Python ML Engineer

Basic Requirements & Experience Expectations:
- 5+ years of experience in software development, with at least 3 years focused on machine learning and AI.
- 4-year (bachelors) degree in computer science, data science, software engineering, or a related field.
- Proficiency in Python, with extensive experience in libraries such as TensorFlow, PyTorch, or Scikitlearn.
- Solid understanding of machine learning concepts, algorithms, and best practices for model training and evaluation.
- Experience in prompt engineering techniques for generative AI models, including LLMs (Large Language Models).
- Proficiency with model deployment frameworks such as Flask or FastAPI for building APIs around machine learning models.
- Familiarity with data manipulation and analysis using tools like Pandas, NumPy, and SQL.
- Proven experience with cloud platforms, particularly AWS, including services like SageMaker, Lambda, EC2, and RDS.
- Good understanding of data storage solutions like PostgreSQL, DynamoDB, and Redis, with a focus on supporting machine learning workloads.
- Experience with version control systems, preferably Git, for collaborative development.
Additional Skills/Preferences:
- Strong understanding of data visualization tools and techniques to effectively communicate model results and insights.
- Familiarity with MLOps practices and tools for managing machine learning lifecycle and deployment.
- Proficiency in natural language processing (NLP) techniques and frameworks, with experience in applications like text classification, language generation, and sentiment analysis.
- Experience with Docker and containerization techniques for deploying machine learning models.
- Excellent teamwork, self-management, and problem-solving abilities.
- Strong communication skills, both oral and written, with the ability to convey complex technical concepts to non-technical stakeholders.
- Experience working in Agile methodologies and contributing to iterative development processes.
- Familiarity with frontend technologies such as JavaScript, React, or Angular is a plus.