
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 algorithm’s 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 14+ 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.

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We at this company strive to make selling fun with our SaaS incentive gamification product. Company is the #1 gamification software that automates and digitizes Sales Contests and Commission Programs. With game-like elements, rewards, recognitions, and complete access to relevant information, Company turbocharges an entire salesforce. Company also empowers Sales Managers with easy-to-publish game templates, leaderboards, and analytics to help accelerate performances and sustain growth.
We are a fun and high-energy team, with people from diverse backgrounds - united under the passion of getting things done. Rest assured that you shall get complete autonomy in your tasks and ample opportunities to develop your strengths.
Way forward
If you find this role exciting and want to join us in Bangalore, India, then apply by clicking below. Provide your details and upload your resume. All received resumes will be screened, shortlisted candidates will be requested to join for a discussion and on mutual alignment and agreement, we will proceed with hiring.
RESPONSIBILITIES
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Write, execute and maintain test automation scripts using Java/Javascript – Web/API/DB.
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Experience in Agile Methodologies
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Knowledge of In-Sprint Automation
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Have working experience in Automated API Testing
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Design and implementation Experience in Test Strategy
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Write, maintain and execute regression and sanity automation test suite – per build/on demand
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Design data driven tests and fetch the data from API calls/ different Databases(Like MySQL, Oracle, Mongo)
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Attend daily scrum calls, update status
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Good to have Design and Implementation Experience in Test Automation Framework
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Good to have TDD implementation using Mocha or Jest
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Good to have Experience in IOS Automation Testing.
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Interact and collaborate with cross functional teams and understand the business requirements
REQUIREMENTS
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Technical Skills:
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4+ years experience in Automation using Java/Javascript
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Should be Strong in oops concepts
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Strong Knowledge /experience in API and UI framework
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Experience in GIT, CI/CD Jobs development and implementation
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Any one of this is mandatory - TestNG,MOCHA,JEST
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Software Engineering Skills:
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Excellent problem solving and critical thinking
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Experience of In-Sprint Automation
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Take ownership of business problems and technical solutions
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Strong Communication and interpersonal skills
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Hands on with engineering excellence & continuous integration practices
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Experience with Agile and strong collaboration skills with Business and Ops
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What we value as a team:
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Scripts written for readability, performance, scale and maintainability
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Proactive in communication
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Collaborate with other members in agile ecosystem
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Out of the box thinking to resolve issues and bringing New Ideas to bringing Quality in the Applications
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Ability to suggest changes in the product with respect to user experience












