Data Science Professional
5 days ago
At DataCouch, we're seeking a talented Data Science Professional to drive our core strategic decisions with advanced analytics. As a key member of our team, you'll harness the power of machine learning to solve complex challenges and propel business success.
Key Responsibilities:
- Develop, train, and implement predictive models and algorithms to drive business solutions.
- Analyze complex data sets to identify trends, patterns, and insights that inform business decisions.
- Perform data mining to discover data patterns and trends.
- Develop and maintain advanced reporting and analytics dashboards and other business intelligence solutions.
- Collaborate with stakeholders to gather requirements and deliver reports and analyses that meet business needs.
- Provide support for analytics initiatives by cleaning and structuring data appropriately.
- Stay updated with industry trends and advancements in data analytics and visualization technologies.
- Collaborate with cross-functional teams to understand business needs and provide data-driven solutions.
- Evaluate model performance and iteratively improve on existing methodologies.
- Document and present model processes, insights, and recommendations to stakeholders.
Requirements:
- Bachelor's and Master's degrees in Data Science, Computer Science, Statistics, or a related field.
- Proficient in Python and familiar with key data science libraries (Pandas, Scikit-Learn, TensorFlow, or PyTorch).
- Strong understanding of complex machine learning algorithms, including decision trees, random forests, and gradient boosting machines.
- Competence in data preprocessing, cleaning, and analysis.
- Familiarity with data cleaning, transformation, and preprocessing techniques.
- Experience with SQL and possibly some NoSQL databases for data querying and manipulation.
- Basic knowledge of data visualization tools like Matplotlib and Seaborn.
- Strong skills in SQL for data extraction and the ability to work with complex database systems.
- Advanced knowledge of analytical tools and software, such as Excel, Tableau, or more specialized software depending on the industry.
- Experience with data visualization and the ability to create interactive dashboards.
- Vast knowledge of NLP, Deep Learning, Machine Learning, and genAI with implementation knowledge (LLM, fine tuning, RAG implementation) and many more.
- Familiarity with cloud services (AWS, Azure, Google Cloud) for data processing and storage.
- 2-3 years of experience in a data science or related role.
- Proven track record of developing and deploying machine learning models to solve business problems.
- Experience in projects that involve complex data structures and large-scale datasets.
- Exposure to model validation and implementation in a production environment.
- Demonstrated experience in analyzing large datasets and delivering actionable insights.
- Proven track record of effectively communicating findings to help inform business decisions.
- Experience in performing statistical analysis, forecasting, and establishing data structures that optimize analytical capabilities.
Soft Skills:
- Strong problem-solving skills with a capability to work through complex issues using a logical and analytical approach.
- Good communication skills to effectively articulate insights and technical details to non-technical stakeholders.
- Ability to work collaboratively in team settings and manage project timelines effectively.
- Strong attention to detail with the capability to work on multiple projects simultaneously.
- Effective communication skills capable of presenting complex information in an understandable and compelling manner.
- Collaboration skills to work effectively with both technical teams and business units.
Benefits:
- Performance Bonuses: Additional 10% to 20% of the base salary based on performance.
- Additional Perks: Health insurance, professional development opportunities, and flexible working hours.
Why Join Us:
- Work with a globally recognized team on cutting-edge AI/ML projects.
- Be a part of a culture that values curiosity, continuous learning, and impact.
- Opportunity to collaborate with Fortune 500 clients and industry leaders.
- Grow your career by becoming an instructor and sharing your knowledge worldwide.
Join us in driving the future of AI and Data Science.
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