Business Analyst - Data Science
- Genpact India
- 3 to 4 Yrs
- Bengaluru
- 4 years ago
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Job Description
With a startup spirit and 90,000+ curious and courageous minds, we have the expertise to go deep with the world s biggest brands and we have fun doing it. Now, we re calling all you rule-breakers and risk-takers who see the world differently and are bold enough to reinvent it. Come, transform with us.
Inviting applications for the role of an BA, AI Engineer, Internship with Data Science and Insights.
We are looking for a candidate who is technologically savvy with deep maths background, Curious and passionate to solve business problems with an exposure to Machine Learning & Quantitative Methods
Responsibilities
The AI Engineer is expected to leverage his/her expertise to translate the customer s business need into a techno-analytic problem and appropriately work with the team of specialists to bring large scale AI solution to fruition.
The key responsibilities of the AI Engineer are:
Creation of cutting edge models for understanding vast amounts of textual, numeric, graphic and speech data
Creation and deployment of production-ready code
Create framework for AI/ML code deployment to ensure robustness and reliability of production ready models
Mandatory and Preferred Skills
Specific Competencies Mandatory
Coursework and Education
BTech in Computer Science/Computer Engineering, Information Technology, Electronics and communication.
Academic course work in various levels of math dealing with probability and statistics, Bayesian networking and graphical modeling, and coverage of deep learning and neural networks and cognitive science
One or more assignments completed in designing, building, training and deploying a model for a given area.
Technology skills
Exposure to Statistical Toolkits such as R, Weka, Python
Very good Python/R programming skills. Java programming skills a plus
Building, deploying and measuring predictive/prescriptive analytics models (i.e. SVM, decision tree, clustering, logistic regression, linear and non-linear regression, ANN, CNN, RNN)
Deep learning frameworks such as Tensor Flow, Keras, Torch, Theano
Tooling frameworks like PyCharm or Jupyter
Other Skills
Strong Teamwork and collaboration skills.
The ability to work in a fast paced development environment where priorities can shift on a dime.
Can do attitude with the ability to Learn new technology and concepts, analyze problems and propose creative solutions.
Additional Competencies Preferred
Technology
Understanding of Graph DB and tools such as Neo4j etc.
Understanding of NLP, NLU and Machine learning/Deep learning methods
SQL/NoSQL, MS Access, databases
UI development paradigms that would enable Text Mining Insights Visualization, e.g., Adobe Flex Builder, HTML5, CSS3
Linux, GPU Experience
Spark, Scala for distributed computing
Public cloud exposure.
Methodology
Previous experience with Big Data analytics implementations, using either Vanilla Hadoop or Cloudera/IBM BigInsights
Ability to Prioritize, Consultative mindset & Time management skills
Understanding/experience with the Google Cloud Platform/AWS/Azure and other Big Data solutions such as Cloudera is preferred
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. For more information, visit www.genpact.com. Follow us on Twitter, Facebook, LinkedIn, and YouTube.
Employement Category:
Employement Type: Full timeIndustry: IT - Software Role Category: General / Other Software Functional Area: Not ApplicableRole/Responsibilies: Business Analyst - Data ScienceContact Details:
Company: Genpact IndiaLocation(s): Bengaluru
Keyskills: customer relations documentation requirements functional business requirements big data analytics big data ms access text mining data science deep learning data analytics ui development customer focus
Genpact India
Genpact (NYSE: G) is a global professional services firm focused on delivering digital transformation for our clients, putting digital and data to work to create competitive advantage. We do this by integrating lean principles, design thinking, analytics and digital technologies with our domain and ...
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