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52 DreamSetGo Jobs
ML Engineer
DreamSetGo
posted 4mon ago
Job Role Insights
Key skills for the job
Job Description
- 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
Must Haves:
- 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
Good to Haves:
- Bachelors degree in a quantitative discipline - Engineering, Statistics, Mathematics, Economics etc.
- Ability to identify and integrate innovative tools which can help build more efficient solutions
- Love for sports
- Experience building NLP and computer vision applications
- Data visualization skills
Employment Type: Full Time, Permanent
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