Lead Gen AI Engineer- Production AI/ML Systems
N2S Technologies Pvt Ltd · Mumbai · hybrid · Posted 43d ago
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About this role
Mandatory Hiring Criteria:
- Location: Mumbai (Current residents or immediate relocators only)
- Joining Timeline: Immediate joiners only
- Note: If your notice period is 30 days or more, please skip this posting.
About the Role:
We're hiring a Lead GenAI Engineer to design, develop, and deploy production-grade AI/ML systems. As part of our strategic partnership with Antal International, this is a direct client FTE role offering immediate career growth.
Work Location: Mumbai ( Lower Parel/ Airoli)
Work Mode: Hybrid
Your Responsibilities:
- Lead design and deployment of production GenAI & AI/ML solutions • Architect end-to-end AI systems (data pipelines, model training, deployment, monitoring)
- Drive Generative AI initiatives (LLMs, RAG, prompt engineering, fine-tuning, AI agents)
- Apply ML techniques to real-world problems (forecasting, optimization, automation)
- Lead and mentor a team of data scientists and AI engineers
- Collaborate with product, engineering, and business stakeholders
- Design and maintain ML pipelines for experimentation and monitoring • Ensure responsible AI principles, scalability, and reliability
Must-Have Skills (Non-Negotiable):
- 5 to 8 years relevant experience in Data Science, Machine Learning, or AI Engineering
- 1 to 2 years in a technical leadership role
- Strong foundation in Machine Learning, Deep Learning, Statistical Modeling
- Hands-on experience with Generative AI: LLMs (OpenAI, Anthropic, open-source), prompt engineering, RAG pipelines, fine-tuning, inference optimization
- Proficiency in Python (pandas, NumPy, scikit-learn, PyTorch, TensorFlow)
- SQL and large-scale data processing experience
- Strong understanding of ML system design, model evaluation, performance metrics
- Team leadership and mentoring experience
- Strong Stakeholder Management
- Excellent communication skills
Nice-to-Have Skills (Good to Have):
- Experience deploying AI/ML systems on cloud platforms (AWS / GCP / Azure)
- MLOps practices (CI/CD, model monitoring, versioning)
- Big data technologies (Spark, Hadoop)
- Vector databases (FAISS, Pinecone, Weaviate)
- AI governance, security, and responsible AI frameworks
Location Preference : Willing to relocate to Mumbai only
Joining Timeline: Immediate hire preferred ; Maximum 30 days notice period
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About N2S Technologies

N2S Technologies Pvt Ltd
Industrial Machinery
22
employees
Chennai
IN
₹3.6L PA avg
Avg at N2S Technologies
₹35L – ₹45L PA
This role
About
Empowering Enterprises through Leadership, Learning, and AI Innovation At NURIMTECH.AI, we believe in an AI First, Cloud First, People First approach helping businesses adapt, grow, and lead in an evolving digital world.
Our strategic portfolio spans three key verticals:
1. Executive Leadership & Tech SME Hiring (Antal International Partner): Partnering with Antal International to connect enterprises with world-class leadership talent and senior technology experts in Cloud , AI and Support Engineering . [Website link: https://www.antal.com/ ]
2. Capability Building & Corporate Training (Henry Harvin Partner): Delivering global certifications, corporate training programs, and professional upskilling solutions through our collaboration with Henry Harvin Education with extra focus on AI & Cloud Enablement. [Website link: https://www.henryharvin.com/ ]
3. AI & Cloud Consulting (NurimTech.ai Services): Driving AI transformation, cloud modernization, and digital strategy for organizations ready to embrace a technology-first future.
*Our Story: NURIM represents Nurturing Unified Resilience in Intelligent Minds, symbolizing our commitment to enabling innovation, leadership, and lifelong learning. With official partnerships and a dedicated AI and Cloud consulting practice, NURIMTECH.AI is positioned as a full-spectrum strategic partner trusted by enterprises, startups, and government organizations.
*Our Leadership: Led by Julkar Bagwan (Founder, CEO, and Managing Partner) an ex-Microsoft leader, AI and Cloud Transformation expert, and MBA graduate from O.P. Jindal Global University alongside Junera Bagwan (Co-Founder and Director), a Symbiosis alumna and EdTech SME expert, NURIMTECH.AI is committed to empowering businesses and professionals through innovation, talent, and transformation.
Join the AI, Leadership, and Learning Revolution. Lets connect to shape the future of technology, leadership, and growth.
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