Data Scientist

Job Description:

The data science team at AngelOne aims to produce top-quality work that makes a positive impact on our business. We are looking for experienced self-driven data scientists who match these ideals. The candidate should be adept at discovering insights from large datasets and providing data-driven solutions to business units. Together with a strong technical background, they should fundamentally be curious, creative, and possess a keen sense of observation. They must also have excellent comprehension and communication skills to understand business use-cases and present their findings to stakeholders.

Responsibilities:

• Understand data landscape
  
• Perform ad-hoc analysis and present results in a clear manner
  
• Develop and test hypothesis in collaboration with domain experts
  
• Work on the full lifecycle of machine learning development including sourcing, dataset curation, feature engineering, model training, model tuning, and offline & online experimentation
• Understand business problems and evaluate fitment of technical solutions to the problem statement
  
• Evaluate effectiveness of solutions and work toward its continuous improvement
  

Requirements / Skills:

• Strong programming skills with minimum 5 years of experience in Python
  
• Experience working with databases and expert knowledge of SQL
• Proficiency in statistical ML algorithms and statistics analysis methods
  
• Good knowledge of machine learning tools such as Scikit-Learn, Pytorch/Tensorflow
  
• Knowledge of visualisation tools
• Strong analytical and critical thinking skills
  
• Great communication skills
  
• Learning mindset
  
• Experience in Deep Learning applications is a plus
  
• Experience with Big Data technologies, e.g.: Spark, Hive, and Presto, and ETL pipelines is a plus

Must Have:

• Must have good communication skills and analytical ability
  
• Statistical and core ML algorithm knowledge must be strong
  
• Good programming skills
  
• Enthusiasm to learn