Senior Software Engineer-AI/ML Developer
- CGI
- 4 - 6 years
- Hyderabad
- 2 months ago
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Job Description
- Shift Timing-General Shift
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
- 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
- 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/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
- English
- Flask
- Google Cloud Platform
- Kubernetes
- Python
- Apache Kafka
- Django
- Java
- Scala
- Scikit-Learn
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Engineering - Software & QARole Category: Software DevelopmentRole: Data Platform EngineerEmployement Type: Full timeContact Details:
Company: CGILocation(s): Hyderabad
Keyskills: software engineer kubernetes scala sql docker deep learning tensorflow java git postgresql spark jenkins mysql mongodb ml python github airflow ai backend developer machine learning nosql django cassandra gitlab flask
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