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Data Analyst
Valeo
posted 3mon ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
- Develop and maintain NLP and machine learning solutions tailored to the organizations specific needs.
- Implement and fine-tune state-of-the-art models, including online LLMs like Gemini, Palm, Claude, etc., and Local LLMs such as Llama-2, GPT4all, etc.,
- Collaborate with the data team to understand and interpret data structures and needs.
- Conduct rigorous model training, validation, and testing to ensure optimal performance.
- Stay updated with the latest advancements in Machine Learning, NLP and Generative AI research and methodologies.
- Work closely with other technical teams to integrate AI, Machine Learning, NLP and AI solutions into broader systems or platforms.
- Skills: NLP and NLG, Spacy, BERT, Topic modeling, Named Entity recognition, POS tagging, Gen AI, LLM, Text vectorization, multi-class classification, Machine learning Algorithms
-
- Creating data pipelines:
- Read source data from different formats (excel, csv, txt, pdf etc) and transform the data using suitable scripts in a way to bring out business value from the data
- Load the data into servers ensuring good data quality, right quantity, technical accuracy and sufficiency to meet project objectives
- Prepare both structured and unstructured data to the right format to train machine learning algorithms.
-
- Proof of concepts:
- Create quick Proof of concepts using Streamlite, Flask and other similar Front ends.
- Take care of the functionality and version management of PoCs
- Own the PoCs and help the deployment team to productionize the application.
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Employment Type: Full Time, Permanent
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(based on 50 Valeo interviews)
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26%
22%
14%
12%
10%
16% candidates got the interview through other sources.
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What people at Valeo are saying
Data Analyst salary at Valeo
reported by
10
employees
₹2.5
L/yr - ₹7.5
L/yr
40%
less
than the average Data Analyst Salary in India
View more details
What Valeo employees are saying about work life
based on 1.1k employees
Flexible timing
Monday to Friday
No travel
Day Shift
Valeo Benefits
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Valeo Chennai Office Location
Chennai Office
Valeo India Private Limited, Block - A, 4th Floor, TECCI Park, New Number 173, Old Numbner 285, Rajiv Gandhi Salai, Sholinganallur, Karapakkam
Chennai
Tamil Nadu 600119
Tamil Nadu 600119
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