AI Lead
- Matellio
- 9 - 14 years
- India
- 3 months ago
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Job Description
Matellio is hiring a skilled and visionary AI Lead to drive development of advanced AI solutions. This is a dual role involving both technical leadership and hands-on developmentperfect for someone who thrives on solving complex problems with machine learning, NLP, and LLM technologies.
Key Responsibilities:
- Lead and mentor a team of 45 AI/ML engineers, guiding them through the full project lifecycle from research to production deployment.
- Design and own both high-level and low-level architecture for AI and GenAI-based applications, ensuring scalability, performance, and maintainability.
- Collaborate with sales and business development teams to create technical proposals, including solution design, architecture diagrams, and high-level estimates for Sales Qualified Leads (SQLs).
- Work as an individual contributor when needed, developing key components of the solution to accelerate delivery and set best practices.
- Research, design, and implement machine learning and deep learning models, including fine-tuning and deploying LLMs (e.g., GPT, BERT) for production use cases.
- Build NLP pipelines and retrieval-augmented generation (RAG) systems using tools like LangChain, LangGraph, and vector databases (e.g., FAISS, Pinecone, Weaviate).
- Apply statistical techniques to feature engineering, model evaluation, and performance optimization.
- Ensure adherence to code quality, testing, CI/CD, and documentation standards.
- Stay current with AI/ML advancements and proactively propose innovative solutions.
- Conduct code reviews, encourage peer learning, and contribute to a strong engineering culture.
Required Skills and Qualifications:
- Bachelors, Masters, or Ph.D. in Computer Science, Engineering, Mathematics, or a related field.
- 7+ years of hands-on experience in AI/ML model development and deployment.
- Proven experience in leading technical teams and delivering production-grade AI/ML solutions.
- Strong architectural skills with experience designing end-to-end solutions involving cloud, APIs, and ML models.
- Demonstrated experience supporting technical pre-sales efforts through proposals, estimates, and client presentations.
- Proficient in Python and ML libraries such as TensorFlow, PyTorch, scikit-learn.
- Hands-on experience with NLP tools like HuggingFace Transformers, SpaCy, and NLTK.
- Practical knowledge of fine-tuning and deploying LLMs, and building GenAI solutions.
- Familiarity with LangChain, LangGraph, and vector stores (e.g., FAISS, Pinecone).
- Strong understanding of classical ML algorithms (SVM, Decision Trees, etc.) and when to use them.
- Experience deploying models and services using REST APIs, Docker, and CI/CD pipelines.
- Exposure to cloud platforms such as AWS, GCP, or Azure.
- Excellent analytical thinking, problem-solving, and communication skills.
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Data Science & Machine Learning - OtherEmployement Type: Full timeContact Details:
Company: MatellioLocation(s): India
Keyskills: Generative Ai Artificial Intelligence Machine Learning Natural Language Processing Deep Learning Statistical Techniques Python
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Matellio
We serve global clientele coming from diverse industry verticals, striving to help them capitalize on the digital revolution by bringing their products to global marketplaces. Our skills and expertise have been recognized by global leaders, including Clutch.co, App Futura, DesignRush, Scrum Alliance...
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