
Lead AI/ML Solutions Architect
1 day ago
We are seeking a highly skilled and experienced Senior AI/ML Engineer to join our team. As a key member of our organization, you will play a crucial role in leading and mentoring a team of AI/ML engineers and data scientists.
Key Responsibilities:- Team Leadership: Foster a collaborative work environment, guiding and mentoring a team of AI/ML engineers and data scientists.
- Clean Code & Development: Write clean, maintainable, and error-free Python code for developing robust machine learning systems.
- Model Engineering: Design, build, and deploy efficient 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., 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.
- Python 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 TensorFlow, PyTorch, and Keras.
- Web Frameworks: Solid experience with Python web frameworks (Flask, Django) for API development.
- Core Libraries: Strong expertise in NumPy, Pandas, Matplotlib, Scikit-learn, SpaCy, NLTK, and HuggingFace 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 (PostgreSQL, MySQL, SQLite, MariaDB) and NoSQL (MongoDB) 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.
The successful candidate will enjoy a comprehensive benefits package, including opportunities for career growth and professional development.
Other Requirements:A strong analytical mind, proactive problem-solving skills, effective communication abilities, and commitment to staying current on emerging trends in AI/ML, NLP, and Computer Vision are essential for this role.
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