Cincinnati, OH · On-site
$105K - $127K/yr
... data preprocessing, model training, and deployment. • Work with large datasets: clean, transform, and analyze structured and unstructured data. • Collaborate with cross-functional teams (data ...
Cincinnati, OH · On-site
$105K - $127K/yr
... data preprocessing, model training, and deployment. • Work with large datasets: clean, transform, and analyze structured and unstructured data. • Collaborate with cross-functional teams (data ...
Cincinnati, OH · Remote
$18 - $40/hr
Guides students through data preprocessing, feature selection, building and comparing classification and regression models, implementing clustering algorithms, and interpreting confusion matrices and ...
Cincinnati, OH · Remote
$18 - $40/hr
Guides students through data preprocessing, feature selection, building and comparing classification and regression models, implementing clustering algorithms, and interpreting confusion matrices and ...
... and preprocessing techniques Data visualization proficiency using tools like Tableau or Power BI Strong problem-solving skills for data-related challenges Excellent communication skills to convey ...
... and preprocessing techniques Data visualization proficiency using tools like Tableau or Power BI Strong problem-solving skills for data-related challenges Excellent communication skills to convey ...
Mason, OH · On-site +1
Expertise in data cleaning and preprocessing techniques * Data visualization proficiency using tools like Tableau or Power BI * Strong problem-solving skills for data-related challenges * Excellent ...
Mason, OH · On-site +1
Expertise in data cleaning and preprocessing techniques * Data visualization proficiency using tools like Tableau or Power BI * Strong problem-solving skills for data-related challenges * Excellent ...
... and preprocessing techniques Data visualization proficiency using tools like Tableau or Power BI Strong problem-solving skills for data-related challenges Excellent communication skills to convey ...
... and preprocessing techniques Data visualization proficiency using tools like Tableau or Power BI Strong problem-solving skills for data-related challenges Excellent communication skills to convey ...
... and preprocessing techniques Data visualization proficiency using tools like Tableau or Power BI Strong problem-solving skills for data-related challenges Excellent communication skills to convey ...
... and preprocessing techniques Data visualization proficiency using tools like Tableau or Power BI Strong problem-solving skills for data-related challenges Excellent communication skills to convey ...
Data engineering + APIs * ETL (extract, transform, load) and data engineering (pipelines, quality, preprocessing) * FastAPI (or equivalent) to build backend services * API development and integration ...
Data engineering + APIs * ETL (extract, transform, load) and data engineering (pipelines, quality, preprocessing) * FastAPI (or equivalent) to build backend services * API development and integration ...
Cincinnati, OH · Remote
$18 - $40/hr
Guides students through implementing classification and regression models, designing neural networks, preprocessing data, evaluating model performance with metrics, and interpreting AI system outputs.
Cincinnati, OH · Remote
$18 - $40/hr
Guides students through implementing classification and regression models, designing neural networks, preprocessing data, evaluating model performance with metrics, and interpreting AI system outputs.
Mason, OH · Hybrid
Responsible for the design and development of custom ML, Gen AI, NLP, LLM Models for batch and stream processing-based AI ML pipelines including data ingestion, preprocessing modules, search and ...
Mason, OH · Hybrid
Responsible for the design and development of custom ML, Gen AI, NLP, LLM Models for batch and stream processing-based AI ML pipelines including data ingestion, preprocessing modules, search and ...
Mason, OH · Hybrid
Responsible for the design and development of custom ML, Gen AI, NLP, LLM Models for batch and stream processing-based AI ML pipelines including data ingestion, preprocessing modules, search and ...
Mason, OH · Hybrid
Responsible for the design and development of custom ML, Gen AI, NLP, LLM Models for batch and stream processing-based AI ML pipelines including data ingestion, preprocessing modules, search and ...
$43.6K - $60.6K
1% of jobs
$60.6K - $77.7K
2% of jobs
$77.7K - $94.7K
4% of jobs
$94.7K - $111.7K
9% of jobs
$126.2K is the 25th percentile. Wages below this are outliers.
$111.7K - $128.8K
11% of jobs
$128.8K - $145.8K
7% of jobs
The median wage is $151.2K / yr.
$145.8K - $162.8K
50% of jobs
$162.8K - $179.8K
2% of jobs
$179.8K - $196.9K
1% of jobs
$196.9K - $213.9K
0% of jobs
$213.9K - $230.9K
13% of jobs
$43.6K
$156.5K
$230.9K
| Aspect | Data Preprocessing | Data Analysis |
|---|---|---|
| Primary Focus | Cleaning, transforming, and preparing raw data for analysis | Interpreting data to extract insights and support decision-making |
| Skills Required | Data cleaning, scripting, understanding of data formats | Statistical analysis, data visualization, critical thinking |
| Work Environment | Data engineering teams, data science projects | Business intelligence, research, data science teams |
| Tools Used | Python, R, SQL, ETL tools | Excel, Tableau, R, Python, statistical software |
While data preprocessing involves preparing raw data for analysis by cleaning and transforming it, data analysis focuses on interpreting the prepared data to uncover trends and insights. Both roles are essential in the data pipeline but serve different purposes in the data lifecycle.
$105K - $127K/yr
Full-time
Re-posted 10 days ago
6.5
Based on 21 frontline employees who took The Breakroom Quiz
169th of 220 rated it services
• Contribute to the design, build, deployment, and optimization of AI/GenAI/Agentic AI solutions for customers as well as internal TCS AI and Data business platforms. • Design, train, and optimize machine learning models for classification, regression, NLP, or computer vision tasks. • Write clean, efficient, and well-documented Python code for data preprocessing, model training, and deployment. • Work with large datasets: clean, transform, and analyze structured and unstructured data. • Collaborate with cross-functional teams (data engineers, researchers, and product managers) to integrate AI/ML solutions into applications and workflows. • Conduct experiments, evaluate model performance, and present findings with clear metrics and visualizations. • Stay updated on emerging AI/ML and Agentic AI research and contribute innovative ideas to improve products and processes.
• Bachelor’s or Master’s degree in Computer Science, Data Science, Electrical Engineering, Applied Math, or related field. • Strong Python programming skills (experience with libraries such as NumPy, Pandas, scikit-learn, TensorFlow, or PyTorch). • Academic or internship experience in machine learning, AI, or data-driven projects. • Solid understanding of algorithms, data structures, and machine learning concepts. • Experience with data preprocessing, feature engineering, and model evaluation. • Familiarity with version control (Git) and Jupyter/VS Code workflows.
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Tata Consultancy Services is an IT services, consulting and business solutions organization that delivers real results to global business, ensuring a level of certainty no other firm can match. TCS offers a consulting-led, integrated portfolio of IT, BPO, infrastructure, engineering, and assurance services. This is delivered through its unique Global Network Delivery Model™, recognized as the benchmark of excellence in software development. TCS delivers a level of certainty that no other firm can match--to our clients and to our employees. Come join us and experience certainty in your career. TCS a global Consulting and IT Services firm that is ranked in the top quartile by industry analysts. Our 2021 fiscal revenues topped $25 B and our market capitalization is over $170+B, yet we have a deep and large history of philanthropy and corporate social responsibility. Now approaching 600K of the best IT professionals and consultants, we are a trusted advisor, guiding our clients' enterprises through growth and transformation journeys - helping them to become agile, intelligent, automated and on the cloud. We are devoted to DEI and are recognized as a top employer and place to work.
