Job/Position Summary

The job function involves the activities related to building Machine Learning on Deep Learning Models in Automotive domain

JOB SUMMARY

Data Scientist responsible for data analysis and ML/ DL model development

KEY ROLES & RESPONSIBILITIES

• Build methodologies and standards to prepare, extract, and analyze different data variety of data sources under the guidance of tech lead
• Participate in all aspect’s requirements gathering, data acquisition and preparation, hypothesis generation, ideation, coding, testing, and deployment of data driven solution
• Be able to organize, manage, and analyze varied and large data sets, then connect dots and identify solutions and suggestions that can help our team reach its goals
• Write and speak about technical concepts to business, technical, and high-level audiences and giving data-driven presentations
• Timely deliveries while working on projects
• Use data science toolkit (Supervised, unsupervised models, reinforcement, and probabilistic machine learning models) & data visualization techniques

PREFERRED JOB REQUIREMENTS

• Should have experience of at least 3+ years with Data Science
• Should have a 2+ years’ experience in Python
• Should have experience in pandas, numpy, sklearn, pyspark, tensorflow, keras etc.
• Should have hands-on experience with one of Tableau, Power BI, Redash, Plotly etc.
• Should have hand-on experience working on Cloud (AWS/Azure/GCP)
• Should have hand-on experience working on data bases – structured, semi-structured and unstructured
• Should have Basic Knowledge of CI/CD Pipeline
• Should have excellent communication and written skills
• Sound familiarity in Versioning tools (Git, SVN etc.)
• Knowledge of latest developments in Machine Learning, Deep Learning, Optimization in Automotive domain.
• Open minded approach to explore multiple algorithms to design optimal solution.
• History of contribution to articles/blogs/whitepapers etc. in Analytics
• History of contribution to Open Source e.g., contributed to sklearn, pandas etc.

MINIMUM JOB REQUIREMENTS

• Bachelor’s Degree in Engineering or Master’s degree in mathematics or Statistics
• Python programming knowledge
• Hands on experience on Machine Learning or Deep Learning projects or products
• Excellent time-management skills
• Outstanding interpersonal skills, excellent problem-solving skills, self-motivation

Tools

• Python, Git

Requirement

ESSENTIAL SKILLS /COMPETENCIES

• Data Science
• Python
• ML

PREFFERED SKILLS /COMPETENCIES

• tensorflow
• tableau
• ci/cd
• cloud