BigStep Technologies

2 weeks ago


Gurugram, India BigStep Technologies Full time

Key Responsibilities : - Build, scale, and maintain robust data solutions to support business objectives.- Design, implement, and optimize high-performance data pipelines (extraction, loading, transformation, and orchestration) with scalability, reliability, and speed.- Lead end-to-end software development projects involving large language models (LLMs), retrieval-augmented generation (RAG) frameworks, and other AI technologies.- Champion modern software engineering practices such as CI/CD, infrastructure-as-code, containerization, and cloud-native deployments.- Collaborate with business stakeholders to transform use cases into production-ready services and solutions, owning systems from concept to production.- Implement rigorous testing and monitoring practices to ensure superior data quality and integrity.- Mentor and guide junior team members, fostering a culture of excellence and continuous & Certifications : - Bachelors degree or higher in a STEM field (Computer Science, Math, Physics, Engineering, or related), required.- Advanced degree in Computer Science or related field, Experience : - 5 to 7 years of total professional experience.- 3 to 5 years of experience in Data Engineering or a related discipline with a proven track record of success.- Experience in financial services or product development environments is a strong Skills & Competencies : - Expertise in Python and SQL with strong data manipulation and analysis skills.- Proficiency with Databricks/PySpark and dbt for data warehousing and transformation.- Hands-on experience with workflow orchestration tools (e.g., Airflow, Temporal).- Experience working with LLMs, prompt engineering, RAG frameworks, and vector databases.- Knowledge of machine learning fundamentals, feature engineering, and knowledge graphs is an advantage.- Strong experience in designing and implementing complex data systems from scratch.- Ability to handle large-scale data projects including ETL, data cleaning, and information retrieval.- Strong communication skills (verbal and written). (ref:hirist.tech)


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