Senior Machine Learning Engineer_Privy
- Idfy
- 4 - 8 years
- Mumbai
- 3 months ago
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Job Description
Job Description:
About Privy:
Privy is India s first consent governance platform, simplifying compliance with the DPDP Act. We are at the cutting edge of privacy tech, AI-driven compliance, and data discovery, enabling businesses to handle PII data, digital journeys, and regulatory processes with intelligence.
Our ML team is at the heart of these innovations developing LLM-powered solutions for contract analysis, regulatory compliance, and automated privacy workflows. We build systems that understand contracts, detect dark patterns, classify privacy risks, and automate DPIA responses using both vector-based retrieval (RAG) and structured query approaches.
We are looking for a Senior Machine Learning Engineer with expertise in LLMs, NLP, and privacy-focused AI solutions to join our Mumbai team and help shape the future of AI-powered data protection.
Why Join Us
- Be at the forefront of privacy AI solving real-world compliance challenges using cutting-edge AI.
- Work on challenging AI problems in contract analysis, PII classification, and regulatory automation.
- Collaborate with top legal, compliance, and AI researchers.
- Competitive salary, flexible work culture, and a high-impact role in a fast-growing privacy tech company.
Do check out more of the stuff we do:
- IDfyU (Candidate page): https: / / sites.google.com / idfy.com / idfyu / home
- Instagram: https: / / www.instagram.com / we.are.idfy /
- LinkedIn: https: / / www.linkedin.com / company / idfy /
- IDfy Website: https://www.idfy.com/
Experience Range:
4 - 8 years
Educational Qualifications:
B.Tech/B.E
Job Responsibilities:
In this role you will:
- Develop and fine-tune LLMs for contract analysis, regulatory classification, and risk assessment.
- Implement Retrieval-Augmented Generation (RAG) using vector embeddings and hybrid DB-based querying to power DPIA and compliance workflows.
- Build AI-driven contract analysis systems to detect dark patterns, classify clauses, and provide remediation suggestions.
- Develop knowledge graph-based purpose taxonomies for privacy policies and PII classification.
- Automate data discovery for structured and unstructured data, classifying it into PII categories.
- Optimize sliding window chunking, token-efficient parsing, and context-aware summarization for legal and compliance texts.
- Build APIs and ML services for deploying models in a high-availability production environment.
- Collaborate with privacy, legal, and compliance teams to build AI solutions that power Privy s data governance tools.
- Stay ahead of the curve with agentic RAG, multi-modal LLMs, and self-improving models in the compliance domain.
Skills Required:
LLM , RAG , AgenticAI , NLP , Python , Problem solving
Candidate Attributes:
Must-Have Skills
- 3-5 years of experience in Machine Learning, NLP, and LLM-based solutions.
- Strong expertise in fine-tuning and deploying LLMs (GPT-4, Llama, Mistral, or custom models).
- Experience with RAG-based architectures, including vector embeddings (FAISS, ChromaDB, Weaviate, Pinecone, or similar).
- Hands-on with agentic RAG, sliding window chunking, and efficient context retrieval techniques.
- Deep understanding of privacy AI use cases, including contract analysis, regulatory classification, and PII mapping.
- Proficiency in Python and frameworks like PyTorch, TensorFlow, JAX, Hugging Face, or LangChain.
- Experience in building scalable AI APIs and microservices.
- Exposure to MLOps practices, including model monitoring, inference optimization, and API scalability.
- Experience working with at least one cloud provider (AWS, GCP, or Azure).
Good-to-Have Skills
- Experience in hybrid AI architectures combining vector search + relational databases.
- Familiarity with functional programming languages (Go, Elixir, Rust, etc.).
- Understanding of privacy compliance frameworks (DPDP Act, GDPR, CCPA, ISO 27701).
- Exposure to Kubernetes, Docker, and ML deployment best practices.
- Contributions to open-source LLM projects or privacy AI research.
Job Code: KL-P6SP9MHR
Job Classification
Industry: Recruitment / StaffingFunctional Area / Department: Engineering - Software & QARole Category: Quality Assurance and TestingRole: Blockchain Quality Assurance EngineerEmployement Type: Full timeContact Details:
Company: IdfyLocation(s): Mumbai+ View Contact
Keyskills: Automation ISO HP data protector Legal compliance Risk assessment Machine learning data governance Open source Monitoring Python
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