
GenAI Engineer
2 weeks ago
Job Description
We are seeking a skilled Generative AI Engineer with a strong background in Python to
join our dynamic team. In this role, you will integrate backend development expertise
with the latest advancements in AI to create impactful solutions. If you excel in a
fast-paced environment and enjoy tackling complex challenges, we encourage you to
apply.
Key Responsibilities:
Generative AI Development
● Develop and implement generative AI models using frameworks like LangChain
or Llama-Index.
● Apply prompt engineering techniques to design effective queries and ensure
optimal LLM responses for diverse use cases.
● Master advanced LLM functionalities, including prompt optimization,
hyperparameter tuning, and response caching.
● Implement Retrieval-Augmented Generation (RAG) workflows by integrating
vector databases like Pinecone, Weaviate, Supabase, or PGVector for efficient
similarity searches.
● Work with embeddings and build solutions that leverage similarity search for
personalized query resolution.
● Explore and process multimodal data, including image and video understanding
and generation.
● Integrate observability tools for monitoring and evaluating LLM performance to
ensure system reliability.
Backend Engineering
● Build and maintain scalable backend systems using Python frameworks such as
FastAPI, Django, or Flask.
● Design and implement RESTful APIs for seamless communication between
systems and services.
● Optimize database performance with relational databases (PostgreSQL, MySQL)
and integrate vector databases (Pinecone, PGVector, Weaviate, Supabase) for
advanced AI workflows.
● Implement asynchronous programming and adhere to clean code principles for
maintainable, high-quality code.
● Seamlessly integrate third-party SDKs and APIs, ensuring robust interoperability
with external systems.
● Develop backend pipelines for handling multimodal data processing, and
supporting text, image, and video workflows.
● Manage and schedule background tasks with tools like Celery, cron jobs, or
equivalent job queuing systems.
● Leverage containerization tools such as Docker for efficient and reproducible
deployments.
● Ensure security and scalability of backend systems with adherence to industry
best practices.
Qualifications:
Essential:
● Strong Programming Skills: Proficiency in Python and experience with backend
frameworks like FastAPI, Django, or Flask.
● Generative AI Expertise: Knowledge of frameworks like LangChain, Llama-Index,
or similar tools, with experience in prompt engineering and Retrieval-Augmented
Generation (RAG).
● Data Management: Hands-on experience with relational databases (PostgreSQL,
MySQL) and vector databases (Pinecone, Weaviate, Supabase, PGVector) for
embeddings and similarity search.
● Machine Learning Knowledge: Familiarity with LLMs, embeddings, and
multimodal AI applications involving text, images, or video.
● Deployment Experience: Proficiency in deploying AI models in production
environments using Docker and managing pipelines for scalability and reliability.
● Testing and Debugging: Strong skills in writing and managing unit and
integration tests (e.g., Pytest), along with application debugging and
performance optimization.
● Asynchronous Programming: Understanding of asynchronous programming
concepts for handling concurrent tasks efficiently.
Preferred:
● Cloud Proficiency: Familiarity with platforms like AWS, GCP, or Azure, including
serverless applications and VM setups.
● Frontend Basics: Understanding of HTML, CSS, and optionally JavaScript
frameworks like Angular or React for better collaboration with frontend teams.
● Observability and Monitoring: Experience with observability tools to track and
evaluate LLM performance in real-time.
● Cutting-Edge Tech: Awareness of trends in generative AI, including multimodal
AI applications and advanced agentic workflows.
● Security Practices: Knowledge of secure coding practices and backend system
hardening.
● Certifications: Relevant certifications in AI, machine learning, or cloud
technologies are a plus
Job Type: Full-time
Pay: Up to ₹1,800,000.00 per year
Experience:
- Total Work: 5 years (Required)
- GenAI: 3 years (Preferred)
- Python: 4 years (Required)
Work Location: In person
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