Data Scientist

Job Title

Data Scientist

Relevant Experience

(in Yrs)

6-8 years of Relevant Experience

Technical/Functional Skills

Required Skills:

• 5+ years relevant real-world experience researching, developing, and delivering high impact data driven insights through machine learning.
• Deep understanding of supervised, unsupervised, reinforcement machine learning and NLP / NLU / LLM techniques.
• High proficiency in exploratory data analysis, data profiling, and feature engineering on large structured and unstructured datasets.
• In depth knowledge and hands-on computer programming in SQL, Python, R or similar programming language.
• Excellent written and verbal communication and consultancy skills - ability to succinctly communicate results and tell compelling stories with data to any audience.

Preferred Skills:

• Deep knowledge of probability, statistics and machine learning algorithms and be able to determine when to apply them.
• Familiarity with big data platforms (like Spark, Databricks), machine learning frameworks (like Tensorflow, Keras, MXNet or PyTorch) and libraries (like scikit-learn, numpy, pandas, and scikit-learn) and ability to learn new technologies quickly.
• Knowledge of Azure, or similar cloud platforms.
• Experience presenting to both technical and non-technical audiences and a history of publications or presentations at conferences is a plus.

Experience Required

Yes

Roles & Responsibilities

• Data mining or extracting usable data from valuable data sources
• Using machine learning tools to select features, create and optimize classifiers
• Carrying out preprocessing of structured and unstructured data
• Enhancing data collection procedures to include all relevant information for developing analytic systems
• Processing, cleansing, and validating the integrity of data to be used for analysis
• Analyzing large amounts of information to find patterns and solutions
• Developing prediction systems and machine learning algorithms
• Presenting results in a clear manner
• Propose solutions and strategies to tackle business challenges
• Collaborate with Business and IT teams

Generic Managerial Skills

Optional

Education

• Bachelor's degree