Senior Software Engineer-AI/ML Developer
- CGI
- 2 - 6 years
- Hyderabad
- 2 months ago
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Job Description
Company Profile:
Founded in 1976, CGI is among the largest independent IT and business consulting services firms in the world. With 94,000 consultants and professionals across the globe, CGI delivers an end-to-end portfolio of capabilities, from strategic IT and business consulting to systems integration, managed IT and business process services and intellectual property solutions. CGI works with clients through a local relationship model complemented by a global delivery network that helps clients digitally transform their organizations and accelerate results. CGI Fiscal 2024 reported revenue is CA$14.68 billion and CGI shares are listed on the TSX (GIB.A) and the NYSE (GIB). Learn more at cgi.com.
Position: Senior Software Engineer-AI/ML Developer
Experience: 3-6 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 3 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 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 3 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)
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Data ScientistEmployement Type: Full timeContact Details:
Company: CGILocation(s): Hyderabad
Keyskills: Pyspark Aiml Spark Deep Learning Python
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