01 Oct
|
Ecosmob Technologies
|
Ahmedabad
01 Oct
Ecosmob Technologies
Ahmedabad
Experience: 5+ years
Key Responsibilities
• Team 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 NoSQL databases to manage and retrieve data effectively.
• API Development: Develop and integrate RESTful APIs using Python web frameworks (e.g., Fastapi).
• 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 Qualifications
• Python Expertise: 3–5 years of hands-on experience with Python programming.
• ML/DL Experience: 3–5 years of experience building, training, and deploying Machine Learning and Deep Learning models.
• Deep Learning Frameworks: Proficiency with TensorFlow, PyTorch, and Keras.
• Core Libraries: Robust expertise in NumPy, Pandas, Matplotlib, Scikit-learn, SpaCy, NLTK, and Hug
📌 Senior AI/ ML Engineer (Ahmedabad)
🏢 Ecosmob Technologies
📍 Ahmedabad