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Junior Data Scientist

Digitap.ai ยท Bengaluru, India
// classified as
Other (Adjacent or hard to classify.)
posted
1d ago
location
Bengaluru, India
languages
python, sql
tools
โ€”
> stack
pythonsqlnumpypandas
> description
<p style="box-sizing: border-box; outline: 0px; margin: 0px; color: rgb(0, 0, 0); font-family: -apple-system, BlinkMacSystemFont, ;"><strong><strong>About Digitap.ai:</strong><br></strong></p><p style="box-sizing: border-box; outline: 0px; margin: 0px; color: rgb(0, 0, 0); font-family: -apple-system, BlinkMacSystemFont, ;"><br>DIGITAP.AI is an Enterprise SaaS company providing high-tech advanced AI/ML, Alternate Data Solutions to new-age internet-driven businesses for reliable, fast, and 100% compliant Customer Onboarding, Alternate Data Solutions for Automated Risk Management, and other Value-Added Services. Our proprietary Machine Learning Algorithms and Modules provide one of the best success rates in the market. We work with the top digital lenders of India &amp; the team brings together deep and vibrant experience in Fintech Product &amp; Risk Management, Fraud Detection, and Risk Analytics.</p><p style="box-sizing: border-box; outline: 0px; margin: 0px; color: rgb(0, 0, 0); font-family: -apple-system, BlinkMacSystemFont, ;"><br></p><p style="box-sizing: border-box; outline: 0px; margin: 0px; color: rgb(0, 0, 0); font-family: -apple-system, BlinkMacSystemFont, ;"><strong>Culture and Benefits:</strong></p><p style="box-sizing: border-box; outline: 0px; margin: 0px; color: rgb(0, 0, 0); font-family: -apple-system, BlinkMacSystemFont, ;"><br></p><ul><li>Innovative Start-up Environment:&nbsp;Enjoy the flexibility to design, implement, and influence the development of cutting-edge solutions.</li><li>Transparency and Meritocracy:&nbsp;We value clear communication, eschew politics, and promote an open culture where contributions are recognized and rewarded.</li><li>Ownership and Impact:&nbsp;We encourage team members to take ownership, think beyond their roles, and contribute to the company's success in meaningful ways.</li><li>Competitive Compensation: We offer a competitive salary and a potential equity package, aligning your success with the company's growth.</li></ul><div style="box-sizing: border-box; outline: 0px; color: rgb(0, 0, 0); font-family: -apple-system, BlinkMacSystemFont, ;"><h4 style="box-sizing: border-box; outline: 0px; font-family: -apple-system, BlinkMacSystemFont, ;"><strong>Job Description:</strong></h4></div><div><span style="color: rgba(0, 0, 0, 0.9); font-family: -apple-system, system-ui, BlinkMacSystemFont, "><strong>Key Responsibilities</strong></span><span style="box-sizing: inherit; margin: 0px; padding: 0px; border-color: rgba(0, 0, 0, 0.9); border-style: none; border-width: 0px; border-image: none 100% / 1 / 0 stretch; font-size: 14px; vertical-align: baseline; background-image: none; background-position: 0% 0%; background-size: auto; background-repeat: repeat; background-attachment: scroll; background-origin: padding-box; background-clip: border-box; outline: rgba(0, 0, 0, 0.9) none 0px; font-family: -apple-system, system-ui, BlinkMacSystemFont, "><br style="box-sizing: inherit; line-height: inherit;"><ul><li><span style="color: rgba(0, 0, 0, 0.9); font-family: -apple-system, system-ui, BlinkMacSystemFont, ">Assist in developing machine learning models for credit scoring, fraud detection, and risk prediction</span></li><li><span style="color: rgba(0, 0, 0, 0.9); font-family: -apple-system, system-ui, BlinkMacSystemFont, ">Work with large datasets for data cleaning, preprocessing, and feature engineering</span></li><li><span style="color: rgba(0, 0, 0, 0.9); font-family: -apple-system, system-ui, BlinkMacSystemFont, ">Support model experimentation, evaluation, and performance optimization</span></li><li><span style="color: rgba(0, 0, 0, 0.9); font-family: -apple-system, system-ui, BlinkMacSystemFont, ">Contribute to building automated ML pipelines for data processing and model training</span></li><li><span style="color: rgba(0, 0, 0, 0.9); font-family: -apple-system, system-ui, BlinkMacSystemFont, ">Monitor model performance and data drift in production systems</span></li><li><span style="color: rgba(0, 0, 0, 0.9); font-family: -apple-system, system-ui, BlinkMacSystemFont, ">Collaborate with data scientists, engineers, and product teams to translate business problems into ML solutions</span></li></ul></span></div><div><span style="color: rgba(0, 0, 0, 0.9); font-family: -apple-system, system-ui, BlinkMacSystemFont, "><strong>Required Skills</strong></span></div><ul><li><span style="color: rgba(0, 0, 0, 0.9); font-family: -apple-system, system-ui, BlinkMacSystemFont, ">1+ year experience working with Machine Learning models (classification/regression)</span></li><li><span style="color: rgba(0, 0, 0, 0.9); font-family: -apple-system, system-ui, BlinkMacSystemFont, ">Strong Python programming skills</span></li><li><span style="color: rgba(0, 0, 0, 0.9); font-family: -apple-system, system-ui, BlinkMacSystemFont, ">Experience with NumPy, Pandas, Scikit-learn, Matplotlib/Seaborn</span></li><li><span style="color: rgba(0, 0, 0, 0.9); font-family: -apple-system, system-ui, BlinkMacSystemFont, ">Knowledge of model evaluation, cross-validation, overfitting, and feature importance</span></li><li><span style="color: rgba(0, 0, 0, 0.9); font-family: -apple-system, system-ui, BlinkMacSystemFont, ">Experience with data cleaning, preprocessing, and feature engineering</span></li><li><span style="color: rgba(0, 0, 0, 0.9); font-family: -apple-system, system-ui, BlinkMacSystemFont, ">Basic SQL querying skills</span></li><li><span style="color: rgba(0, 0, 0, 0.9); font-family: -apple-system, system-ui, BlinkMacSystemFont, ">Familiarity with Git and collaborative development</span></li></ul><div><span style="color: rgba(0, 0, 0, 0.9); font-family: -apple-system, system-ui, BlinkMacSystemFont, "><strong>Preferred Qualifications</strong></span><span style="box-sizing: inherit; margin: 0px; padding: 0px; border-color: rgba(0, 0, 0, 0.9); border-style: none; border-width: 0px; border-image: none 100% / 1 / 0 stretch; font-size: 14px; vertical-align: baseline; background-image: none; background-position: 0% 0%; background-size: auto; background-repeat: repeat; background-attachment: scroll; background-origin: padding-box; background-clip: border-box; outline: rgba(0, 0, 0, 0.9) none 0px; font-family: -apple-system, system-ui, BlinkMacSystemFont, "><br style="box-sizing: inherit; line-height: inherit;"><ul><li><span style="color: rgba(0, 0, 0, 0.9); font-family: -apple-system, system-ui, BlinkMacSystemFont, ">Degree in Computer Science, Data Science, Mathematics, or related field</span></li><li><span style="color: rgba(0, 0, 0, 0.9); font-family: -apple-system, system-ui, BlinkMacSystemFont, ">Exposure to Fintech / Credit Risk / Business Analytics</span></li><li><span style="color: rgba(0, 0, 0, 0.9); font-family: -apple-system, system-ui, BlinkMacSystemFont, ">Basic understanding of MLOps, model deployment, or pipeline automation</span></li><li><span style="color: rgba(0, 0, 0, 0.9); font-family: -apple-system, system-ui, BlinkMacSystemFont, ">Passion for learning new ML tools and technologies</span></li></ul></span></div><div><br></div>