What are the responsibilities and job description for the Data Scientist position at innovitusa?
We are looking for a Data Scientist to collect, clean, analyze, and interpret large datasets. The candidate should have knowledge of Python, SQL, statistics, machine learning, and data visualization tools to develop data-driven solutions.
Roles and Responsibilities:
- Collect, clean, and preprocess structured and unstructured data.
- Perform exploratory data analysis (EDA) to identify patterns and trends.
- Develop and implement machine learning models.
- Use statistical techniques to analyze business problems.
- Write SQL queries to extract and manipulate data from databases.
- Build dashboards and visualizations using Power BI, Tableau, or Python libraries.
- Evaluate model performance and improve accuracy.
- Collaborate with business teams, data engineers, and analysts.
- Communicate findings through reports and presentations.
Required Skills:
- Python programming
- SQL and database concepts
- Statistics and probability
- Machine Learning
- Data cleaning and preprocessing
- Pandas, NumPy, Matplotlib, and Seaborn
- Scikit-learn
- Data visualization
- Problem-solving and analytical skills
Preferred Skills:
- Deep Learning
- Natural Language Processing (NLP)
- TensorFlow or PyTorch
- Big Data technologies such as Spark
- Cloud platforms such as AWS, Azure, or Google Cloud
- Experience with model deployment and MLOps