Cloud Operations Engineer
Genpact
Cloud Operations Engineer
Genpact
Bengaluru/Bangalore
Not disclosed
Job Details
Job Description
Manager - Data Scientist
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 Manager - Data Scientist
We are seeking an experienced and skilled Full Stack Data Scientist to join our team. In this role, you will be responsible for driving data-driven decision-making and delivering actionable insights through advanced data modelling, statistical analysis, and machine learning techniques. You will leverage your expertise in various domains, including classification, regression, graph transformers, and root cause analysis, to solve complex business problems and drive innovation.
Responsibilities :
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Collaborate with cross-functional teams to understand business requirements and translate them into data-driven solutions.
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Design and implement robust data models and pipelines for data ingestion, transformation, and storage.
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Perform exploratory data analysis, feature engineering, and data visualization to uncover valuable insights and patterns.
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Develop and deploy machine learning models for classification, regression, and other predictive tasks using techniques such as graph transformers and deep learning.
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Conduct root cause analysis to identify underlying factors contributing to specific outcomes or anomalies.
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Implement advanced statistical techniques, including hypothesis testing, experimental design, and causal inference, to draw reliable conclusions from data.
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Communicate complex analytical findings and recommendations to stakeholders in a clear and actionable manner.
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Stay up-to-date with the latest advancements in data science, machine learning, and relevant technologies, and drive their adoption within the organization.
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Participate in code reviews, ensure adherence to coding standards, and promote best practices in data science and machine learning workflows.
Qualifications we seek in you!
Minimum qualifications
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Btech /MCA in Technology (any stream)
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Relevant years of experience in data science roles, with a strong understanding of data modeling , statistical analysis, and machine learning techniques.
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Proficiency in programming languages such as Python, R, or Scala, and experience with data science libraries and frameworks (e.g., TensorFlow, Keras , Scikit-learn, Pandas, NumPy).
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Expertise in data manipulation, cleansing, and preprocessing techniques, as well as data visualization tools (e.g., Matplotlib, Seaborn, Tableau).
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Knowledge of database systems (e.g., SQL, NoSQL) and experience with data warehousing and data lake architectures.
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Familiarity with cloud computing platforms (e.g., AWS, Azure, GCP) and their data services.
Preferred Qualifications
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Strong understanding of classification, regression, and graph transformer techniques, as well as their applications in various domains.
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Experience in root cause analysis and implementing statistical methods for causal inference and experimental design.
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Excellent problem-solving, analytical, and critical thinking skills.
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Strong communication and collaboration abilities, with the ability to work effectively in cross-functional teams.
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Passion for staying up-to-date with the latest advancements in data science, machine learning, and related technologies.
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 diversity and inclusion, respect and integrity, customer focus, and innovation. Get to know us at genpact.com and on LinkedIn, X, YouTube, and Facebook.
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 'starter kit,' paying to apply, or purchasing equipment or training.
Job role
Work location
Bangalore
Department
IT & Information Security
Role / Category
IT Infrastructure Services
Employment type
Full Time
Shift
Day Shift
Job requirements
Experience
Min. 1 year
About company
Name
Genpact
Job posted by Genpact
This job has expired