Role Title – Data scientist
Work Experience – 4 Years
Academic Requirements – Bachelors / Master’s Degree
Work Location – Remote
Key Responsibilities –
# Identify valuable data sources and automate collection processes
# Undertake pre-processing of structured and unstructured data
# Analyze large amounts of information to discover trends and patterns
# Build predictive models and machine-learning algorithms
# Combine models through ensemble modelling
# Present information using data visualization techniques
# Propose solutions and strategies to business challenges
# Collaborate with engineering and product development teams
Skill required for the job/professional skill set –
# Strong problem-solving skills with an emphasis on machine learning algorithms and model building.
# Experience using statistical computer languages (Python, SQL, etc.) to manipulate data and draw insights from large data sets.
# Knowledge of a variety of machine learning techniques (classification, clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
# Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests, and proper usage, etc.) and experience with applications.
# Excellent written and verbal communication skills for coordinating across teams.
# A drive to learn and master new technologies and techniques