Job
Description
Job Overview We are seeking a skilled Data Engineer to join our team. The successful candidate will be responsible for maintaining and optimizing data pipelines, implementing robust data checks, and ensuring the accuracy and integrity of data flows. This role is critical in supporting data-driven decision-making processes, especially in the context of our insurance-focused business operations. Key Responsibilities Data Collection and Acquisition: Source Identification, Data Licensing and Compliance, Data Crawling/Collection Data Preprocessing and Cleaning: Data Cleaning, Text Tokenization, Normalization, Noise Filtering Data Transformation and Feature Engineering: Text Embedding, Text Augmentation, Handling Multilingual Data Data Pipeline Development: Scalable Pipelines, ETL Processes, Automation Data Storage and Management: Data Warehousing, Database Optimization, Version Control Collaboration with Data Scientists and ML Engineers: Data Accessibility, Support for Model Development, Data Quality Assurance Performance Optimization and Scaling: Efficient Data Handling, Distributed Computing Data Security and Privacy: Data Anonymization, Compliance with Regulations Documentation and Reporting: Data Pipeline Documentation, Reporting Candidate Profile 6 -10 years of relevant experience in data engineering tools Tools: Data Processing & Storage: Apache Spark, Apache Hadoop, Apache Kafka, Google BigQuery, AWS S3, Databricks Machine Learning Frameworks: TensorFlow, PyTorch, Hugging Face Transformers, scikit-learn Data Pipelines & Automation: Apache Airflow, Kubeflow, Luigi Version Control & Collaboration: Git, DVC (Data Version Control) Data Extraction: BeautifulSoup, Scrapy, APIs (RESTful, GraphQL) What We Offer EXL Analytics offers an exciting, fast paced and innovative environment, which brings together a group of sharp and entrepreneurial professionals who are eager to influence business decisions. From your very first day, you get an opportunity to work closely with highly experienced, world class analytics consultants. You can expect to learn many aspects of businesses that our clients engage in. You will also learn effective teamwork and time-management skills - key aspects for personal and professional growth Analytics requires different skill sets at different levels within the organization. At EXL Analytics, we invest heavily in training you in all aspects of analytics as well as in leading analytical tools and techniques. We provide guidance/ coaching to every employee through our mentoring program wherein every junior level employee is assigned a senior level professional as advisors. Sky is the limit for our team members. The unique experiences gathered at EXL Analytics sets the stage for further growth and development in our company and beyond Show more Show less
