Data Scientist

1 month ago

Minneapolis, United States SysMind Tech Full time
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

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