Job Title: AI/ML Engineer
Location: Bangalore
Job Type: Full-Time
Introduction: We are seeking a highly skilled and experienced AI/ML Engineer to join our innovative team. The ideal candidate will have a strong background in backend development using Python, expertise in LangChain, vector databases, and applied AI using large language models (LLMs), Retrieval-Augmented Generation (RAG), Graph RAG, and other Generative AI applications. This role requires a blend of advanced technical skills in software design, data structures, and coding, coupled with a passion for AI-driven innovation.
Key Responsibilities:
- Design, develop, and maintain robust backend systems integrating advanced AI and ML capabilities.
- Implement and optimize LangChain for efficient language model chaining and application.
- Manage and manipulate data using vector databases to enhance model performance and scalability.
- Develop and deploy solutions based on LLMs, RAG, and Graph RAG to solve complex problems and improve user interactions.
- Collaborate with cross-functional teams to define clear specifications, deliverables, and timelines.
- Stay abreast of industry trends and advancements in AI and ML technologies, applying this knowledge to drive continuous improvement in our solutions.
- Write clean, manageable code and maintain proper documentation.
- Conduct code reviews, and mentor junior engineers, promoting best practices in software development and AI integration.
- Ensure the performance, quality, and responsiveness of applications.
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Qualifications:
- Bachelor's or Master's degree in Computer Science, or a related field.
- Proven experience (5+ years) as an Software Engineer with a focus on backend development.
- Expertise in Python programming and familiarity with frameworks and libraries relevant to AI and ML.
- Strong experience with LangChain, vector databases, and technologies such as MongoDB and Pinecone.
- Profound knowledge of LLMs, RAG, Graph RAG, and other Generative AI concepts.
- Excellent skills in software design, data structures, and algorithms.
- Experience with software development tools including version control systems (e.g., Git), continuous integration/continuous deployment (CI/CD) pipelines.
- Strong analytical and problem-solving skills.
- Excellent communication and teamwork skills.
Preferred Skills:
- Experience with cloud platforms (AWS, Google Cloud, Azure) and understanding of scalable architecture.
- Familiarity with containerization and orchestration technologies (Docker, Kubernetes).
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Wipro is committed to creating an accessible, supportive, and inclusive workplace. Reasonable accommodation will be provided to all applicants including persons with disabilities, throughout the recruitment and selection process. Accommodations must be communicated in advance of the application, where possible, and will be reviewed on an individual basis. Wipro provides equal opportunities to all and values diversity.