Position:
- Data Scientist
Company:
- FinInfocom Pvt. Ltd.
Location:
- India
Job Type:
- Full-time
Job Mode:
- Remote
Job Requisition ID:
- Not provided
Years of Experience:
- 6 months relevant internship experience works
Company Description:
- About Us:
- Leading in Restaurant Technology:
- Specializes in providing POS, kiosks, and digital ordering solutions.
- Mission:
- Empower restaurants with cutting-edge technology.
- Focus:
- Streamline restaurant operations.
- Enhance customer experiences.
- Expansion:
- Developing AI-driven dynamic pricing functionality.
- AI-driven Dynamic Pricing:
- Optimize pricing based on:
- Demand
- Season
- Stock
- Events
- Weather
- Competition
- Optimize pricing based on:
- Leading in Restaurant Technology:
Profile Overview:
- Role:
- Data Scientist to join a dynamic team.
- Crucial role in developing and deploying machine learning models for AI-driven dynamic pricing.
- Collaboration:
- Work closely with:
- Software developers
- Business analysts
- Work closely with:
- Impact:
- Create impactful solutions.
- Drive business value for clients.
- Flexibility:
- Part-time or full-time role.
- Fully remote position.
Key Responsibilities:
- Machine Learning Models:
- Develop and implement models for dynamic pricing using:
- Historical sales data
- Inventory levels
- Weather forecasts
- Local events
- Competitor pricing
- Develop and implement models for dynamic pricing using:
- Data Processing:
- Perform data preprocessing.
- Feature engineering.
- Exploratory data analysis (EDA) to derive actionable insights.
- Data Integration:
- Collaborate with data engineers.
- Ensure seamless data integration from various sources into MySQL database.
- AWS Infrastructure:
- Utilize AWS services:
- S3
- Glue
- SageMaker
- Model training, deployment, and scaling.
- Utilize AWS services:
- API Development:
- Create and maintain Python APIs using:
- Flask
- FastAPI
- Serve pricing recommendations.
- Create and maintain Python APIs using:
- Model Monitoring:
- Monitor model performance.
- Conduct periodic retraining and optimization.
- Ensure accuracy and relevance.
- Documentation:
- Document the modeling process:
- From data collection to model deployment.
- Communicate findings to stakeholders.
- Document the modeling process:
Qualifications:
- Experience:
- Proven experience as a Data Scientist (6 months relevant internship experience works).
- Focus on machine learning and predictive modeling.
- Programming Skills:
- Strong proficiency in Python.
- Libraries:
- Pandas
- NumPy
- Scikit-learn
- TensorFlow
- PyTorch
- Database Knowledge:
- Experience with SQL.
- Working knowledge of MySQL or similar relational databases.
- AWS Services:
- Hands-on experience with:
- S3
- Glue
- SageMaker
- Lambda
- EC2
- Hands-on experience with:
- API Development:
- Familiarity with RESTful API development.
- Using frameworks:
- Flask
- FastAPI
- Skills:
- Excellent analytical and problem-solving skills.
- Strong communication abilities.
- Ability to work collaboratively in a fast-paced, cross-functional team environment.
Preferred Qualifications:
- Big Data Technologies:
- Familiarity with Apache Spark.
What We Offer:
- Competitive Salary:
- Negotiable.
- Innovative Projects:
- Work on cutting-edge technology projects.
- Work Environment:
- Collaborative and inclusive.
- Professional Development:
- Opportunities for career growth.
- Remote Position:
- Fully remote work setup.
How to Apply:
- Application Submission:
- Interested candidates:
- Submit resume and cover letter.
- Details:
- Relevant experience.
- Why they are a good fit for this role.
- Send to:
- Email: sam@grafterr.com
- Interested candidates:
Please email at sam@grafterr.com to apply with the details mentioned above.
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