Area(s) of responsibility Job Title: GEN AI Developer Location - Noida/HYD/Bengaluru/Pune/Chennai/Mumbai Experience Required - 4+ years Key Responsibilities: Application Development: Build GenAI applications from scratch…
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Full-time
Posted 23d ago
~40 hrs/week
Responsibilities
Develop end-to-end Generative AI applications using advanced frameworks and Python. Design large-scale data architectures and implement LLMOps pipelines for deployment and monitoring.
Requirements
Requires over 4 years of experience with deep expertise in Python and LLM frameworks. Proficiency in fine-tuning techniques, multi-modal models, and cloud platforms is essential.
Full job description
Area(s) of responsibility
Job Title: GEN AI Developer Location - Noida/HYD/Bengaluru/Pune/Chennai/Mumbai Experience Required - 4+ years Key Responsibilities: Application Development: Build GenAI applications from scratch using frameworks like Autogen (applied or acquired), Crew.ai, LangGraph, LlamaIndex, and LangChain. Python Programming: Develop high-quality, efficient, and maintainable Python code for GenAI solutions. Large-Scale Data Handling & Architecture: Design and implement architectures for handling large-scale structured and unstructured data. Multi-Modal LLM Applications: Familiarity with text chat completion, vision, and speech models. Fine-tune SLM(Small Language Model) for domain specific data and use cases. Front-End Integration: Implement user interfaces using front-end technologies like React, Streamlit, and AG Grid, ensuring seamless integration with GenAI backends. Data Modernization and Transformation: Design and implement data modernization and transformation pipelines to support GenAI applications. Fine-Tuning LLMs: Apply fine-tuning techniques such as PEFT, QLoRA, and LoRA to optimize LLMs for specific use cases. LLMOps Implementation: Set up and manage LLMOps pipelines for continuous integration, deployment, and monitoring. Responsible AI Practices: Ensure ethical AI practices are embedded in the development process. innovation. Required Skills : Python Programming: Deep expertise in Python for building GenAI applications and automation tools. Productionization of GenAI application beyond PoCs – Using scale frameworks and tools such as Pylint,Pyrit etc. LLM Frameworks: Proficiency in frameworks like Autogen, Crew.ai, LangGraph, LlamaIndex, and LangChain. Large-Scale Data Handling & Architecture: Design and implement architectures for handling large-scale structured and unstructured data. Multi-Modal LLM Applications: Familiarity with text chat completion, vision, and speech models. Fine-tune SLM(Small Language Model) for domain specific data and use cases. Prompt injection fallback and RCE tools such as Pyrit and HAX toolkit etc. Anti-hallucination and anti-gibberish tools such as Bleu etc. Front-End Technologies: Strong knowledge of React, Streamlit, AG Grid, and JavaScript for front-end development. Cloud Platforms: Extensive experience with Azure, GCP, and AWS for deploying and managing GenAI applications. (any two cloud exp.) Fine-Tuning Techniques: Mastery of PEFT, QLoRA, LoRA, and other fine-tuning methods. (any one is fine) LLMOps: Strong knowledge of LLMOps practices for model deployment, monitoring, and management. Responsible AI: Expertise in implementing ethical AI practices and ensuring compliance with regulations. RAG and Modular RAG: Advanced skills in Retrieval-Augmented Generation and Modular RAG architectures. Data Modernization: Expertise in modernizing and transforming data for GenAI applications. OCR and Document Intelligence: Proficiency in OCR and document intelligence using cloud-based tools. API Integration: Experience with REST, SOAP, and other protocols for API integration. Data Curation: Expertise in building automated data curation and preprocessing pipelines. Technical Documentation: Ability to create clear and comprehensive technical documentation. Collaboration and Communication: Strong collaboration and communication skills to work effectively with cross-functional teams.
Navigating Change. Powering Progress. | Reimagining the Future with Birlasoft
Birlasoft, a powerhouse where domain expertise, enterprise solutions, and digital technologies converge to redefine business processes. We take pride in our consultative and design thinking approach, driving societal progress by enabling our customers to run businesses with unmatched efficiency and innovation. As part of the CKA Birla Group, a multibillion-dollar enterprise, we boast a 12,000+ professional team committed to upholding the Group's 170-year legacy. Our core values prioritize Diversity, Equity, and Inclusion (DEI) initiatives, along with Corporate Social Responsibility (CSR) activities, demonstrating our dedication to building inclusive and sustainable communities. Join us in shaping a future where technology seamlessly aligns with purpose.
For further information, visit www.birlasoft.com
Offices: 35 & 36, Rajiv Gandhi Infotech Park, Phase - I, Hinjawadi MIDC, Pune, Maharashtra 411057, IN · The Assotech Business Cresterra Tower 3, Plot No. 22, Noida-Greater Noida Expressway, Sector 135, Noida, UP 201306, IN · 4th Floor, 53-54 Grosvenor Street, London, London W1K 3HU, GB · Building A, Plot No. EL-207/1, MIDC,, TTC Industrial Area, Mahape Road, Mahape,, Navi Mumbai, Maharashtra 400710, IN · Tower 2.1, Level 15 & 16, TSI Business Park, Waverock Project, APIIC IT/ITES SEZ,, Nanakramguda Village, Serillingampally Mandal, Ranga Reddy District, Hyderabad, Telangana 500008, IN
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