Senior Software Engineer-AI / ML Backend Developer
- CGI
- 4 - 6 years
- Bengaluru
- 4 months ago
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Job Description
Bachelors 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.
- 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 to 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/CD Minimum 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)
- 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/CD Minimum 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)
Skills
- English
- Flask
- Kubernetes
- Python
- Apache Kafka
- Django
- Google Cloud Platform
- Java
- Scala
- Scikit-Learn
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Engineering - Software & QARole Category: Software DevelopmentRole: Back End DeveloperEmployement Type: Full timeContact Details:
Company: CGILocation(s): Bengaluru+ View Contact
Keyskills: Business process Data management CGI Postgresql MySQL Machine learning Apache SQL Python
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