Senior Principal Consultant, AIML Engineer
Genpact
- Hyderabad, Telangana
- Permanent
- Full-time
In this role, we are looking for candidates who have relevant years of experience in designing and developing machine learning and deep learning system. Who have professional software development experience. Hands on running machine learning tests and experiments. Implementing appropriate ML algorithms engineers.
Responsibilities
- Drive the vision for modern data and analytics platform to deliver well architected and engineered data and analytics products leveraging cloud tech stack and third-party products
- Close the gap between ML research and production to create ground-breaking new products, features and solve problems for our customers
- Design, develop, test, and deploy data pipelines, machine learning infrastructure and client-facing products and services
- Build and implement machine learning models and prototype solutions for proof-of-concept
- Scale existing ML models into production on a variety of cloud platforms
- Analyze and resolve architectural problems, working closely with engineering, data science and operations teams
Minimum Qualifications / Skills
- Bachelor's degree in computer science engineering, information technology or BSc in Computer Science, Mathematics or similar field
- Master’s degree is a plus
- Integration – APIs, micro-services and ETL/ELT patterns
- DevOps (Good to have) – Ansible, Jenkins, ELK
- Containerization – Docker, Kubernetes etc
- Orchestration – Airflow, Step Functions, Ctrl M etc
- Languages and scripting: Python, Scala Java etc
- Cloud Services - AWS, GCP, Azure and Cloud Native
- Analytics and ML tooling – Sagemaker, ML Studio
- Execution Paradigm – low latency/Streaming, batch
- Data platforms – Big Data (Hadoop, Spark, Hive, Kafka etc.) and Data Warehouse (Teradata, Redshift, BigQuery, Snowflake etc.)
- Visualization Tools - PowerBI, Tableau
Furthermore, please do note that Genpact does not charge fees to process job applications and applicants are not required to pay to participate in our hiring process in any other way. Examples of such scams include purchasing a 'starter kit,' paying to apply, or purchasing equipment or training.