ML Architect - Chennai - codeMantra Pvt Ltd
- codeMantra
- 10 - 17 years
- Chennai
- 4 years ago
- Email to a friend
- Report this job
Job Description
ML ARCHITECT
Job Overview
We are looking for a ML Architect to help us discover the information hidden in vast amounts of data, and help us make smarter decisions to deliver even better products. Your primary focus will be in applying data mining techniques, doing statistical analysis, and building high quality prediction systems integrated with our products. They must have strong experience using variety of data mining and data analysis methods, building and implementing models, using/creating algorithms and creating/running simulations. They must be comfortable working with a wide range of stakeholders and functional teams. The right candidate will have a passion for discovering solutions hidden in large data sets and working with stakeholders to improve business outcomes. Automating to identify the textual data with their properties and structure form various type of document.
Responsibilities
- Selecting features, building and optimizing classifiers using machine learning techniques
- Data mining using state-of-the-art methods
- Enhancing data collection procedures to include information that is relevant for building analytic systems
- Processing, cleansing, and verifying the integrity of data used for analysis
- Creating automated anomaly detection systems and constant tracking of its performance
- Assemble large, complex data sets that meet functional / non-functional business requirements.
- Secure and manage when needed GPU cluster resources for events
- Write comprehensive internal feedback reports and find opportunities for improvements
- Manage GPU instances/machines to increase the performance and efficiency of the ML/DL model.
Skills and Qualifications
- Strong Hands-on experience in Python Programming
- Working experience with Computer Vision models - Object Detection Model, Image Classification
- Good experience in feature extraction, feature selection techniques and transfer learning
- Working Experience in building deep learning NLP Models for text classification, image analytics-CNN,RNN,LSTM.
- Working Experience in any of the AWS/GCP cloud platforms, exposure in fetching data from various sources.
- Good experience in exploratory data analysis, data visualisation, and other data preprocessing techniques.
- Knowledge in any one of the DL frameworks like Tensorflow, Pytorch, Keras, Caffe
- Good knowledge in statistics,distribution of data and in supervised and unsupervised machine learning algorithms.
- Exposure to OpenCV Familiarity with GPUs + CUDA
- Experience with NVIDIA software for cluster management and provisioning such as nvsm, dcgm and DeepOps.
- We are looking for a candidate with 10+ years of experience, who has attained a Graduate degree in Computer Science, Statistics, Informatics, Information Systems or another quantitative field. They should also have experience using the following software/tools:
- Experience with big data tools: Hadoop, Spark, Kafka, etc.
- Experience with AWS cloud services: EC2, RDS, AWS-Sagemaker(Added advantage)
- Experience with object-oriented/object function scripting languages in any: Python, Java, C++, Scala, etc.
Inerested can reach me@ 8939896***
or email me @ ga******k@co*******a.co.in
Job Classification
Industry: IT-Software, Software ServicesFunctional Area: IT Software - Application Programming, Maintenance,
Role Category: Programming & Design
Role: Programming & Design
Employement Type: Full time
Education
Under Graduation: Any Graduate in Any SpecializationPost Graduation: M.A in Any Specialization, Post Graduation Not Required, Any Postgraduate in Any Specialization
Doctorate: Doctorate Not Required, Ph.D in Advertising/Mass Communication, Any Doctorate in Any Specialization
Contact Details:
Company: codeMantra Pvt LtdAddress: IIFL Tower, 3rd floor,, Kandanchavadi, Perungudi,, , Chennai, Tamilnadu, India
Location(s): Chennai
Website: http://codemantra.com/
Keyskills: Machine Learning Pytorch Object Detection C++ Lstm Opencv Image Processing Caffe Computer Vision Cuda Python
codeMantra
codeMantra Pvt Ltd Codemantra uses technology, automation, process management and deep industry experience to design innovative solutions that improve the competitive position of our publishing partners. Simply put, we give you an edge.
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