Source description
About the role
Job Summary:
The ideal candidate will have a strong background in data analysis, machine learning, and statistical modeling , along with the ability to derive actionable insights from complex data sets.
Responsibilities
-
Data Collection and Preprocessing:
-
Acquire, clean, and preprocess data from various sources to ensure data quality and reliability.
-
Work with big data technologies and tools for efficient data processing.
-
Exploratory Data Analysis (EDA):
-
Conduct exploratory data analysis to understand data patterns, trends, and anomalies.
-
Identify relevant variables and features for further analysis.
-
Statistical Modeling and Machine Learning:
-
Develop and implement statistical models and machine learning algorithms to solve business problems.
-
Perform predictive modeling , classification, clustering, and regression analysis as needed.
-
Evaluate model performance and make improvements using techniques like cross-validation and hyperparameter tuning.
-
Collaboration and Communication:
-
Collaborate with cross-functional teams, including data engineers, business analysts, and software developers.
-
Communicate technical concepts and results to non-technical stakeholders in a clear and understandable manner.
-
Provide guidance and support to team members on data-related tasks and projects.
Qualifications
-
Bachelor's or Master's degree in Data Science , Computer Science, Statistics, or a related field.
-
Proven experience in data analysis, machine learning, and statistical modeling .
-
Proficiency in programming languages such as Python, R, or SQL.
-
Familiarity with GenAI and implementing LLM
-
Familiarity with machine learning libraries/frameworks (e.g., TensorFlow, scikit-learn, PyTorch ).
-
Experience with big data platforms (e.g., Hadoop, Spark) and cloud services (e.g., AWS, Azure) is a plus.
-
Strong analytical and problem-solving skills with attention to detail.
-
Excellent communication and collaboration abilities.
-
Ability to work independently and manage multiple projects simultaneously.
More at Bahwan CyberTek