ML Engineer
Dream Sports
Recruitment Process
Details
Dream Sports is hiring for the role of ML Engineer!
Responsibilities of the Candidate:
- Communicate with the Product and Management teams to understand business requirements and user problems
- Carry out EDA in collaboration with the Analytics team to identify solutions and research industry best practices and tools for its implementation
- Build data ingestion pipelines, models and serving layers, and deploy them by working closely with the Tech team
- Communicate the solutions’ business impact, caveats and implementation deadlines to all stakeholders
- Broadly 60%-70% of time dedicated to Model Deployment work-streams and rest to Model Development
Requirements:
- 3-5 years experience in developing, delivering and maintaining data-driven solutions (Ex: recommendation systems, traffic forecasting, dynamic pricing, video and text processing)
- Good understanding of fundamental statistics and ML concepts (Ex: hypothesis testing, linear and ensemble models, graph analytics, deep learning)
- Expert-level grasp on Python programming language and SQL (Ex: OOPs, async-await paradigm, CTEs, window functions)
- Hands-on experience with creating data ingestion pipelines and APIs that serve model results at scale (Ex: Spark, FastAPI, Celery)
- Ability to break down business requirements into technical problems and communicate solutions to other teams
Important dates & deadlines?
-
17 Jul'24, 12:01 AM IST Registration Deadline
Additional Information
Job Location(s)
Mumbai
Experience
Min Experience: 3 Year
Max Experience: 5 Year
Salary
Salary: Not Disclosed
Work Detail
Working Days: 5 Days
Job Type/Timing
Job Type: In Office
Job Timing: Full Time