AI/ML Engineer

3 weeks ago

Coimbatore, Tamil Nadu, India Improva Full time
Role
The AI/ML engineer role requires a blend of expertise in machine learning operations (MLOps), ML Engineering, Data Science, Large Language Models (LLMs), and software engineering principles.

Skills you'll need to bring
Experience building production-quality ML and AI systems. Experience in MLOps and real-time ML and LLM model deployment and evaluation. Experience with RAG frameworks and Agentic workflows valuable.
Proven experience deploying and monitoring large language models (e.g., Llama, Mistral, etc.). Improve evaluation accuracy and relevancy using creative, cutting-edge techniques from both industry and new research
Solid understanding of real-time data processing and monitoring tools for model drift and data validation. Knowledge of observability best practices specific to LLM outputs, including semantic similarity, compliance, and output quality.
Strong programming skills in Python and familiarity with API-based model serving.
Experience with LLM management and optimization platforms (e.g., LangChain, Hugging Face).
Familiarity with data engineering pipelines for real-time input-output logging and analysis.
Clear ability to own features and products from start to finish. You have worked at a fast-growing start-up or are eager to contribute in such an environment.

Qualifications
Experience working with common AI-related models, frameworks and toolsets like LLMs, Vector Databases, NLP, prompt engineering and agent architectures.
Experience in building AI and ML solutions.
Strong software engineering skills for the rapid and accurate development of AI models and systems.
Prominent in programming language like Python.
Hands-on experience with technologies like Databricks, and Delta Tables.
Broad understanding of data engineering (SQL, NoSQL, Big Data), Agile, UX, Cloud, software architecture, and ModelOps/MLOps.
Experience in CI/CD and testing, with experience building container-based stand-alone applications using tools like GitHub, Jenkins, Docker and Kubernetes

Responsibilities
Participate in research and innovation of data science projects that have impact to our products and customers globally.
Apply ML expertise to train models, validates the accuracy of the models, and deploys the models at scale to production.
Apply best practices in MLOps, LLMOps, Data Science, and software engineering to ensure the delivery of clean, efficient, and reliable code.
Aggregate huge amounts of data from disparate sources to discover patterns and features necessary to automate the analytical models.

About Company
At Improva, we combine human ingenuity with AI to create innovative software solutions that drive growth and transformation. We are

a global IT solution provider and outsourcing company with contributions across several domains including FinTech, Healthcare, Insurance, Airline, Ecommerce & Retail, Logistics, Education, Insurance, Startups, Government & Semi-Government, and more.

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