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Data Science

2 months ago

Hyderabad, India VARITE INDIA PRIVATE LIMITED Full time

Description:
Location: Hyderabad, Chennai, Bangalore, Kolkata

Essential Job Functions
- Lead large data science projects and deliver innovative technical solutions to solve problems and improve business outcomes
- Design, develop, test, validate, and deploy Machine Learning (Client) /Statistical models to not only learn from our vast amounts of data but to build new products
- Work closely with engineers to deploy models to production both in batch and real time while systematically tracking model performance
- Build complex data sets from multiple data sources and write complex data flows using SQL, Spark and scripting languages (e.g., Python, R)
- Use data visualization tools (e.g., Tableau, Kibana, Zeppelin) to share ongoing insights
- Present findings to both technical and non-technical audiences
- Assist engagements with key business stakeholders in discussion on business opportunities
- Be an evangelist driving wider adoption of analytics across the enterprise

Knowledge, Skills and Abilities
- Ability to deliver on large scale data science projects
- Ability to translate business customer problems and questions into clear requirements for analysis
- Ability to use data visualization tools proficiently
- Ability to build complex data sets from multiple data sources and write complex data flows
- Ability to write complex and efficient SQL code freehand from scratch
- Ability to wrangle and analyze data using Python or R
- Strong understanding of statistics and probability
- Proficient in Microsoft Power Point, Outlook and Word
- Ability to work under pressure while managing competing demands and deadlines
- Good understanding of Agile methodology
- Experience with machine learning is a plus

**Qualifications**:
Minimum Education
- Bachelors Degree in CS, Statistics, Applied Mathematics or relevant major required
- M.S., or PhD. in Stats, CS, Math, Physics, Economics, or other quantitative field preferred

Minimum Related Work Experience
- 5+ years of industry experience in Data Science/Machine Learning as a mid-senior data scientist/technical lead developing Client models with business impact
- 5+ years hands-on, industry experience with data & languages such as e.g. SQL, Python, R, Scala
- 5+ years experience in data analysis using Relational Databases, SQL, & Hadoop
- 2+ years experience in leading complex data science projects from dev to prod, end-to-end
- 2+ years experience in designing and implementing Client pipelines in production environments
- 2 years of experience with Apache Spark (including Datasets, SparkML) and other Big Data analytics tools (e.g. Hadoop ecosystem, PySpark, GraphML)
- Experience with 2 or more additional modeling techniques (i.e. Natural Language Processing, Deep Learning, Time Series Analysis, Optimization algorithms) is a plus
- Experience with one or more deep learning libraries (e.g., TensorFlow, PyTorch, Caffe) is a plus
- Experience implementing solutions in a cloud environment (AWS or Azure) is a plus
- Experience from working in Lean and Agile environments is a plus

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