Exult provides innovative workforce management solutions to enhance organizational efficiency and employee productivity through data-driven approaches.
Not specified
INR 2.0 - 4.0 Lacs P.A.
Work from Office
Full Time
Role :Senior Data Engineer. Experience :4+ yrs. Work Mode :Remote. Joining Time Frame :Immediate to 15 days. Key Responsibilities. Design and architect robust data pipelines for structured, semi-structured, and unstructured data. Develop, manage, and optimize databases, including RDMS (MySQL, PostgreSQL), NoSQL (MongoDB), and data lakes (S3). Implement efficient ETL processes using tools like PySpark and Hadoop to transform and prepare data for analytics and #AI use cases. Optimize database performance, including query tuning, indexing, and caching strategies using tools like Redis and AWS-specific caching databases. Build and maintain CI/CD pipelines, manage YML files, and use GitHub for version control and collaboration. Leverage Docker for containerized deployment, with hands-on experience in running Docker commands for database and pipeline management. Ensure solutions adhere to best practices in system design, focusing on trade-offs, security, performance, and efficiency. Monitor, maintain, and troubleshoot database infrastructure to ensure high availability and performance. Collaborate with engineering teams to design scalable solutions for large-scale data processing. Stay updated on the latest database technologies and implement best practices for database design and management. Qualifications. 4+ years of experience in database architecture and optimization. Expertise in RDMS, NoSQL, and semi-structured databases (MySQL, PostgreSQL, MongoDB). Proficiency in programming languages for database integration and optimization (Python preferred). Strong knowledge of distributed data processing tools like PySpark and Hadoop. Hands-on experience with AWS services for data storage and processing, including S3. Strong familiarity with Redis for caching and query optimization. Proven experience with Docker for containerized deployments and writing CI/CD pipelines using YML files. (ref:hirist.tech). Show more Show less
Not specified
INR 4.0 - 6.0 Lacs P.A.
Work from Office
Full Time
Role :Senior AI/ML Engineer. Experience :4+ yrs. Work Mode :Remote. Joining Timeframe :Immediate to 15 days. Role :Senior AI/ML Engineer. Key Responsibilities. Design and implement AI/ML solutions using advanced frameworks and technologies, ensuring scalability, efficiency, and alignment with business goals. Develop and optimize LangChain (agents, chains, memories, parsers, document loaders), CrewAI, GenAI, and NLP models tailored to specific use cases. Build and deploy production-ready RAG (Retrieval-Augmented Generation) systems, chatbots, and other AI-driven applications. Leverage AWS Bedrock and other AWS services, including Lambda functions (event-driven architecture in Python), to deliver high-performing AI solutions. Apply advanced prompt engineering techniques, including Chain of Thought (CoT) prompting, for enhancing AI model interactions. Develop and maintain CI/CD pipelines, write and manage YML files, and work with GitHub for version control. Use Docker effectively, including executing Docker commands for containerization and deployments in cloud environments. Ensure solutions adhere to best practices in system design, addressing trade-offs, security, performance, and efficiency. Implement responsible AI practices, incorporating guardrails and moderation mechanisms. Collaborate with cross-functional teams to translate AI insights into impactful solutions. Communicate complex technical concepts effectively to both technical and non-technical stakeholders. Qualifications. 4+ years of hands-on experience with AI/ML frameworks (e.g., PyTorch, TensorFlow) and programming in Python. Expertise in AWS services, particularly AWS Bedrock and Lambda functions. Demonstrated experience with RAG systems, chatbot development, and working with GenAI technologies like LLMs and OpenAI APIs. Deep understanding of LangChain components and advanced NLP techniques. Strong knowledge of Docker and CI/CD pipelines, with experience writing YML files and managing repositories in GitHub. Familiarity with best practices in system design, including security, performance optimization, and scalability. Proven ability to write high-quality production code and work in collaborative environments. (ref:hirist.tech). Show more Show less
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