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Education Qualification: Bachelor's degree in computer science or related field or higher with minimum 4 years of relevant experience.We are seeking an experienced AI/ML Backend Developer to join our dynamic technology team. The ideal candidate will have a strong background in developing and deploying machine learning models, implementing AI algorithms, and managing backend systems and integrations. You will play a key role in shaping the future of our technology by integrating cutting-edge AI/ML techniques into scalable backend solutions.
Your future duties and responsibilities
Develop, optimize, and maintain backend services for AI/ML applications.- Implement and deploy machine learning models to production environments.- Collaborate closely with data scientists and frontend engineers to ensure seamless integration of backend APIs and services.- Monitor and improve the performance, reliability, and scalability of existing AI/ML services.- Design and implement robust data pipelines and data processing workflows.- Identify and solve performance bottlenecks and optimize AI/ML algorithms for production.- Stay current with emerging AI/ML technologies and frameworks to recommend and implement improvements.
Required qualifications to be successful in this role:
Must-have Skills-Python, TensorFlow, PyTorch, scikit-learn- Machine learning frameworks: TensorFlow, PyTorch, scikit-learn- Backend development frameworks: Flask, Django, FastAPI- Cloud technologies: AWS, Azure, Google Cloud Platform (GCP)- Containerization and orchestration: Docker, Kubernetes- Data management and pipeline tools: Apache Kafka, Apache Airflow, Spark- Database technologies: SQL databases (PostgreSQL, MySQL), NoSQL databases (MongoDB, Cassandra)- Vector Databases: Pinecone, Milvus, Weaviate- Version Control: Git- Continuous Integration/Continuous Deployment (CI/CD) pipelines: Jenkins, GitHub Actions, GitLab CI/CDMinimum of 4 years of experience developing backend systems, specifically in AI/ML contexts.- Proven experience in deploying machine learning models and AI-driven applications in production.- Solid understanding of machine learning concepts, algorithms, and deep learning techniques.- Proficiency in writing efficient, maintainable, and scalable backend code.- Experience working with cloud platforms (AWS, Azure, Google Cloud).- Strong analytical and problem-solving skills.- Excellent communication and teamwork abilities.Good to have Skills-Java (preferred), Scala (optional)
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