11+ Demand management Jobs in Bangalore (Bengaluru) | Demand management Job openings in Bangalore (Bengaluru)

Job Title: AI/ML Engineer (LLMs, RAG & Agent Systems)

Location: Bangalore, India (On-site)

Type: Full-time

About the Role

As an AI/ML Engineer, you’ll be part of a small, fast-moving team focused on developing LLM-powered agentic systems that drive our next generation of AI products.

You’ll work on designing, implementing, and optimizing pipelines involving retrieval-augmented generation (RAG), multi-agent coordination, and tool-using AI systems.

Responsibilities

• Design and implement components for LLM-based systems (retrievers, planners, memory, evaluators).
• Build and maintain RAG pipelines using vector databases and embedding models.
• Experiment with reasoning frameworks like ReAct, Tree of Thought, and Reflexion.
• Collaborate with backend and infra teams to deploy and optimize agentic applications.
• Research and experiment with open-source LLM frameworks to identify best-fit architectures.
• Contribute to internal tools for evaluation, benchmarking, and scaling AI agents.

Required Skills

• Strong foundation in ML/DL theory and implementation (PyTorch preferred).
• Understanding of transformer architectures, embeddings, and LLM mechanics.
• Practical exposure to prompt engineering, tool calling, and structured output design.
• Experience in Python, Git/GitHub, and data processing pipelines.
• Familiarity with RAG systems, vector databases, and API-based model inference.
• Ability to write clean, modular, and reproducible code.

Preferred Skills

• Experience with LangChain, LangGraph, Autogen, or CrewAI.
• Hands-on with Hugging Face ecosystem (transformers, datasets, etc.).
• Working knowledge of Redis, PostgreSQL, or MongoDB.
• Experience with Docker and deployment workflows.
• Familiarity with OpenAI, Anthropic, vLLM, or Ollama inference APIs.
• Exposure to MLOps concepts like CI/CD, model versioning, or cloud (AWS/GCP/Azure).

What We Value

• Deep understanding of core principles over surface-level familiarity with tools.
• Ability to think like a researcher and execute like an engineer.
• Collaborative mindset, building together, learning together.

At Pratishthan we are looking for enthusiastic software engineers with up to 5 years of work experience with great programming and problem-solving skills. You should be open to working in any of the tech stacks, as technology is just a means to deliver the solution to customer problems. Preferred technologies are Java, spring boot, Node JS or C++.  However, specific tech stack experience is not a prerequisite if the candidate has relevant experience and is open to learning. 

You will be part of an engineering team developing large cloud-based enterprise applications. Currently, the team @Pratishthan consists of passionate experienced individual contributors who want to make a difference in the software product landscape in India.

Requirements:

• Candidates should be hands-on developers with a strong command of data structures, algorithms, programming fundamentals and DBMS concepts.
• We look for people who have good conceptual clarity and can recognize patterns and come up with multiple approaches to solve problems.
• Candidates should have exposure to designing components as part of applications, independently. 
• Good scores in any of the online coding platforms like LeetCode, CodeChef, HackerRank etc. would be preferred. (Please specify the scores in the resume.)
• Experience in designing and developing microservices, event- driven systems, cloud platforms, data analytics etc would be added advantage.
• Looking for professionals who are passionate and self-driven to learn newer technologies and enjoy challenging work.

• Developing and maintaining all server-side network components.
• Ensuring optimal performance of the central database and responsiveness to front-end requests.
• Collaborating with front-end developers on the integration of elements.
• Designing customer-facing UI and back-end services for various business processes.
• Developing high-performance applications by writing testable, reusable, and efficient code.
• Implementing effective security protocols, data protection measures, and storage solutions.
• Running diagnostic tests, repairing defects, and providing technical support.
• Documenting Node.js processes, including database schemas, as well as preparing reports.
• Recommending and implementing improvements to processes and technologies.
• Keeping informed of advancements in the field of Node.js development.

We are looking for a Curriculum Content Developer and Designer for Computer Science (Coding) subject from Grade 1 to 10. The curriculum Designer’s responsibilities include creating detailed, engaging curriculum and quality resources. You should be passionate about learning and aware of how digital technology has reshaped education. You should have excellent technical writing, research, and communication skills. Selected candidate will be responsible for grade wise content outlines, preparing detailed interactive content, examples, assessments, training modules, teachers manual etc.

Job Responsibilities:

• Conduct research and develop quality curricula and learning resources.
• Create stimulating lesson plans and recommend interesting additional resources.
• Develop a range of digital resources to optimize classroom learning.
• Write engaging content that allows learners to meet their learning goals
• Visualize and conceptualize graphics that suit the target audience
• Create high-quality assessment questions for evaluating students’ skills
• Create supplementary teacher and student guides, as well as resource packs.
• Collaborate with other writers, graphic designer, and web designers to create new learning resources.
• Create tests, exams and other formal and informal assessments to gauge the effectiveness of curriculum.

Skills Desired:

• Degree in Education and having excellent knowledge of HTML, CSS, JavaScript, Python, AI, ML, IoT and DBMS.
• Computer Science / IT teaching experience will add advantages
• Master’s degree preferable
• Excellent collaboration, and written and verbal communication skills.
• Willingness to learn new skills
• Strong digital and research skills.
• Strong planning skills, vision, creative intelligence.

Eligibility Criteria:

• Having 1-5 year of experience in similar domain.
• Appropriate educational background (minimum- Graduate in Computer Science /BE /B.Tech in Computer Science)
• Good knowledge in computer programming languages

• Serves customers by providing product and service information and resolving product and service problems.
• Attracts potential customers by answering product and service questions and suggesting information about other products and services.
• Opens customer accounts by recording account information.
• Maintains customer records by updating account information.
• Resolves product or service problems by clarifying the customer’s complaint, determining the cause of the problem, selecting and explaining the best solution to solve the problem, expediting correction or adjustment, and following up to ensure resolution.
• Maintains financial accounts by processing customer adjustments.
• Recommends potential products or services to management by collecting customer information and analyzing customer needs.
• Prepares product or service reports by collecting and analyzing customer information.
• Contributes to team effort by accomplishing related results as needed.

Skills Required 

• Customer service
• Product knowledge
• Market knowledge
• Quality focus
• Problem-solving
• Documentation skills
• Phone skills
• Listening
• Resolving conflict
• Analyzing information
• Multi-tasking
• communication 
• Fluent English