Data Scientist
Company
Morningstar
Location
Other US Location
Type
Full Time
Job Description
Responsibilities:
- Design & develop enterprise solutions to be flexible, scalable & extensible.
- Improve complex data flow, data structures and database design to move to next platform.
- Be a Role Model to the team to collaborate on good object-oriented designs & domain modeling. Enforce good agile practices like test driven development, Continuous Integration.
- Build solutions that incorporate numerical techniques such as linear algebra, machine leaning, statistics, and optimization.
- Hands-on development will be an integral part of the responsibilities.
- Develop areas of continuous and automated deployment.
- Introduce and follow good development practices, innovative frameworks and technology solutions that help business move faster.
- Follow best practices like estimation, planning, reporting and improvement brought to processes in every day work.
Requirements:
- 1-3 years of experience in data science field
- An advanced degree in engineering, computer science, statistics or related field is preferred
- Expertise with either Python or Java is essential, while experience with both is desirable; other programming language skills are highly desirable. Experience with Python packages like pandas, scikit-learn, TensorFlow, numpy, NLTK is a plus.
- Basic knowledge of statistical/ML/AI algorithms
- Experience with DevOps tools (e.g. Splunk, Git, uDeploy, Jenkins, Control-M) is desirable
- Experience with Agile software engineering practices
- Experience with back-end XML, relational, and file-based databases (e.g. SQL, Postgres, Redshift, Netezza, HDFS)
- Experience developing and deploying solutions using services in the Amazon AWS ecosystem (Lambda, EC2, RDS, EMR)
- Experience with the Hadoop stack (MapReduce, Pig, Hive, Nifi, Spark) is desirable
- Experience with at least one statistical modeling language (e.g. R, MATLAB, Python)
Intermediate knowledge of statistical methods is desirable
- Familiarity with common data cleaning and munging techniques
- Familiarity with automation tools such as Puppet or Chef is a plus.
- Familiarity with data visualization is a plus (e.g. Tableau, Shiny, d3)
- Familiarity with statistical software, linear algebra, optimization, and information visualization is a plus.
- Familiarity with mutual fund, fixed income, and equity data is a plus
- Fluent in both oral and written English.
Morningstar is an equal opportunity employer.
I10_MstarIndiaPvtLtd Morningstar India Private Ltd. (Delhi) Legal Entity
Morningstar's hybrid work environment gives you the opportunity to work remotely and collaborate in-person each week. We've found that we're at our best when we're purposely together on a regular basis, at least three days each week. A range of other benefits are also available to enhance flexibility as needs change. No matter where you are, you'll have tools and resources to engage meaningfully with your global colleagues.
Date Posted
11/27/2024
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