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Gen AI Data Engineer

3 months ago

Irving, United States Incedo Inc. Full time

Title- GenAI Data Engineer

Fulltime

Location – Irving TX/Piscataway New Jersey


Role Description: Data Engineer/GenAI Data Engineer As a GenAI Developer at Incedo, you will play a critical role in shaping the future of AI by developing and deploying cutting-edge GenAI applications, specifically focusing on RAG applications. You will leverage your expertise in machine learning, deep learning, generative AI techniques, and software engineering principles to design, implement, optimize, and deploy these applications, ensuring seamless integration with existing workflows and infrastructure. Designation: GenAI Developer


Role and responsibilities


• Design, develop, and deploy scalable data pipelines for GenAI and RAG applications using Python, to ingest, transform, and load both structured and unstructured data

• Utilize Vector Databases and NoSQL databases for efficient storage and retrieval of structured and unstructured data

• Write and execute complex SQL queries to extract, transform, and load structured data

• Build and maintain ETL pipelines using tools like Pyspark to handle both structured and unstructured data

• Leverage cloud-based data warehousing and analytics solutions for structured data

• Explore and implement tools for ingesting and processing unstructured data on cloud platforms

• Apply knowledge of LangChain and prompt engineering techniques to optimize data preparation for GenAI applications

• Automate data workflows using cloud-based workflow orchestration tools (e.g., Airflow)

• Integrate data pipelines with CI/CD pipelines using Jenkins

• Monitor and maintain data pipelines for performance and stability

• Document data pipelines and processes for future reference. Technical skills requirements The candidate must demonstrate proficiency in,

• Proficiency in Python

• Experience with Vector Databases

• Strong understanding of SQL and NoSQL databases

• Experience with ETL processes and tools (Pyspark) for both structured and unstructured data

• Experience with cloud platforms (familiarity with AWS, Azure, or GCP is a plus)

• Experience with CI/CD tools (Jenkins)

• Experience working with unstructured data processing tools

• Knowledge of LangChain and prompt engineering techniques is a plus. Nice-to-have skills

• Experience working with RAG applications

• Experience with cloud-based data warehousing solutions (e.g., BigQuery, Redshift, Snowflake)

• Experience with cloud-based workflow orchestration tools (e.g., Airflow, Prefect)

• Familiarity with Kubernetes (K8S) is a welcome addition

• Google Cloud certification • Unix or Shell scripting Qualifications

• B.Tech., M.Tech. or MCA degree from a reputed university We are an Equal Opportunity Employer We value diversity at Incedo. We do not discriminate based on race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status