Python Developer with AI
Type of hire: Fulltime
We are looking for a highly skilled and enthusiastic Python Developer with a strong background in Artificial Intelligence to join our dynamic team at Genpact. In this role, you will be instrumental in designing, developing, and deploying cutting‑edge AI/ML solutions that drive business value. You will work on end‑to‑end ML workflows, from data ingestion and feature engineering to model deployment and monitoring, contributing significantly to our advanced analytics capabilities.
Responsibilities
- Design, develop, and implement robust and scalable AI/ML applications using Python.
- Develop data processing pipelines, leveraging PySpark for large‑scale data transformation and analysis.
- Write efficient SQL queries to extract, manipulate, and analyze data from various relational databases.
- Collaborate with data scientists and business stakeholders to understand requirements and translate them into technical specifications.
- Implement and optimize machine learning algorithms, focusing on performance, scalability, and interpretability.
- Develop and manage data ingestion and feature engineering pipelines, ensuring data quality and readiness for model training.
- Contribute to the implementation of end‑to‑end ML workflows, including model development, validation, deployment, and monitoring.
- Utilize tools and practices for model management (e.g., MLflow), version control for ML models, and CI/CD pipelines to ensure reproducibility and efficient deployment.
- Participate in code reviews, ensuring best practices for code quality, security, and maintainability.
- Monitor model performance, detect drift, and implement strategies for continuous model retraining and improvement.
- Explore and integrate new technologies and methodologies to enhance our AI capabilities.
- Ensure compliance with model risk management (MRM) requirements and established governance frameworks.
Qualification
- Bachelor's degree in computer science, engineering, data science, or a related field.
- 3+ years of professional experience in software development with a strong focus on Python .
- Proficiency in writing and optimizing complex SQL queries for data manipulation and analysis.
- Demonstrable experience with PySpark for distributed data processing and ETL operations.
- Solid understanding of machine learning principles, algorithms, and AI concepts.
- Experience with common Python ML/AI libraries (e.g., scikit‑learn, TensorFlow, PyTorch).
- Familiarity with version control systems (e.g., Git).
- Strong problem‑solving skills and the ability to work independently and as part of a team.
- Excellent communication skills to articulate technical concepts to both technical and non‑technical audiences.
Good to Have
- Experience with Graph Databases (e.g., Neo4j, Amazon Neptune) and graph algorithms.
- Familiarity with cloud platforms (AWS, Azure, GCP) and their AI/ML services.
- Experience with MLOps practices, CI/CD pipelines for ML, and tools like MLflow.
- Knowledge of data governance practices, including concepts like Unity Catalog.
- Experience with model validation frameworks and monitoring tools for model performance and drift.
Genpact is an Equal Opportunity Employer and considers applicants for all positions without regard to race, color, religion or belief, sex, age, national origin, citizenship status, marital status, military/veteran status, genetic information, sexual orientation, gender identity, physical or mental disability or any other characteristic protected by applicable laws. Genpact is committed to creating a dynamic work environment that values respect and integrity, customer focus, and innovation.
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