Data Scientist

2 days ago

Bengaluru, India MRI Software Full time

Description
- and mid-size property managers to Fortune 500 companies.

MRI is the leader in PropTech, with a mission to connect communities through the first AI-first, open and connected platform. Contract Intelligence is a marquee AI product of MRI, and we are working to infuse AI features across our entire suite of Products. We are looking for a Data Scientist to help us accomplish this mission.

**Responsibilities**:

- As a Data Scientist, you will be collaborating closely with product managers, AI scientists and engineers to design, prototype, implement and test descriptive and predictive analytics, ML, and forecasting models
- Prepare database queries and visualizations for use in data analysis and statistical modeling
- Work with engineers to architect and develop operational models that run at scale
- Build and deploy AI/ML models including data preparation/processing pipelines, machine learning orchestrations, deployments, scalability, improvements of services performance and reliability.
- Communicate with technical and non-technical audiences, and contribute modeling and programming expertise as a team player
- Keep track of emerging tech and trends, research the state-of-art statistical and deep learning models, prototype new modelling ideas, and conduct offline and online experiments.

**Requirements**:

- Bachelor’s/Master's degree in Statistics/Math/Computer Science, or a similar technical field of study or equivalent practical experience.
- 4+ years of industry work experience in SQL, Python to implement statistical models, machine learning, and analysis (Recommenders, Prediction, Classification, Clustering, etc.) preferably in a big data environment
- 2+ years of industry experience with AI/ML frameworks, with all aspects of model training, tuning, deploying, serving, and monitoring. PyTorch, Keras, Tensorflow are a plus.
- 2+ years of industry experience with database query, visualization, and analysis tools such as Power BI and Google Colabs/Jupyter notebooks
- Exceptional written and verbal communication to educate and work with cross functional teams
- Be self-driven, and show ability to deliver on ambiguous projects with incomplete or dirty data
- Be motivated, self-driven in a fast-paced environment with a proven track record demonstrating impact across several teams and/or organizations.
- Experience in both SQL and NoSQL databases such as MySQL, SQL Server, Cosmos
- Experience in big data systems such as Hadoop, MapReduce, Spark
- Experience in software engineering roles and development experience in Java, C#, or similar programming languages is a plus.
- Solid understanding in software engineering best practices, with Agile methodologies, DevOps practices, CI/CD pipelines, GitLab/GitHub, Shell scripting etc.
- Experience with Azure cloud services, AKS, Cognitive services, MLOps, Azure Data Framework is a big plus.

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