Neo Group

Job Description Location : Goa/ Mumbai Experience Required : 4+ Years About The Role We are looking for an experienced Senior Machine Learning Engineer with a strong background in Machine Learning, NLP, and Generative AI to join our team. The ideal candidate will have hands-on expertise in building, deploying, and managing ML solutions, along with a deep understanding of modern AI frameworks and cloud-based MLOps practices. Key Responsibilities - Design, develop, and deploy machine learning models and pipelines for production-scale applications. - Implement NLP solutions using algorithms such as TF-IDF, Word2Vec, BERT, Zero-Shot and Few-Shot learning techniques. - Apply Generative AI models (OpenAI, LLaMA,Gemini,perplexity etc.) to solve real-world business problems. - Collaborate with cross-functional teams to translate business requirements into technical solutions. - Work with statistical and mathematical models to analyze complex datasets. - Develop and maintain RESTful APIs and microservices using Flask/FastAPI. - Manage ML lifecycle, including versioning, CI/CD, and deployment using AWS, Docker, Jenkins, and other MLOps tools. - Maintain source code repositories (Git, Bitbucket) and ensure best practices for version control. - Work with databases (MongoDB, MySQL) to handle structured and unstructured data. - Participate in project management using tools like JIRA/Asana. - Stay up-to-date with advancements in AI/ML and contribute to innovation within the team. Education Required Skills & Experience : - Bachelor's/Master's in Computer Science, Engineering, Mathematics, or Statistics. - ML/Deep Learning/NLP Certification preferred. Technical Expertise (Must-Have) - Programming : Python (DSA) - 5+ years - Machine Learning & Statistics : 5+ years, strong knowledge of algorithms (Linear Regression, Decision Trees, KNN, SVM, Random Forest, Logistic Regression, Bayesian methods, Mean-based approaches) - NLP : 5+ years (Zero-shot, Few-shot classification, TF-IDF, Word2Vec, BERT) - Generative AI : 3+ years (OpenAI models, LLaMA, etc.) - Databases : MongoDB & MySQL - 5+ years - Version Control : Git, Bitbucket - 5+ years - Microservices : Flask, FastAPI - 5+ years - MLOps : AWS, Jenkins, Docker/CircleCI - 3+ years - Project Management Tools : JIRA, Asana - 5+ years - REST APIs : 2+ years Preferred Qualities - Strong problem-solving and analytical skills. - Ability to work independently as well as in a collaborative team environment. - Excellent communication skills to convey complex technical concepts to non-technical stakeholders. - Passion for staying ahead in the AI/ML space. Why Join Us - Opportunity to work on cutting-edge AI and Generative AI projects. - Exposure to end-to-end ML lifecycle and large-scale deployments. - Collaborative and innovative work culture. - Growth opportunities in leadership and advanced AI research (ref:hirist.tech)