▷ Only 24h Left: Data Scientist
3 weeks ago
Job Description
What are the ongoing responsibilities of a Data ScientistData Collection and Preprocessing:
- Implement data collection strategies to gather relevant data from different sources.
- Clean, preprocess, and validate data to ensure accuracy and reliability for subsequent analysis.
- Assist in maintaining and enhancing data pipelines in collaboration with data engineering teams.
Statistical Analysis:
- Perform exploratory data analysis to identify trends, patterns, and insights within datasets.
- Apply basic statistical techniques to test hypotheses, validate assumptions, and draw conclusions from data.
Machine Learning and AI Model Development:
- Develop and optimize machine learning models to address business problems and improve processes.
- Explore and apply Generative AI techniques under the supervision of senior team members to contribute to innovative solutions.
- Assist in model evaluation, validation, and deployment, monitoring performance and making adjustments as needed.
Understanding Human Behavior for AI Applications:
- Analyze data related to human behavior to help develop models that predict and influence outcomes.
- Work with domain experts to incorporate insights into AI models, enhancing their relevance and accuracy.
Data Engineering Collaboration:
- Collaborate with data engineering teams to ensure smooth integration of models into existing data systems.
- Contribute to designing and implementing scalable data storage solutions.
Cross-functional Collaboration:
- Work with product management, marketing, and business stakeholders to understand requirements and provide data-driven insights.
- Communicate analytical concepts and insights effectively to non-technical stakeholders through reports and visualizations.
Continuous Learning and Innovation:
- Stay updated on the latest developments in data science, machine learning, and AI technologies.
- Experiment with new methodologies and tools to enhance project outcomes and expand your skill set.
What ideal qualifications, skills & experience would help someone to be Successful
- Master s or Bachelor s degree in Statistics, Mathematics, Econometrics, Computer Science, Engineering, or related disciplines
- 2-4 years of experience in data science, predictive modeling, and machine learning.
- Proficiency in Python, R, or SQL, with hands-on experience in data analysis and model development.
- Basic knowledge of Generative AI models and their applications
- Ability to translate business problems into analytical tasks.
- Skill in explaining statistical and machine learning techniques to business partners.
- Experience in creating data-driven stories and insights.
- Proficiency in handling large datasets, including data cleansing, manipulation, and mining.
- Capability to tackle ambiguous challenges with a problem-solving mindset.
- Curiosity and willingness to learn independently.
- Strong written and verbal communication skills.
- Effective organizational and planning abilities
- Ability to work well under pressure and adapt in a dynamic environment.
- Team-oriented approach with a capacity to work independently when needed.
- Strong interpersonal skills and the ability to build relationships with colleagues and stakeholders
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