We are seeking an experienced Senior Data Scientist to join our dynamic team, leveraging advanced data science techniques and cutting-edge technologies to drive actionable insights from complex datasets. As a Senior Data Scientist, you will play a key role in developing and deploying machine learning models, particularly focusing on classic ML methodologies, text preprocessing, and statistical analysis. You will work extensively with Python, LLM (Language Model), prompt engineering techniques, and various Google Cloud tools such as BigQuery, Dataflow, and PySpark.
responsibilities :
Design, develop, and implement machine learning models and algorithms for various predictive and optimization tasks.
Conduct exploratory data analysis, feature engineering, and text preprocessing to prepare data for modeling and analysis.
Collaborate with cross-functional teams to understand business objectives and translate them into analytical solutions.
Utilize statistical techniques to derive insights and validate model performance.
Employ prompt engineering methods to optimize natural language processing (NLP) models.
Leverage Google Cloud services such as BigQuery, Dataflow, and PySpark for data processing and analysis tasks.
Develop and maintain scalable data pipelines for data ingestion, transformation, and model deployment.
Drive innovation by exploring and integrating emerging technologies and methodologies in data science.
requirements-expected :
Proven experience (5+ years) in developing and deploying machine learning models using classic ML techniques.
Strong proficiency in Python programming and popular libraries (e.g., Pandas, NumPy, scikit-learn) for data manipulation and modeling.
Extensive knowledge and practical experience in text preprocessing and NLP techniques.
Solid understanding of statistical analysis and hypothesis testing.
Experience with LLM (Language Model) and prompt engineering techniques.
Proficiency in working with Google Cloud Platform (GCP) services, particularly BigQuery, Dataflow, and PySpark.
Ability to work independently, manage multiple projects simultaneously, and collaborate effectively within a team environment.
Excellent problem-solving skills and a strong analytical mindset.
Effective communication skills with the ability to explain complex concepts to technical and non-technical stakeholders.
