Solytics Partners - Senior Data Engineer - Machine Learning/Artificial Intelligence

About Us : Solytics Partners provide products and services to BFSI and Healthcare firms. We use AI/ML& cutting-edge technology to develop next generation solutions or provide efficient services. We have strong team of PHDs in AI/ML and experts in BFSI, and healthcare industry. Our regulatory compliant solutions and services enable leading corporations and institutions to create and sustain competitive advantage. Job Summary : We are seeking an experienced AI/ML Data Engineer with 5 years of hands-on experience in developing and implementing AI and machine learning use cases. The ideal candidate will possess strong programming skills in Python and have a passion for leveraging data to solve complex problems in the banking and fintech domain. This role focuses on data preparation, pipeline creation, and ensuring data accessibility for AI/ML initiatives. Job Description : - Design, develop, and maintain scalable data pipelines that support the ingestion and processing of large datasets for AI/ML applications. - Collaborate with data scientists and business stakeholders to identify and define AI/ML use cases that drive value. - Clean, preprocess, and transform raw data into structured formats suitable for analysis and machine learning tasks. - Work closely with data scientists to ensure data is optimized for AI/ML use cases. - Ensure data quality, integrity, and availability for AI/ML initiatives. - Conduct exploratory data analysis to inform model development and feature engineering. - Optimize machine learning models for performance and scalability, utilizing best practices in model evaluation and selection. - Monitor data pipelines and AI/ML processes to ensure reliability and performance. - Troubleshoot and resolve data-related issues, ensuring data integrity throughout the pipeline. Key Requirements : - Bachelor's or Master's degree in Computer Science, Data Science or a related field. - 5 years of experience as a Data Engineer, with a strong focus on AI/ML applications. - Proficiency in Python for data manipulation and processing. - Experience with data pipeline tools (e., Apache Airflow, Luigi, or similar). - Solid understanding of data architecture, data modelling, and ETL processes. - Familiarity with cloud platforms (e., AWS, Azure, GCP) and containerization technologies (e. , Docker, Kubernetes) is a plus. - Experience in the banking or fintech industry is highly desirable. - Knowledge of SQL and NoSQL databases for data querying and management. - Familiarity with machine learning frameworks (e., TensorFlow, PyTorch) is a plus, but not required (ref:hirist.tech)

Location: pune, IN

Posted Date: 11/22/2024