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Bizcrum Infotech
7 Bizcrum Infotech Jobs
Data Scientist - R/Python
Bizcrum Infotech
posted 3d ago
Flexible timing
Key skills for the job
We are on the lookout for a highly skilled and motivated Data Scientist with 2-3 years of substantial experience in data science to become a vital part of our rapidly growing team at Bijnis. In this role, you will work on key problems that leverage data-driven decision-making to enhance our B2B e-commerce platform. You will address complex challenges, including but not limited to personalisation, inventory management, and search optimization. If you possess a passion for tackling intricate business problems and have a keen desire to drive tangible impact, this is the opportunity for you.
Key Responsibilities:
- Utilize advanced data processing, analytical modelling, and visualisation techniques to derive deep insights from market-level supply and demand data, translating them into actionable strategies.
- Implement state-of-the-art personalization algorithms that significantly enhance user experience and engagement across our platform.
- Analyze existing data to identify new growth opportunities, guiding strategic business decisions.
- Design, build, and deploy machine learning models to create highly personalized marketing campaigns that resonate with user behaviors and preferences.
- Develop and refine search algorithms to improve relevancy and ensure that usersfind what they need with minimal friction.
- Use predictive analytics and data-driven strategies to optimise demand forecasting and streamline inventory management processes.
- Design and implement personalized promotions, discounts, and coupons that drive user engagement and retention.
- Lead the charge in proposing and implementing innovative solutions.
- Take ownership of the entire model lifecycle, from development through deployment, ensuring continuous improvement and iteration based on rigorous testing and user feedback.
- Evaluate model performance using sophisticated metrics and effectively communicate findings through compelling visualisations.
- Maintain a cutting-edge understanding of advancements in natural language processing (NLP), deep learning (DL), and other relevant domains, applying these learnings to enhance our platform.
Required Skills and Qualifications:
- Bachelor's degree in Data Science, Computer Science, Statistics, Economics, or a closely related field.
- 2-3 years of robust experience in data science, with a preference for experience within e-commerce domain.
- Advanced proficiency in programming languages such as Python or R, with a deep understanding of their application in data science.
- Extensive experience in SQL and MongoDB for efficient data extraction and manipulation.
- Strong familiarity with machine learning frameworks such as TensorFlow, PyTorch, and Scikit-learn, with hands-on experience in model development and deployment.
- Expertise in natural language processing (NLP) and deep learning (DL), with a proven track record of applying these techniques to real-world problems.
- Working understanding of data-driven product personalization and recommendation systems is preferred.
- Exceptional analytical abilities with a sharp problem-solving mindset, capable of tackling complex challenges with innovative solutions.
- Experience in deploying machine learning models on AWS, with a focus on scalability, security, and performance optimization.
- Excellent communication skills, with the ability to convey complex ideas to both technical and non-technical stakeholders. A strong team-oriented approach with the ability to collaborate effectively across departments.
Employment Type: Full Time, Permanent
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