Data Scientist/Technical Analyst

4 - 9 years

6 - 10 Lacs

Posted:None| Platform: Naukri logo

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Job Type

Full Time

Job Description

Responsibilities:

Design data-driven solutions for business problems.
Understand automotive domain specifics; consult experts when needed.
Learn and work with vehicle IoT systems, especially the Telematics Control Unit.
Build expertise in handling time-series data.
Perform data cleaning, preparation, and ETL processes.
Explore data to find insights, trends, and patterns; collaborate with domain experts to test hypotheses.
Create and select meaningful features for modelling.
Choose and apply suitable ML/DL algorithms; build training pipelines and optimize models.
Validate models and use ensemble methods when beneficial.
Visualize and report findings using graphs and summaries.
Mentor junior data scientists and support their development.

Essential:

A minimum of

4 years

of industry experience in data science.
Proficiency in

Python

programming with experience in

pandas

,

NumPy

,

matplotlib

, and

sklearn

libraries.
Competence in

statistical analysis

, including descriptive, inferential statistics, and hypothesis testing.
Practical experience in

mathematical modelling

and a variety of machine learning techniques, such as:
o Generalized Linear Models (GLM), Boosting Algorithms, Decision Trees, Neural Networks, Support Vector Machines (SVM), and Bayesian Methods.
o Econometric analysis.
o Deep Learning models including Recurrent Neural Networks (RNNs), Long Short-Term Memory networks (LSTM), and Gated Recurrent Units (GRUs).
o Unsupervised learning algorithms and image classification using computer vision.
Proven track record of successful model deployment.

Desirable:

Experience with accident simulation

tools such as

PC crash

or

OPENPass

.
Familiarity with time-series and IoT data analytics.
Familiarity with LLMs
Knowledge of automotive systems, vehicle fundamentals, and Controller Area Network (CAN) protocol.

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