Backend Software Engineer

1 week ago

Bengaluru, India whitetable.ai Full time

Job Description :The Idea Tribe is seeking a Backend Software Engineer with strong expertise in Graph Databases and Machine Learning to join our mission of revolutionizing skill visibility and career growth through AI-driven solutions. You will be instrumental in developing and optimizing our backend systems, with a focus on Neo4j, to power our AI skill assessment tool and personalized skill mapping solutions.Key Responsibilities :- Design, develop, and maintain backend systems that leverage Neo4j for managing complex, highly connected data related to skills mapping and career paths.- Optimize data ingestion and processing workflows using advanced Cypher queries, APOC libraries, and graph algorithms, ensuring high performance, scalability, and data integrity.- Collaborate with cross-functional teams to integrate AI-driven features, such as skill validation and personalized learning recommendations, into our backend infrastructure.- Develop end-to-end data pipelines that support the seamless flow of data between various components, including AI models, skill maps, and user dashboards.- Contribute to the continuous enhancement of our CI/CD pipelines, ensuring smooth deployment and integration of backend services with external APIs and cloud platforms.- Drive innovation by implementing generative AI and machine learning models to improve the accuracy and efficiency of skill assessment and recommendations.Qualifications :- Proven experience with Neo4j, including advanced proficiency in Cypher query language and graph database optimization techniques.- Strong background in backend development using Python, with experience in frameworks like Flask or FastAPI.- Hands-on experience in machine learning, data engineering, and AI technologies such as PyTorch, TensorFlow, and Scikit-learn.- Familiarity with cloud deployment, NoSQL databases, and API development, with a focus on integrating graph databases with AI models.- Excellent problem-solving skills, with the ability to work in a fast-paced, collaborative environment.- M.Tech in Computer Science, Data Science, or a related field is preferred.Desired Skills :- Expertise in graph algorithms, NLP, and large language models.- Experience in developing AI-driven applications and integrating them into scalable backend systems.- Proficiency in CI/CD practices, version control (GIT), and cloud-based infrastructure.- Strong communication skills and the ability to collaborate effectively with a diverse team. (ref:hirist.tech)

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