CGIBangalore, KA

Senior Software Engineer-AI/ML Developer

Description

Position: Senior Software Engineer-AI/ML Developer Experience: 4-6 years Category: Software Development/ Engineering Location: Bangalore/Hyderabad/Chennai/Pune/Mumbai Shift Timing-General Shift Position ID: J0725-0149 Employment Type: Full Time 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)

CGI is an equal opportunity employer. In addition, CGI is committed to providing accommodation for people with disabilities in accordance with provincial legislation. Please let us know if you require reasonable accommodation due to a disability during any aspect of the recruitment process and we will work with you to address your needs.

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Skills:

English, Flask, Google Cloud Platform, Kubernetes, Python, Apache Kafka, Django, Java, Scala, Scikit-Learn

Skills

Apache SparkMachine LearningKubernetesPythonScikit-LearnGitFastAPIAWSTensorFlowAzureKafkaGithub ActionsApacheDockerPyTorchMySQLScalaAirflowDeep LearningCI/CDSQLGCPDjangoJavaMongoDBCassandraGitlabJenkinsFlaskPostgreSQL