GenAI & Databricks- R01556764 at Brillio

Bengaluru, Karnataka, India

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

TechnologyIndustries

Requirements

5-8+ years of experience in Data Science, Machine Learning, NLP, LLMs, Generative AI, and Databricks
Strong background in Machine Learning, NLP, and LLMs (Transformers, RAG, embedding models)
Proven experience fine-tuning or implementing models using Hugging Face, LangChain, LlamaIndex, or OpenAI API
Knowledge of retrieval-augmented generation, multi-agent orchestration, and context management
Expertise in Databricks (Delta Lake, MLflow, Unity Catalog, Feature Store, Vector Search)
Familiarity with Azure Databricks, Azure OpenAI, or Snowflake Cortex AI
Experience integrating external APIs and cloud-native microservices (FastAPI, REST, or gRPC)
Strong proficiency in Python, SQL, PySpark, and Databricks Notebooks
Experience building modular codebases, deploying APIs, and working with CI/CD pipelines (GitHub Actions, Azure DevOps)
Hands-on experience with Streamlit, Gradio, or other UI frameworks for AI app development
Hands-on with MLflow tracking, model registry, and experiment management
Experience in AI validation, faithfulness scoring, drift detection, and integrity match metrics
Working knowledge of Docker, Kubernetes, and inference scaling techniques

Responsibilities

Design and implement end-to-end Generative AI solutions on Databricks, leveraging Unity Catalog, MLflow, Delta Lake, and Vector Search
Architect LLM-based multi-agent frameworks for intelligent automation, chatbot systems, and document reasoning tasks
Integrate Cortex AI, OpenAI, or Anthropic APIs for retrieval-augmented generation (RAG), conversational reasoning, and workflow orchestration
Fine-tune and evaluate LLMs and domain-specific NLP models (NER, Risk Assessment, Question Answering)
Develop pipelines for prompt engineering, context management, model evaluation, and hallucination detection
Optimize inference performance, latency, and cost across multi-cloud and Databricks environments
Collaborate with data engineering teams to ensure clean, well-governed, and vectorized data pipelines
Build and maintain feature stores and embeddings stores using Databricks or Snowflake
Implement data validation, lineage, and monitoring using Delta Live Tables and Unity Catalog
Build reusable ML pipelines using Databricks Repos, MLflow, and Feature Store
Automate deployment, monitoring, and retraining workflows for continuous model improvement
Partner with product managers, data scientists, and business stakeholders to translate ideas into production-ready AI systems
Review code, mentor junior engineers, and enforce best practices in scalable AI/ML development
Contribute to internal knowledge bases, documentation, and reusable component libraries

Skills

Databricks

Generative AI

Machine Learning

NLP

LLMs

MLflow

Delta Lake

Unity Catalog

Vector Search

RAG

MLOps

OpenAI

Anthropic

Snowflake

Azure

Brillio

Technology consulting for digital transformation

About Brillio

Brillio helps businesses with their digital transformation by providing technology consulting services. The company focuses on creating customized digital solutions that utilize artificial intelligence and cloud technologies to meet the specific needs of each client. This includes improving operational efficiency and enhancing user experiences through real-time responses and better workflows. Brillio serves a variety of clients, including large Fortune 500 companies, with a strong emphasis on the healthcare sector. Unlike many competitors, Brillio's approach is centered on developing bespoke solutions that give clients a competitive advantage, aiming to help them evolve into 'generative enterprises.' The company's goal is to drive significant improvements in business operations and outcomes through its consulting services and technology implementations.

Edison, New JerseyHeadquarters

2014Year Founded

LATE_VCCompany Stage

Consulting, AI & Machine Learning, HealthcareIndustries

1,001-5,000Employees

Benefits

Remote Work Options

Risks

High competition in tech may impact Brillio's talent acquisition and service scaling.

Over-reliance on healthcare exposes Brillio to sector-specific regulatory and funding risks.

Expansion into new markets may stretch resources, leading to potential operational inefficiencies.

Differentiation

Brillio specializes in bespoke digital solutions for diverse industries, focusing on AI and cloud.

The company is recognized as an Enterprise Innovator in healthcare payer services.

Brillio's Cloud and AI Studio aims to modernize enterprise IT systems and optimize workflows.

Upsides

Increased demand for AI-driven healthcare solutions boosts Brillio's market potential.

Expansion in India enhances service delivery and innovation through a growing tech talent pool.

Recognition in Open Banking IT Services highlights Brillio's role in financial digital transformation.

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