Job Description
Data Scientist – Traditional Machine Learning
Experience Criteria:
- Non-Tier Institutes: 5+ Years
- Tier 1 & Tier 2 Institutes with Masters Degree: 3+ Years
Location: Gurgaon / Bangalore
Key Responsibilities
- Build and deploy machine learning models for classification, regression, forecasting, and risk analytics
- Work on supervised and unsupervised ML techniques
- Develop models using:
- Linear & Logistic Regression
- SVM
- Random Forest
- XGBoost
- LightGBM
- Perform feature engineering, model tuning, validation, and performance optimization
- Analyze structured and large-scale datasets to generate business insights
- Collaborate with business stakeholders and translate requirements into ML solutions
- Drive end-to-end model lifecycle including deployment and monitoring
Required Skills
- Strong hands-on experience in Python and SQL
- Expertise in Scikit-learn, XGBoost, LightGBM, Pandas, NumPy
- Good understanding of statistics, probability, and ML algorithms
- Experience with model evaluation metrics and cross-validation techniques
- Strong data manipulation and analytical problem-solving skills
- Knowledge of cloud platforms (AWS/Azure/GCP) is a plus
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Preferred Domain Experience
- Banking
- Financial Services
- Insurance Analytics
- Risk & Fraud Analytics
- Customer Analytics
Education
- B.Tech / BE / MCA / Masters in Computer Science, Statistics, Mathematics, Data Science, or related quantitative fields
Nice to Have
- Exposure to NLP or GenAI use cases
- Experience in model deployment/MLOps
- Understanding of scalable ML pipelines
Skills
PythonCustomer AnalyticsData ManipulationData ScienceLogistic RegressionMachine LearningData ScientistAnalyticsMlSqlIf an employer asks you to pay any kind of fee, please notify us immediately. Jobaaj does not charge any fee from the applicants and we do not allow other companies also to do so.
About Company
Crescendo Global is a premier leadership hiring and consulting firm that specializes in empowering organizations by sourcing top-tier talent across various industries. With a mission deeply rooted in the belief that the right leadership can transform the trajectory of any business, Crescendo Global is committed to bridging the gap between high-caliber individuals and the firms that seek them. This commitment is reflected in every Crescendo Global career, where professionals are not just part of a team but are integral to the vision of reshaping the future of global businesses.
The vision of Crescendo Global is to be the catalyst in a world of limitless potential by fostering a culture of excellence, innovation, and integrity. This vision guides the firm's approach to every Crescendo Global career, ensuring that each employee is aligned with the goal of delivering unparalleled service and results. A Crescendo Global career is more than just a pathway to professional growth; it's an opportunity to be part of a larger movement aimed at creating meaningful impact in the professional world, one leadership role at a time.
Embarking on a Crescendo Global career means joining an environment where your skills and ambitions are nurtured, and where you are encouraged to excel and innovate. Crescendo Global places a strong emphasis on personal and professional development, making it an ideal place for those who are driven to lead and inspire. The firm's dedication to excellence is evident in the comprehensive support and resources provided to ensure the success of every Crescendo Global career. From ongoing training programs to mentorship and beyond, Crescendo Global is committed to the advancement of its team members.
In conclusion, a Crescendo Global career offers a unique blend of challenges and opportunities designed to foster growth, learning, and leadership. With its mission to connect exceptional talent with world-class organizations and a vision to influence the future of work positively, Crescendo Global is not just creating careers; it's building leaders. Whether you are at the beginning of your professional journey or looking to take your career to the next level, Crescendo Global provides a dynamic and supportive environment where you can achieve your full potential. Joining Crescendo Global means being part of a visionary firm that values your contribution and supports your journey to becoming a leader in your field.
Important dates & deadlines?
Application Deadline
15 Jul 26, 05:15 PM IST
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