AI/ML Engineer

Job Title: Senior Python (AI/ML Engineer)

Position Overview:

Key Responsibilities:

• Application Development:

• Design and develop robust web applications using the Django framework that leverage AI/ML models to enhance user experiences.
• Create RESTful APIs for front-end integration and mobile applications.

• AI/ML Integration:

• Collaborate with data scientists to integrate AI/ML models into Django applications, ensuring effective deployment and performance monitoring.
• Implement machine learning workflows and pipelines for data processing, model training, and evaluation.

• Data Management:

• Manage and optimize databases (SQL and NoSQL) for storing user data and training datasets, ensuring efficient data retrieval and scalability.
• Engage in data preprocessing, feature extraction, and data quality checks to prepare datasets for model training.

• Testing and Optimization:

• Develop and execute unit tests and integration tests for web applications and AI functionalities to ensure reliability and performance.
• Utilize monitoring tools to track application performance and AI model output, iterating on both to enhance efficiency.

• Collaboration and Leadership:

• Work closely with UX/UI designers, product managers, and other stakeholders to define application requirements and design best practices.
• Mentor junior developers, sharing knowledge of Django best practices and AI/ML application development.

Key Qualifications:

• Education:

• Bachelor's or Master’s degree in Computer Science, Software Engineering, Data Science, or a related field.

• Experience:

• Over 5 years of experience in web development using Python with a focus on the Django framework, and experience in AI/ML application development.
• Proven experience in deploying machine learning models to production environments.

• Technical Skills:

• Strong proficiency in

  Python

  , Django, and related technologies (e.g., Django REST framework).
• Familiarity with machine learning libraries such as TensorFlow, Keras, or Scikit-learn.
• Knowledge of cloud platforms (AWS, Azure, or GCP) and the ability to deploy applications on cloud infrastructure.

• Knowledge Base:

• Understanding of web technologies (HTML, CSS, JavaScript) and front-end frameworks (React, Vue.js).
• Solid grasp of relational and NoSQL databases (PostgreSQL, MongoDB).

• Soft Skills:

• Excellent analytical and problem-solving abilities with attention to detail.
• Strong interpersonal and communication skills with a team-oriented approach.
• Desire to stay current with industry trends in web development and AI/ML technologies.

Preferred Qualifications:

• Experience with containerization technologies, such as Docker and orchestration tools like Kubernetes.
• Familiarity with CI/CD pipelines and Agile development methodologies.
• Contributions to relevant open-source projects or published research in AI/ML

Interested candidates, share your cv at mandeep.singh@matrixmarketers.com

9878011368