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Job Location: Sardar Patel Nagar, Gujarat, The Great Bharat
Job Detail:
Responsibilities
- Building scalable DS & ML algorithms for profiling or personas, pattern identification using statistical modeling, machine learning techniques
- Modeling, Validating, importing, cleaning & transforming data with the purpose of extracting insights for the decision-making process
- Data gathering, analysis & report generations
- Use Python or equivalent statistical/data analysis tools and write production-quality code
- Manage ML lifecycle including experimentation, reproducibility, and deployment
- Work with data storage like SQL & NoSQL DBs
- Work with AWS on deployment & MLOps
- Design and Develop a feedback system to improve the overall accuracy & precision
- Build & Implement performance parameters aligned to the problem statement
- Collaborate with others, from hardworking team members within your group, to smart technologists in cross-functional teams like Data Science, Embedded & Cloud and responsible leaders across DBAI.
- Building up strong relationships with people in the organization, meaningfully collaborating, and building trust.
- Have a vision and identify strategically important problems, inefficiencies, or opportunities for meaningful improvements.
- Raise the bar on engineering excellence by improving standard methodologies, producing the best in a class of code, documentation, testing, and monitoring.
Requirements
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- Ability to execute a project with above-mentioned process/activities with the team
- 3-5 years of experience in building, shipping, debugging, and operating full-stack ML applications in a production environment.
- Experience with classical ML algorithms
- Experience with mathematical models for data patterns & profiling
- Hands-on experience with OpenCV
- Experience with the underline mathematics of ML models
- Must be well-versed with model debugging techniques
- Familiarity with working on multi-GPU rigs & cloud GPUs with Linux OX
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