
AI Model Developer Lead
3 days ago
Job Title
A Senior AI/ML Engineer is sought to lead a team of engineers and data scientists in developing innovative machine learning solutions.
Key Responsibilities
- Lead a team in developing machine learning solutions.
- Write clean, maintainable, and error-free Python code for developing robust machine learning systems.
- Design, build, and deploy machine learning models and end-to-end solutions.
- Work closely with diverse technical teams to ensure timely and efficient delivery of AI/ML projects.
- Implement end-to-end data science processes, including data preprocessing, exploratory analysis, modeling, evaluation, and deployment.
- Manage and retrieve data effectively using SQL and NoSQL databases.
- Develop and integrate RESTful APIs using Python web frameworks.
- Diagnose issues and optimize existing code for performance improvements.
- Follow Agile software development lifecycle practices consistently.
- Design, develop, fine-tune, and deploy AI models focusing on Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG).
- Conduct training, validation, and evaluation experiments, refining models based on statistical analysis and performance metrics.
- Ensure that AI/ML solutions adhere to security best practices and data privacy regulations.
Required Skills and Qualifications
- 5 years of hands-on experience with Python programming.
- 5 years of experience building, training, and deploying Machine Learning and Deep Learning models.
- Proficiency with TensorFlow, PyTorch, and Keras.
- Solid experience with Python web frameworks for API development.
- Strong expertise in NumPy, Pandas, Matplotlib, Scikit-learn, SpaCy, NLTK, and HuggingFace Transformers.
- Deep understanding of ML/DL algorithms, with advanced techniques in NLP and/or Computer Vision.
- Proven experience designing and deploying AI solutions leveraging LLMs and RAG.
- Hands-on expertise in text representation, semantic extraction, sentiment analysis, and conversational AI.
- Practical knowledge of multithreading, concurrency, and asynchronous programming in Python.
- Advanced skills in SQL and NoSQL databases.
- Experience with containerization and cloud platforms.
- Proficient understanding of Git for software version control.
Soft Skills
- Strong analytical and structured problem-solving capabilities.
- Logical reasoning and a hands-on approach to debugging and optimization.
- Effective interpersonal skills to work seamlessly with cross-functional teams.
- Excellent ability to articulate technical concepts to diverse audiences.
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