Job description

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


Data Science, Python, ML
tensorflow, tableau, ci/cd, cloud

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