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Full-Time

Data Scientist

Posted on 7/29/2024

Ardent

Ardent

51-200 employees

Consulting firm for federal agencies' technology

Data & Analytics
Consulting
Enterprise Software

Junior, Mid, Senior

Remote in USA

Category
Data Science
Data & Analytics
Required Skills
Python
Data Science
R
Data Structures & Algorithms
SQL
Requirements
  • Ph.D. in Data Science or a related field
  • Proven experience as a Data Scientist, with 2+ years of relevant work experience
  • Proficiency in programming languages such as Python or R
  • Strong knowledge of NLP and CV libraries (e.g., spaCy, NLTK, OpenCV) and machine learning frameworks (e.g., TensorFlow, PyTorch)
  • Solid understanding of statistical analysis, hypothesis testing, and A/B testing
  • Experience with data visualization tools and libraries (e.g., Matplotlib, Seaborn, Plotly)
  • Experience with researching and developing AI/ML models
  • Familiarity with SQL and database management systems
  • Strong problem-solving skills and the ability to work independently and collaboratively
  • Excellent communication and presentation skills
  • Attention to detail and a commitment to producing high-quality work
  • Must be either U.S. Citizens or Valid Green Card holders who do not/will not require sponsorship of any kind
Responsibilities
  • Conduct in-depth analysis of unstructured data, including text and image data, to identify trends, patterns, anomalies, and biases
  • Clean, preprocess, and transform raw unstructured data into usable formats for analysis
  • Utilize NLP and CV techniques to extract insights from data
  • Research and develop AI/ML models, and algorithms focusing on NLP and CV applications
  • Fine-tune and optimize models for improved performance across metrics
  • Implement and deploy models into production systems when necessary
  • Implement explainable AI algorithms to allow stakeholders to comprehend and trust model outputs
  • Create informative and visually appealing data visualizations and dashboards to communicate findings
  • Collaborate with cross-functional teams, including engineers, product managers, and business analysts
  • Provide data-driven recommendations to support decision-making processes
  • Ensure models and AI solutions adhere to ethical guidelines and responsible AI practices
  • Monitor and mitigate biases in data and models to promote fairness and transparency
  • Stay up-to-date with the latest advancements in NLP, CV, and responsible AI
  • Apply new techniques and technologies to improve existing models and processes

Ardent Management Consulting (ArdentMC) specializes in providing technology and consulting services to federal agencies, focusing on enhancing national security and public safety. They offer services such as data science analytics, which help agencies make informed decisions and automate processes, and digital transformation, which modernizes outdated systems for better efficiency. ArdentMC stands out from competitors by delivering high-quality solutions and maintaining a strong service mindset, often securing contracts through their innovative approach. The company's goal is to improve public safety and national security through effective consulting and technology integration.

Company Stage

M&A

Total Funding

N/A

Headquarters

Reston, Virginia

Founded

2006

Growth & Insights
Headcount

6 month growth

-2%

1 year growth

-2%

2 year growth

-2%
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Simplify's Take

What believers are saying

  • Securing high-profile contracts, such as with the FBI and FAA, demonstrates ArdentMC's strong reputation and reliability in the federal sector.
  • The company's focus on digital transformation and data science analytics offers employees opportunities to work on cutting-edge projects that have significant national impact.
  • Joining Mission1st Group could provide additional resources and growth opportunities for ArdentMC employees.

What critics are saying

  • The competitive nature of government contracts means ArdentMC must continuously innovate to maintain its edge.
  • Integration challenges following the acquisition by Mission1st Group could disrupt operations and affect employee morale.

What makes Ardent unique

  • ArdentMC specializes in serving federal agencies, particularly in national security and public safety, unlike competitors who may have a broader focus.
  • Their expertise in integrating advanced technologies like IoT and cloud computing into operational dashboards sets them apart in the government technology sector.
  • ArdentMC's recent acquisition by Mission1st Group enhances its capabilities and reach, providing a competitive edge in federal IT support.

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