Hyderabad, Telangana, India
Information Technology
Full-Time
Tecnotree Corporation
Overview
Responsibilities
- Ability to understand and implement ML algorithms, and go through ML libraries for recommendations.
- Ability to create APIs and integrate with other systems using Docker.
- Follow Agile best practices and tools adopted by the team.
- Integrate various software platforms and external 3rd party systems through vendor APIs.
- Work with vendor(s) on API implementation and troubleshooting, suggesting necessary features and identifying enhancement opportunities.
- Configure Dev, QA, and Production environments with proper packages and dependencies to enable development, working closely with DevOps, CI, and QA team members.
- 5+ years of experience in Machine learning application development using Python.
- Bachelor's/Master's degree in Engineering, Computer Science, or IT.
- Strong coding knowledge in python and machine learning. Ability to write well tested code using standard coding practices, deploy it using docker.
- Aware of recent developments in Machine learning, such as Generative AI, eg, Transformers, LLAMA, etc.
- Can work independently with little supervision, can create API endpoints using REST or GraphQL.
- Good to know SQL, Spark, and MongoDB.
- Good analytical skills and learning ability are a must to succeed in this role.
- Demonstrated ability to understand modern ML algorithms, including NLP, RL, and deep learning, will be valued.
- Prior research publications in top conferences will be a valued advantage.
- Strong communication and presentation skills, Proactive Thinking, Quality-focused mindset.
- Strong proficiency with one of either recommendation systems, generative AI, or Reinforcement learning.
- Solid experience working within Docker, including REST/API development experience.
- Good to have experience with AWS, including EC2 CloudWatch, S3 Cloud CloudFront, API Gateway, Fargate, Route53 Kafka(MSK), ELBs, VPC, RDS.
- Languages: Python primarily.
- Solid experience working with Unix/Linux environments for development, including package management and basic system administration.
- Experience developing software against documented third-party APIs and working with vendors to identify and correct issues and drive enhancements.
- Experience with CI/CD Pipelines, Unit and Automated Integration Testing, Application Logging and Monitoring tools.
- Earlier Experience with E-Commerce is a Plus.
- Good Experience in MongoDB, MySQL.
- Understanding accessibility and security compliance.
- User authentication and authorization between multiple systems, servers, and environments.
- Integration of multiple data sources and databases into one system.
- Understanding fundamental design principles behind a scalable application.
- Understanding differences between multiple delivery platforms, such as mobile vs. desktop, and optimizing output to match the specific platform.
- Creating database schemas that represent and support business processes.
- Implementing automated testing platforms and unit tests.
- Proficient understanding of code versioning tools, such as Git.
- Extensive knowledge of Python, ML libraries, and frameworks.
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