Job Description
- Johnson Service Group (JSG) is a nationally recognized professional staffing and recruiting firm that is looking for an experienced Data Scientist to fill a thirteen-month assignment in the Forest Park, GA area.
This position may require some bending, lifting, climbing, prolonged sitting, prolonged walking, walking on gravel or crawling when necessary.
Date: 09/24/2024
Job Title: Data Scientist
Work Location: Forest Park, GA
Requirements
- Qualifications: Bachelor's degree in a quantitative field (e.g., Computer Science, Statistics, Mathematics, Engineering); a Master's or Ph.D. is a plus
- 5 to 10 years of experience in data science, including machine learning and statistical analysis
- Responsible for leveraging data to uncover insights, create predictive models, and drive data-driven decision-making
- This role involves advanced analytics, machine learning, and strong problem-solving skills to extract actionable information from large datasets
- Key Responsibilities: Data Analysis: Collect, clean, and analyze complex datasets to identify trends, patterns, and actionable insights
- Use statistical techniques to uncover meaningful information from data
- Predictive Modeling: Develop and deploy machine learning models to predict future trends, behaviors, and outcomes
- Apply regression analysis, clustering, classification, and other modeling techniques
- Create compelling data visualizations to communicate findings effectively to both technical and non-technical stakeholders using tools like Tableau & Power BI or Python libraries
- Hypothesis Testing: Formulate and test hypotheses, providing statistical validation for business decisions and recommendations
- Feature Engineering: Engineer and select relevant features for machine learning models, enhancing their predictive power
- Algorithm Development: Build and fine-tune machine learning algorithms, such as decision trees, random forests, neural networks, and more, depending on the specific problem
- Data Integration: Collaborate with IT and database administrators to integrate and access data from various sources and data warehouses
- Model Deployment: Deploy machine learning models in production environments to support real-time decision-making
- A/B Testing: Design and analyze
- A/B tests to measure the impact of changes and improvements
- Data Ethics: Ensure ethical data practices, including privacy and compliance with data protection regulations
- Cross-functional Collaboration: Collaborate with cross-functional teams, including engineers, business analysts, and domain experts, to understand business requirements and align data science initiatives with organizational goals
- Mentorship: Provide guidance and mentorship to junior data scientists and analysts, fostering their professional growth
- Continuous Learning: Stay updated on the latest data science tools, techniques, and trends through ongoing professional development
- Proficiency in data analysis tools and programming languages such as Python, R, or Julia. Strong knowledge of machine learning algorithms and their applications. Experience with data visualization tools like Tableau, Power BI, or data visualization libraries in Python (e.g., Matplotlib, Seaborn)
- Solid understanding of databases and data manipulation using SQL
- Excellent problem-solving and critical thinking skills
- Strong communication skills to convey complex findings and insights to both technical and non-technical stakeholders
- Familiarity with big data technologies and distributed computing frameworks is a plus (e.g., Hadoop, Spark)
- Knowledge of data ethics, privacy, and compliance considerations
Is this position supporting a government-related project? No
Does this position require driving (excluding commute)? No
Does this position require personal protective equipment (PPE)? No
Estimated Start Date: 11/01/2024
Estimated Duration of Job Assignment: 12/31/2025
- Johnson Service Group (JSG) is an Equal Opportunity Employer. JSG provides equal employment opportunities to all applicants and employees without regard to race, color, religion, sex, age, sexual orientation, gender identity, national origin, disability, marital status, protected veteran status, or any other characteristic protected by law. #D650
Job Requirements
Statistical analysis, Create predictive models, Machine learning, Identify trends and patterns, Tableau, Power BI, Formulate and test hypotheses, Algorithm development, Data integration, A/B testing,