Senior Ai/ml Engineer

2 weeks ago

Nellore, Andhra Pradesh, India Ecosmob Technologies Full time

Key ResponsibilitiesTeam Leadership: Lead, guide, and mentor a team of AI/ML engineers and data scientists, fostering a collaborative, innovative, and productive work environment.Clean Code & Development: Write clean, maintainable, and error-free Python code for developing robust machine learning systems.Model Engineering: Efficiently design, build, and deploy machine learning models and end-to-end solutions.Cross-Functional Collaboration: Work closely with diverse technical teams to ensure timely and efficient delivery of AI/ML projects.Data Science Lifecycle: Implement end-to-end data science processes, including data preprocessing, exploratory analysis, modeling, evaluation, and deployment.Database Management: Work proficiently with SQL and No SQL databases to manage and retrieve data effectively.API Development: Develop and integrate RESTful APIs using Python web frameworks (e.g., Flask, Django).Debugging & Optimization: Diagnose issues and optimize existing code for performance improvements.Agile Methodologies: Follow Agile/Scrum software development lifecycle practices consistently.LLM & RAG Implementation: Design, develop, fine-tune, and deploy AI models focusing on Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG).Model Validation & Evaluation: Conduct training, validation, and evaluation experiments, refining models based on statistical analysis and performance metrics.Security & Compliance: Ensure that AI/ML solutions adhere to security best practices and data privacy regulations (e.g., GDPR).Technical QualificationsPython Expertise: 5 years of hands-on experience with Python programming.ML/DL Experience: 5 years of experience building, training, and deploying Machine Learning and Deep Learning models.Deep Learning Frameworks: Proficiency with Tensor Flow, Py Torch, and Keras.Web Frameworks: Solid experience with Python web frameworks (Flask, Django) for API development.Core Libraries: Strong expertise in Num Py, Pandas, Matplotlib, Scikit-learn, Spa Cy, NLTK, and Hugging Face Transformers.Algorithms & Techniques: Deep understanding of ML/DL algorithms, with advanced techniques in NLP and/or Computer Vision.Production-Grade AI: Proven experience designing and deploying AI solutions leveraging LLMs and RAG.NLP & Conversational AI: Hands-on expertise in text representation, semantic extraction, sentiment analysis, and conversational AI.Concurrency: Practical knowledge of multithreading, concurrency, and asynchronous programming in Python.Database Proficiency: Advanced skills in SQL (Postgre SQL, My SQL, SQLite, Maria DB) and No SQL (Mongo DB) databases.Deployment & MLOps: Experience with containerization (Docker/Kubernetes), cloud platforms (AWS, Azure, GCP), and familiarity with MLOps principles for CI/CD, monitoring, and logging.Version Control: Proficient understanding of Git and Bitbucket for software version control.C++: Experience with C++ development is a plus.Soft SkillsAnalytical Thinking: Strong analytical and structured problem-solving capabilities.Proactive Problem-Solving: Logical reasoning and a hands-on approach to debugging and optimization.Team Collaboration: Effective interpersonal skills to work seamlessly with cross-functional teams.Clear Communication: Excellent ability to articulate technical concepts to diverse audiences.Continuous Learning: Commitment to staying current on emerging trends in AI/ML, NLP, and Computer Vision.

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