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15 Preprocessing Jobs

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Artificial Intelligence (AI) Intern
Unikwork

0 years

Vadodara

On-site

Qualification BE (CSE/IT)/ B.TECH(CSE/IT)/ MCA/ ME(CSE/IT)/ M.SC/ M.TECH(CSE/IT) Location Vadodara Salary range Paid Internship Experience/Seniority level Fresher/Internship Job Time Full Time Requirements / Your Skills Annotate, build, train, evaluate, and fine-tune machine learning and deep learning models for various use cases. Implement data pipelines for preprocessing, augmentation, and transformation of structured and unstructured datasets. Perform exploratory data analysis (EDA), feature engineering, and data visualization. Work on computer vision and image/video processing tasks using industry-standard frameworks. Utilize GPU acceleration (CUDA, cuDNN, TensorRT) for training and opti...

Posted 5 days ago

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Artificial Intelligence (AI) Intern
Unikwork

0 years

Vadodara

On-site

Qualification BE (CSE/IT)/ B.TECH(CSE/IT)/ MCA/ ME(CSE/IT)/ M.SC/ M.TECH(CSE/IT) Location Vadodara Salary range Paid Internship Experience/Seniority level Fresher/Internship Job Time Full Time Requirements / Your Skills Annotate, build, train, evaluate, and fine-tune machine learning and deep learning models for various use cases. Implement data pipelines for preprocessing, augmentation, and transformation of structured and unstructured datasets. Perform exploratory data analysis (EDA), feature engineering, and data visualization. Work on computer vision and image/video processing tasks using industry-standard frameworks. Utilize GPU acceleration (CUDA, cuDNN, TensorRT) for training and opti...

Posted 1 week ago

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Artificial Intelligence (AI) Intern
Unikwork

0 years

Vadodara

On-site

Qualification BE (CSE/IT)/ B.TECH(CSE/IT)/ MCA/ ME(CSE/IT)/ M.SC/ M.TECH(CSE/IT) Location Vadodara Salary range Paid Internship Experience/Seniority level Fresher/Internship Job Time Full Time Requirements / Your Skills Annotate, build, train, evaluate, and fine-tune machine learning and deep learning models for various use cases. Implement data pipelines for preprocessing, augmentation, and transformation of structured and unstructured datasets. Perform exploratory data analysis (EDA), feature engineering, and data visualization. Work on computer vision and image/video processing tasks using industry-standard frameworks. Utilize GPU acceleration (CUDA, cuDNN, TensorRT) for training and opti...

Posted 1 week ago

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AI / ML Engineer
Accenture in India

5.0 years

Greater ahmedabad area

On-site

Project Role : AI / ML Engineer Project Role Description : Develops applications and systems that utilize AI tools, Cloud AI services, with proper cloud or on-prem application pipeline with production ready quality. Be able to apply GenAI models as part of the solution. Could also include but not limited to deep learning, neural networks, chatbots, image processing. Must have skills : Machine Learning Operations Good to have skills : NA Minimum 5 Year(s) Of Experience Is Required Educational Qualification : 15 years full time education Summary: As an AI / ML Engineer, you will develop applications and systems that leverage artificial intelligence tools and cloud AI services. Your typical day...

Posted 1 week ago

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AI / ML Engineer
Accenture in India

5.0 years

Greater ahmedabad area

On-site

Project Role : AI / ML Engineer Project Role Description : Develops applications and systems that utilize AI tools, Cloud AI services, with proper cloud or on-prem application pipeline with production ready quality. Be able to apply GenAI models as part of the solution. Could also include but not limited to deep learning, neural networks, chatbots, image processing. Must have skills : Machine Learning Operations Good to have skills : NA Minimum 5 Year(s) Of Experience Is Required Educational Qualification : 15 years full time education Summary: As an AI / ML Engineer, you will engage in the development of applications and systems that leverage artificial intelligence tools and cloud AI servi...

Posted 1 week ago

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Artificial Intelligence (AI) Intern
Unikwork

0 years

Surat

On-site

Qualification BE (CSE/IT)/ B.TECH(CSE/IT)/ MCA/ ME(CSE/IT)/ M.SC/ M.TECH(CSE/IT) Location Vadodara, Surat Salary range Paid Internship Experience/Seniority level Fresher/Internship Job Time Full Time Requirements / Your Skills Annotate, build, train, evaluate, and fine-tune machine learning and deep learning models for various use cases. Implement data pipelines for preprocessing, augmentation, and transformation of structured and unstructured datasets. Perform exploratory data analysis (EDA), feature engineering, and data visualization. Work on computer vision and image/video processing tasks using industry-standard frameworks. Utilize GPU acceleration (CUDA, cuDNN, TensorRT) for training a...

Posted 1 week ago

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Data Science (Python, Machine Learning)
Tata Consultancy Services

5.0 - 10.0 years

3 - 6 Lacs

Calcutta

On-site

TCS is hiring for Data Science (Python, Machine Learning) Experience: 5 to 10 Years Location: Kolkata Must Have: Analyze large and complex datasets to extract meaningful insights and patterns. Develop, implement, and optimize machine learning models to solve business problems. Build and maintain scalable data pipelines and workflows for data preprocessing and feature engineering. Collaborate with stakeholders to understand business requirements and translate them into data science solutions. Perform exploratory data analysis (EDA) and statistical analysis to support decision-making. Create data visualizations and dashboards to communicate findings effectively to non-technical stakeholders. S...

Posted 2 weeks ago

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Artificial Intelligence (AI) Intern
Unikwork

0 years

Surat

On-site

Qualification BE (CSE/IT)/ B.TECH(CSE/IT)/ MCA/ ME(CSE/IT)/ M.SC/ M.TECH(CSE/IT) Location Vadodara, Surat Salary range Paid Internship Experience/Seniority level Fresher/Internship Job Time Full Time Requirements / Your Skills Annotate, build, train, evaluate, and fine-tune machine learning and deep learning models for various use cases. Implement data pipelines for preprocessing, augmentation, and transformation of structured and unstructured datasets. Perform exploratory data analysis (EDA), feature engineering, and data visualization. Work on computer vision and image/video processing tasks using industry-standard frameworks. Utilize GPU acceleration (CUDA, cuDNN, TensorRT) for training a...

Posted 2 weeks ago

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Artificial Intelligence (AI) Intern
Unikwork

0 years

Surat

On-site

Qualification BE (CSE/IT)/ B.TECH(CSE/IT)/ MCA/ ME(CSE/IT)/ M.SC/ M.TECH(CSE/IT) Location Vadodara, Surat Salary range Paid Internship Experience/Seniority level Fresher/Internship Job Time Full Time Requirements / Your Skills Annotate, build, train, evaluate, and fine-tune machine learning and deep learning models for various use cases. Implement data pipelines for preprocessing, augmentation, and transformation of structured and unstructured datasets. Perform exploratory data analysis (EDA), feature engineering, and data visualization. Work on computer vision and image/video processing tasks using industry-standard frameworks. Utilize GPU acceleration (CUDA, cuDNN, TensorRT) for training a...

Posted 2 weeks ago

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Machine Learning Engineer
Uplers

3.0 years

Sadar, Uttar pradesh, India

Remote

Experience : 3.00 + years Salary : Confidential (based on experience) Expected Notice Period : 30 Days Shift : (GMT+05:30) Asia/Kolkata (IST) Opportunity Type : Remote Placement Type : Full Time Permanent position(Payroll and Compliance to be managed by: Saxecap) (*Note: This is a requirement for one of Uplers' client - Saxecap) What do you need for this opportunity? Must have skills required: classical ML, LLM, Deep Learning, Python, Model, Fine Tuning, NLP, Generative AI Saxecap is Looking for: We are looking for a Machine Learning Engineer with strong foundations in machine learning and deep learning to build, fine-tune, and deploy ML models from scratch. This role is not focused on LLMs,...

Posted 3 weeks ago

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Machine Learning Engineer
Uplers

3.0 years

Nashik, Maharashtra, India

Remote

Experience : 3.00 + years Salary : Confidential (based on experience) Expected Notice Period : 30 Days Shift : (GMT+05:30) Asia/Kolkata (IST) Opportunity Type : Remote Placement Type : Full Time Permanent position(Payroll and Compliance to be managed by: Saxecap) (*Note: This is a requirement for one of Uplers' client - Saxecap) What do you need for this opportunity? Must have skills required: classical ML, LLM, Deep Learning, Python, Model, Fine Tuning, NLP, Generative AI Saxecap is Looking for: We are looking for a Machine Learning Engineer with strong foundations in machine learning and deep learning to build, fine-tune, and deploy ML models from scratch. This role is not focused on LLMs,...

Posted 3 weeks ago

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Artificial Intelligence (AI) Intern
Unikwork

0 years

Surat

On-site

Qualification BE (CSE/IT)/ B.TECH(CSE/IT)/ MCA/ ME(CSE/IT)/ M.SC/ M.TECH(CSE/IT) Location Vadodara, Surat Salary range Paid Internship Experience/Seniority level Fresher/Internship Job Time Full Time Requirements / Your Skills Annotate, build, train, evaluate, and fine-tune machine learning and deep learning models for various use cases. Implement data pipelines for preprocessing, augmentation, and transformation of structured and unstructured datasets. Perform exploratory data analysis (EDA), feature engineering, and data visualization. Work on computer vision and image/video processing tasks using industry-standard frameworks. Utilize GPU acceleration (CUDA, cuDNN, TensorRT) for training a...

Posted 3 weeks ago

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Artificial Intelligence (AI) Intern
Unikwork

0 years

Surat

On-site

Qualification BE (CSE/IT)/ B.TECH(CSE/IT)/ MCA/ ME(CSE/IT)/ M.SC/ M.TECH(CSE/IT) Location Vadodara, Surat Salary range Paid Internship Experience/Seniority level Fresher/Internship Job Time Full Time Requirements / Your Skills Annotate, build, train, evaluate, and fine-tune machine learning and deep learning models for various use cases. Implement data pipelines for preprocessing, augmentation, and transformation of structured and unstructured datasets. Perform exploratory data analysis (EDA), feature engineering, and data visualization. Work on computer vision and image/video processing tasks using industry-standard frameworks. Utilize GPU acceleration (CUDA, cuDNN, TensorRT) for training a...

Posted 3 weeks ago

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Artificial Intelligence (AI) Intern
Unikwork

0 years

Surat

On-site

Qualification BE (CSE/IT)/ B.TECH(CSE/IT)/ MCA/ ME(CSE/IT)/ M.SC/ M.TECH(CSE/IT) Location Vadodara, Surat Salary range Paid Internship Experience/Seniority level Fresher/Internship Job Time Full Time Requirements / Your Skills Annotate, build, train, evaluate, and fine-tune machine learning and deep learning models for various use cases. Implement data pipelines for preprocessing, augmentation, and transformation of structured and unstructured datasets. Perform exploratory data analysis (EDA), feature engineering, and data visualization. Work on computer vision and image/video processing tasks using industry-standard frameworks. Utilize GPU acceleration (CUDA, cuDNN, TensorRT) for training a...

Posted 3 weeks ago

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Python AI/ML Developer
Desirous Global Consulting

0.0 - 4.0 years

Mohali, All india

On-site

As an IT professional at our company, you will be responsible for assisting in the development and implementation of machine learning models and algorithms. Your main tasks will include writing clean, efficient, and reusable Python code for data processing, modeling, and deployment. Additionally, you will work on datasets by performing tasks such as data cleaning, preprocessing, feature engineering, and visualization. Key Responsibilities: - Assist in the development and implementation of machine learning models and algorithms. - Write clean, efficient, and reusable Python code for data processing, modeling, and deployment. - Work on datasets: data cleaning, preprocessing, feature engineerin...

Posted 4 weeks ago

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Exploring Preprocessing Jobs in India

The preprocessing job market in India is thriving, with numerous opportunities for job seekers looking to enter or advance in this field. Preprocessing roles are crucial in various industries such as IT, data science, and finance, as they involve preparing and cleaning data before it can be analyzed or used for decision-making.

Top Hiring Locations in India

  1. Bangalore
  2. Hyderabad
  3. Pune
  4. Chennai
  5. Mumbai

These cities are known for their strong presence in the IT and technology sectors, making them hotspots for preprocessing job opportunities.

Average Salary Range

The salary range for preprocessing professionals in India varies based on experience and location. Entry-level roles typically start around ₹3-6 lakhs per annum, while experienced professionals can earn anywhere from ₹8-15 lakhs per annum.

Career Path

In the preprocessing field, a typical career path may include roles such as Data Analyst, Data Engineer, and Data Scientist. Progression often follows a trajectory from Junior Data Analyst to Senior Data Analyst, and then to roles like Data Scientist or Data Engineer.

Related Skills

In addition to preprocessing skills, professionals in this field are often expected to have knowledge of programming languages such as Python or R, familiarity with data visualization tools like Tableau or Power BI, and experience working with databases like SQL.

Interview Questions

  • What is data preprocessing? (basic)
  • Can you explain the difference between data cleaning and data preprocessing? (medium)
  • How do you handle missing values in a dataset? (medium)
  • What are some common techniques for outlier detection in data preprocessing? (medium)
  • How do you handle categorical variables in a dataset? (medium)
  • What is the purpose of feature scaling in data preprocessing? (basic)
  • Explain the concept of data normalization. (medium)
  • How do you deal with imbalanced datasets in preprocessing? (advanced)
  • What are some popular libraries or tools you use for data preprocessing tasks? (basic)
  • Can you walk us through your process for feature selection in a dataset? (medium)
  • What is the curse of dimensionality, and how does it relate to preprocessing? (advanced)
  • How do you handle multicollinearity in a dataset? (advanced)
  • Explain the concept of data transformation in preprocessing. (medium)
  • How do you assess the quality of a dataset before preprocessing? (medium)
  • What are some common challenges you face in data preprocessing, and how do you overcome them? (medium)
  • Can you discuss the importance of data preprocessing in machine learning models? (basic)
  • How do you handle noisy data in a dataset? (medium)
  • What is the role of exploratory data analysis in data preprocessing? (basic)
  • How do you address data leakage in preprocessing? (advanced)
  • Can you explain the difference between batch normalization and feature scaling? (advanced)
  • How do you evaluate the effectiveness of a preprocessing technique? (medium)
  • Describe a time when a preprocessing technique you implemented had a significant impact on the outcome of a project. (advanced)
  • What are some best practices you follow when performing data preprocessing tasks? (medium)
  • How do you stay updated with the latest trends and advancements in data preprocessing? (basic)
  • Can you discuss a challenging data preprocessing problem you encountered and how you solved it? (advanced)

Closing Remark

As you navigate the world of preprocessing jobs in India, remember to showcase your skills, knowledge, and passion for data preprocessing during interviews. With preparation and confidence, you can land the preprocessing job of your dreams and contribute to the growing demand for data professionals in the country. Good luck!

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