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Mahindra & Mahindra Ltd logo

Manager/Deputy/Assistant Infotech

5 years

3 - 9 Lacs

mohali

Posted:2 days ago| Platform: GlassDoor logo

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Skills Required

data analysis extract support model development design learning engineering ml containerization docker monitoring documentation programming python flask sql probability tensorflow bitbucket aws processing vision reinforcement ai

Work Mode

On-site

Job Type

Part Time

Job Description

Responsibilities & Key Deliverables
a. Data Analysis: Conduct thorough data analysis to extract meaningful insights and support decision-making processes.
b. Model Development: Design, develop, and deploy predictive models using machine learning and statistical techniques. c. Model Engineering: Experience with deploying and operationalizing machine learning models, including familiarity with relevant tools and platforms like ML pipelines, cloud services, containerization (Docker), and proficiency in integrating models into production systems, alongwith the standard skills like data cleaning, feature engineering, and model selection. d. Performance Monitoring: Monitor and evaluate the performance of models (using Metrices) in production, and implement improvements as needed. e. Documentation: Maintain detailed documentation of data processes, models, and methodologies for future reference.
Preferred Industries
Education Qualification
BE-Tech (Computer Science)/MCA, Google Cloud Professional ML Engineer
General Experience
5 years of relevant in developing and deploying ML Models
Critical Experience
a. Proficiency in programming languages such as Python, Web frameworks like Flask or Streamlit and SQL database.
b. Statistical Knowledge: Strong understanding of statistical methods, probability, and data distributions. c. Machine Learning: Experience with machine learning frameworks and libraries like TensorFlow, scikit-learn, and PyTorch. d Data Wrangling: Expertise in data cleaning, transformation and feature engineering. e. Analytical Skills: Excellent problem-solving and analytical thinking abilities. f. Familiarity with Bitbucket for version control. g. Experience with cloud platforms (e.g., AWS, Google Cloud) and containerization (e.g., Docker). h. Familiarity with natural language processing (NLP), Computer vision, reinforcement learning and other advanced AI techniques.
System Generated Core Skills
Customer Experience
Consumer Focus
Project Management
SAP
System Generated Secondary Skills


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