What are the responsibilities and job description for the Data Scientist 2 position at 4pconsultinginc?
Position : Data Scientist (5 to 10 Years of Experience)
US Citizen / Greencard Preferred.
Overview :
A Data Scientist with 5 to 10 years of experience plays a pivotal role in leveraging data to uncover actionable insights, create predictive models, and drive informed decision-making within an organization. This role requires expertise in advanced analytics, machine learning, and problem-solving to extract meaningful value from large and complex datasets.
Key Responsibilities :
Data Analysis
Collect, clean, and analyze complex datasets to identify trends, patterns, and actionable insights.
- Apply statistical techniques to derive meaningful information from data.
Predictive Modeling
Develop and deploy machine learning models to forecast trends, behaviors, and outcomes.
Data Visualization
Design and present compelling visualizations to communicate findings effectively to technical and non-technical audiences using tools like Tableau, Power BI, or Python libraries.
Hypothesis Testing
Formulate and validate hypotheses to support data-driven business decisions.
Feature Engineering
Engineer and optimize features to enhance the performance of machine learning models.
Algorithm Development
Build, test, and fine-tune algorithms, including decision trees, random forests, neural networks, and more, tailored to specific challenges.
Data Integration
Collaborate with IT teams to integrate and access data from diverse sources and data warehouses.
Model Deployment
Implement machine learning models in production to support real-time decision-making.
A / B Testing
Design and analyze A / B tests to evaluate the impact of interventions and enhancements.
Data Ethics
Ensure adherence to ethical data practices, including privacy standards and compliance with data protection regulations.
Cross-functional Collaboration
Partner with engineers, business analysts, and domain experts to align data initiatives with organizational goals.
Mentorship
Mentor and guide junior data scientists and analysts to foster their professional development.
Continuous Learning
Stay abreast of the latest tools, techniques, and trends in data science through ongoing education and professional development.
Qualifications : Education :
Bachelor's degree in a quantitative field (e.g., Computer Science, Statistics, Mathematics, Engineering). A Master's or Ph.D. is preferred.
Experience :
5 to 10 years of hands-on experience in data science, including machine learning and statistical analysis.
Technical Skills :
Proficiency in programming languages such as Python, R, or Julia.
Soft Skills :
Excellent problem-solving and critical-thinking abilities.
Ethics and Compliance :
Knowledge of data privacy, ethical considerations, and compliance frameworks.
Summary :
A seasoned Data Scientist with 5 to 10 years of experience is an invaluable contributor to any organization. This professional combines technical expertise, advanced analytics, and strategic thinking to transform data into actionable insights, optimize decision-making, and mentor emerging talent, ensuring sustainable growth in data-driven operations.
