Artificial Intelligence/Machine Learning Engineer

2 weeks ago

Mohali, Punjab, India Matrix Marketers Full time

Job Title : AI/ML Engineer

Position Overview :

We are looking for an experienced Senior Python Django Developer with a strong focus on artificial intelligence and machine learning applications.

This role involves designing, building, and deploying scalable web applications that integrate AI/ML solutions using Django as the primary framework. The successful candidate will combine in-depth knowledge of Python back-end development with expertise in AI/ML technologies.

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 Masters 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.

(ref:hirist.tech)

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