based pipelines
Determine the nature of analytic problems, evaluate options, and offer recommendations for resolution.
Advise on the methods and data needed and/or available to evaluate the (intelligence or data) problem.
Collaborate with data collectors and analysts to identify and close gaps on complex monitoring problems.
Provide accurate, timely, complex, and sophisticated data analysis.
Technical Skills

Minimum 8 Year (s) of Data Scientist experience
Must be able to obtain and maintain a Public Trust. Contract requirement.
Experience with Natural Language Processing (NLP), Generative AI and Large Language Models (LLM)
Fluency in Python Programming, version control and collaboration with GIT, standard Python packages (ex. Pandas, numpy, matplotlib) and ML frameworks
Knowledge of TensorFlow, PyTorch, Pandas, scikit-learn, NLTK, Azure ML (optional), Amazon Web Services EC2.
Experience with scalable data engineering frameworks such as Apache Spark and orchestration frameworks such as Airflow, and/or experience with semantic search.
Expert knowledge in conducting data analysis and applying advanced statistical concepts and ML methods to build, train, test, and evaluate a variety of supervised and unsupervised analytic models
Experience with ML model deployment and operations like DevOps, MLOps, LLMOps.
Experience with NLP and Generative AI libraries like regular expressions (e.g., spacy, langchain), text annotation tools and semantic frameworks.
Ability to clean and process large amounts of real-world data.
Experience retrieving and manipulating data from a variety of data sources included DB2, Oracle, SQL Server, Hadoop and flat files.
Experience with database management systems (e.g., PostgresSQL, MySQL, SQLite, SQL, etc.)
Excellent analytical skills to identify potential risks and propose effective solutions.
Excellent problem-solving skills, ability to collaborate with cross-functional teams and proven communication in written and verbal formats to various audiences to include executive leadership.
Desired Skills

Prior experience with federal or state governments IT projects.
Industry experience preferred
Experience building AI chatbot.
Experience with, or the ability and willingness to learn distributed processing via the Hadoop ecosystem, i.e., Spark, Impala and Hive.
Experience working in an analytical research environment.
Experience in parallel processing such as GPU programming with CUDA
Experience with Mathematica
Experience using markup languages such as LaTeX, HTML, etc.
Experience with Natural Language Processing for anomaly detection
Education

Bachelor’s degree with 12+ years of experience
Clearance: Must be able to obtain and maintain a Public Trust. Contract requirement
US Citizenship or Authorization to work in US required
Travel: < 10% (CONUS)
Centurion Consulting Group, LLC is an Equal Opportunity Employer EOE M/F/D/V
No third parties or subcontractors
REF: JOB-5243