Augment Jobs

Data Scientist

Augment Jobs Austin, TX

Position Overview: We are seeking a talented and experienced Data Scientist to join our team. As a Data Scientist, you will leverage your expertise in data analysis, machine learning, and statistical modeling to extract insights from complex data sets and drive actionable recommendations. You will play a key role in solving business problems, optimizing processes, and enhancing decision-making across the organization.

Roles And Responsibilities

  • Data Exploration and Analysis:
    • Collect, clean, and preprocess large volumes of structured and unstructured data from multiple sources.
    • Perform exploratory data analysis to understand patterns, trends, and relationships within the data.
    • Apply statistical techniques and hypothesis testing to derive meaningful insights and validate assumptions.
  • Machine Learning and Modeling:
    • Develop and deploy machine learning models to solve predictive and prescriptive analytics problems.
    • Select appropriate algorithms and techniques based on the nature of the data and business objectives.
    • Evaluate model performance, fine-tune parameters, and iterate to improve accuracy and reliability.
  • Data Visualization and Communication:
    • Create visualizations and dashboards to effectively communicate findings and insights to stakeholders.
    • Present complex technical concepts and analytical results to non-technical audiences in a clear and concise manner.
    • Collaborate with cross-functional teams to integrate data-driven solutions into business processes and decision-making.
  • Experimentation and Optimization:
    • Design and execute experiments to test hypotheses and optimize business processes or product features.
    • Analyze A/B test results and provide recommendations for continuous improvement and optimization.
    • Work closely with product management and engineering teams to implement data-driven solutions in production.
  • Continuous Learning and Development:
    • Stay updated with the latest trends, tools, and techniques in data science and machine learning.
    • Share knowledge and best practices within the team and contribute to the broader data science community.
    • Mentor junior team members and collaborate on projects to foster a culture of learning and innovation.
Skills And Qualifications

  • Proven experience (X+ years) as a Data Scientist or similar role, with a strong background in data analysis, machine learning, and statistical modeling.
  • Proficiency in programming languages and tools commonly used in data science (e.g., Python, R, SQL, TensorFlow, PyTorch).
  • Solid understanding of data manipulation, feature engineering, and data preprocessing techniques.
  • Experience with data visualization tools (e.g., Tableau, Power BI) and storytelling with data.
  • Strong analytical and problem-solving skills, with the ability to translate complex data into actionable insights.
  • Excellent communication and collaboration skills, with the ability to work effectively in cross-functional teams.

Education

  • Bachelor’s degree in Computer Science, Statistics, Mathematics, Engineering, or a related field; advanced degree (e.g., Master’s, PhD) in a quantitative discipline is preferred.

Additional Attributes

  • Curiosity and passion for exploring data to uncover hidden patterns and solve challenging problems.
  • Ability to thrive in a fast-paced, dynamic environment and manage multiple projects concurrently.
  • Detail-oriented and results-driven, with a focus on delivering impactful solutions that drive business outcomes.

This job description outlines the critical responsibilities and qualifications expected of a Data Scientist role, emphasizing expertise in data analysis, machine learning, modeling, visualization, communication, and continuous learning. Adjustments can be made based on specific company needs, industry focus, and organizational structure.
  • Seniority level

    Entry level
  • Employment type

    Full-time
  • Job function

    Engineering and Information Technology
  • Industries

    IT Services and IT Consulting

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