DG-Business Analyst- Data Science
Job Description
Genpact (NYSE: G) is a global professional services and solutions firm delivering outcomes that shape the future. Our 125,000+ people across 30+ countries are driven by our innate curiosity, entrepreneurial agility, and desire to create lasting value for clients.Powered by our purpose - the relentless pursuit of a world that works better for people - we serve and transform leading enterprises, including the Fortune Global 500, with our deep business and industry knowledge, digital operations services, and expertise in data, technology, and AI.
Inviting applications for the role of Business Analyst - Data Scientist
In this role, the person is responsible for developing and implementing NLP models and algorithms, extracting insights from textual data, and collaborating with cross-functional teams to deliver AI solutions.
Responsibilities
Model Development:
oFamiliar with different statistical, ML and ensemble algorithms
oProficient with Time series algorithms and forecasting usecases
oUnderstand model specific strengths and weaknesses and know-how of suitable and unsuitable models for different problems
oUnderstand evaluation metrics and recommend the correct evaluation metric for a problem type
Data Analysis:
oExtract meaningful insights from structured data.
oPreprocess data for ML / AI applications
Collaboration:
oWork closely with data scientists, engineers, and business stakeholders.
oProvide technical guidance and mentorship to team members.
Integration and Deployment:
oIntegrate ML models into production systems.
oImplement CI/CD pipelines for continuous integration and deployment.
Documentation and Training:
oDocument processes, models, and results.
oProvide training and support to stakeholders on NLP techniques and tools.
Qualifications we seek in you!
Minimum Qualifications / Skills
.Bachelor%27s degree in computer science, Engineering, or a related field.- Strong programming skills in Python and R
.Experience with DS frameworks (SKLEARN, NUMPY).
.Knowledge of machine learning concepts and frameworks (TensorFlow, PyTorch).
.Strong problem-solving and analytical skills.
.Excellent communication and collaboration abilities.
Preferred Qualifications/ Skills:
Predictive Analytics - Experience inMachine Learning techniques
Experience in Python/R/ Any other open-source programming language
Building and implementing models, using/creating algorithms and creating/running simulations using a variety of Tools
Good to have - Experience in visualization tools such as Tableau, Power BI, Qlikview etc.
Good applied statistics skills, such as distributions, statistical testing, regression, etc.
Knowledge and experience of tools/techniques: Forecasting, Linear Regression, Logistic Regression, Regularization, Segmentation (Decision Trees, CHAID, CART), Cluster Analysis, Factor Analysis, variable screening, Machine Learning - Random Forest, Gradient Boosting, SVM, XGBoost, Deep Learning etc.
Experience with big data technologies (Hadoop, Spark).
Knowledge of cloud platforms (AWS, Azure, GCP).
Genpact is an Equal Opportunity Employer and considers applicants for all positions without regard to race, color, religion or belief, sex, age, national origin, citizenship status, marital status, military/veteran status, genetic information, sexual orientation, gender identity, physical or mental disability or any other characteristic protected by applicable laws.Genpact is committed to creating a dynamic work environment that values respect and integrity, customer focus, and innovation. Get to know us at and on , , , and .
Furthermore, please do note that Genpact does not charge fees to process job applications and applicants are not required to pay to participate in our hiring process in any other way. Examples of such scams include purchasing a %27starter kit,%27 paying to apply, or purchasing equipment or training.