Data Science/AI ML Developer opportunity with Hexaware!!!
- Hexaware Technologies
- 6 - 11 years
- Pune
- 2 months ago
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Job Description
Role & responsibilities
Job Description:
- Total IT experience: 6 to 10 years in DWH is must
- 1 to 4 years of experience in taking ML models to production in large datasets
- Exposure to MLOps frameworks like MLFlow/ Neptune/anyother
- At least one Customer project of End to End Model deployment using Docker Containerization/Kubernetes
- 1-2 Projects involving deployment in Cloud like Azure/SageMaker/VertexAI etc and leveraging cloud native pipelines for Model Deployment
- Ability to perform Unit Testing on Batch Inference/Model Deployment using PyTest and other frameworks
- Ability to use Postman for API testing
- Configuring set-up and pipelines in Cloud preferable Azure/SageMaker/MLFlow
- Excellent grasp of Model Drift/Data Drift Terminologies
- Ability to handle multi-million requests for model inference
- Should have exposure to Git Version Control
- Should have built custom Model Monitoring Dashboards using Streamlit or cloud-native Model Monitoring Dashboards - SageMaker etc
- Basic understanding of ML models and NLP
- Good communication skills and interpersonal skills
- System Design of ML Applications
- Exposure to Jenkins/Azure Devops for CI/CD Pipelines
Proven experience as a Python Developer, with a focus on data wrangling and ETL processes.
Strong proficiency in Python and its libraries such as Pandas, NumPy, Scikit-learn, PySpark, and SQLAlchemy.
Experience with SQL and database management systems (e.g., MySQL, PostgreSQL).
Familiarity with data visualization tools (e.g., Matplotlib, Seaborn) is a plus.
Knowledge of big data technologies (e.g., Hadoop, Spark) is an advantage.
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & Analytics
Role Category: Data Science & Machine Learning
Role: Data Scientist
Employement Type: Full time
Contact Details:
Company: Hexaware TechnologiesLocation(s): Pune
Keyskills: Data Science AI ML MLOPS Python Development Machine Learning
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Hexaware Technologies
Hexaware BPS is a unit of Hexaware Technologies Ltd. We are currently staffed at 2000+ people across Navi Mumbai (Mahape) Chennai, Nagpur and US. Ranked 15th in the NASSCOM Top 20 IT Software & Services Exporters from India, we also rank among the Top 20 Best IT employers in India by DQ-IDC fo...
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