CyberQ Consulting

Data Scientist (Machine Learning & Python)

Job description

What you will be doing...

  • Selecting features, building and optimising machine learning models
  • Modeling time series problems with Stochastic Models
  • Processing, cleansing, and verifying the integrity of data used for analysis.
  • Doing ad-hoc analysis and presenting results in a clear and understandable manner
  • Enhancing data collection procedures to include information that is relevant for building analytic systems
  • Brainstorm, contribute new ideas, conceive innovative strategies, and implement
  • solutions to difficult problems
  • Work closely with our backend team to interface with RESTful API services and
  • Contribute to the backend code when needed
  • Discover, design, develop, deploy, debug. Repeat!

What we are looking for...

  • 4-8 years of experience in deep learning, NLP
  • Experience in Python Coding - Core Python, Data Structures, OOP concepts
  • Good in Algorithms - Space & Time Complexity, Solving coding problems
  • Have experience with Machine Learning - ML Algorithms, Evaluation Metrics
  • Exposure to Big Data - Hadoop, Hive
  • Understanding of Statistical test - Probability Distributions, Hypothesis testing etc
  • Excellent understanding of machine learning techniques such as Regression, classification, clustering, etc and relevant algorithms.
  • Good applied statistics skills such as distributions, statistical testing, regression and
  • probabilistic modeling.
  • Experience with common data science toolkits, such as Python, R etc. Excellence in
  • python is highly desirable.
  • Good scripting and programming skills. Experience in writing API services is additional
  • advantage.
  • Knowledge of Linux - Linux commands, shell scripting
  • Proficiency in using query languages such as SQL, Hive, SQL - Querying, Joins &
  • Transforming data
  • Experience with using Big Data systems like Spark, Kafka etc.
  • Experience with NoSQL databases and data warehouses, such as MongoDB, Redshift
  • Great communication skills.

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