- Project Lead - Lead the project, set expectations with the client/stakeholders and successful execution of the project
- Project Blue Printing and Project Documentation
- Creating Project Plan
- Provide Strategic Onsite Consulting & Solutioning to customers/Genpact during their Analytics adoption journey
- Collaborate with software engineering and product teams to handle requirements from stakeholders
- Handle different image and video content to be used in training complex Deep Learning solution to meet client expectations.
- Deep understanding of setting up and using GPU based infrastructure
- Work in conjunction with Presales / BD teams, your program manager, and other stakeholders towards spotting and converting short cycle mining opportunities that may arise from time to time.
- Participate in SME reviews of Predictive Analytics opportunities/ engagements for Computer Vision
- Actively collaborate with competency leaders in Big Data, OR, BI areas to stich big ticket solutions with end-to-end span.
- Jump-start Machine Learning projects with customer with focus on providing disruptive insights in reasonable timeframes
- Exposure to Statistical Toolkits such as R, Weka, S-Plus, Matlab, SAS
- Very good Python and C/C++ programming skills. Java/R programming skills a plus
- Direct involvement in working with large volumes of data and building, deploying and measuring predictive analytics models (i.e. SVM, decision tree, clustering, logistic regression, linear and non-linear regression)
- Deep learning frameworks such as TensorFlow, Keras, Torch, Theano
- Extensive work experience in Computer Vision or Image / Video Analytics
- Linux, GPU Experience (CUDA, OpenCL, DirectCompute)
- Computer vision APIs (OpenCV , OpenVX)
- Analytic Solutioning & Consulting experience in verticals such as BFSI, CPG, with experience in delivering analytics on large structured and unstructured data corpuses.
- Solid knowledge of concepts in Deep Learning /Machine Learning, Statistics, esp., in their application related to Computer Vision.
- Proven expertise in Quantitative modeling for Marketing Insights and Solid understanding of Consumer behavior theories and models.
- Proven expertise in deriving insights from large distributed databases.
- Demonstrated ability to Conduct look-ahead client research with focus on supplementing and strengthening the client's analytics agenda with newer tools and techniques
- Understanding of GraphDB and tools such as Neo4j etc.
- Understanding of NLP, NLU methods
- SQL/NoSQL, MS Access, databases
- UI development paradigms that would enable Text Mining Insights Visualization, e.g., Adobe Flex Builder, HTML5, CSS3
- Spark, Scala for distributed computing
- 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
Computer Vision Expert- BLR/HYD/GGN - Hyderabad, India - Genpact
Description
Inviting applications for the role of a Manager / Senior Manager - Computer Vision Expert
Interested Candidates please send your CV to OR
Location: BLR/HYD/GGN- RTO
The candidate should be
MS in Mathematics, Computer Science, Information systems, or Computer engineering, Systems Engineering with relevant experience.
Exposure to Machine Learning / Deep Learning & Quantitative Methods in the space of Computer Vision and Image/Video Processing is a must. Full cycle Real-world Analytics project experience is highly desirable: from creating a Business use case, PA assessment/roadmap, Technology & Analytic Solutioning, Implementation and Change Management.
Key Roles and Responsibilities
The Deep Learning / Computer Vision Expert is expected to play a pivotal role in building and executing end to end solutions such as image classification, object detection and tracking. At a broad level, the expert shall leverage his/her solutioning skills to translate the customer's business need into a techno-analytic problem and appropriately leverage technology to bring large scale analytic solutions to fruition. The key responsibilities of the Computer Vision expert are:
Required and Preferred Skills
Specific Competencies – Essential
Technology
Methodology
Specific Competencies – Desirable
Technology
Methodology