11+ Predictive modelling Jobs in Hyderabad | Predictive modelling Job openings in Hyderabad
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Data Science
Machine Learning (ML)At Livello we building machine-learning-based demand forecasting tools as well as computer-vision-based multi-camera product recognition solutions that detects people and products to track the inserted/removed items on shelves based on the hand movement of users. We are building models to determine real-time inventory levels, user behaviour as well as predicting how much of each product needs to be reordered so that the right products are delivered to the right locations at the right time, to fulfil customer demand.
Responsibilities
- Lead the CV and DS Team
- Work in the area of Computer Vision and Machine Learning, with focus on product (primarily food) and people recognition (position, movement, age, gender, DSGVO compliant).
- Your work will include formulation and development of a Machine Learning models to solve the underlying problem.
- You help build our smart supply chain system, keep up to date with the latest algorithmic improvements in forecasting and predictive areas, challenge the status quo
- Statistical data modelling and machine learning research.
- Conceptualize, implement and evaluate algorithmic solutions for supply forecasting, inventory optimization, predicting sales, and automating business processes
- Conduct applied research to model complex dependencies, statistical inference and predictive modelling
- Technological conception, design and implementation of new features
- Quality assurance of the software through planning, creation and execution of tests
- Work with a cross-functional team to define, build, test, and deploy applications
Requirements:
- Master/PHD in Mathematics, Statistics, Engineering, Econometrics, Computer Science or any related fields.
- 3-4 years of experience with computer vision and data science.
- Relevant Data Science experience, deep technical background in applied data science (machine learning algorithms, statistical analysis, predictive modelling, forecasting, Bayesian methods, optimization techniques).
- Experience building production-quality and well-engineered Computer Vision and Data Science products.
- Experience in image processing, algorithms and neural networks.
- Knowledge of the tools, libraries and cloud services for Data Science. Ideally Google Cloud Platform
- Solid Python engineering skills and experience with Python, Tensorflow, Docker
- Cooperative and independent work, analytical mindset, and willingness to take responsibility
- Fluency in English, both written and spoken.
Job Description :
• Hands on work experience on Appworks and Angular Or Entity modeling is desired.
• Hands on work experience on Sun Java, JDBC, AJAX, XML, OOAD is mandatory.
• Knowledge of the existing Appworks product portfolio, associated technologies and standards is desirable and would be an asset.
• Additional knowledge :
- Service Oriented Architecture
- W3C standards
- Object Orientation
- Platforms (.Net, Java, J2EE)
- Web 2.0 technologies
- Various types of enterprise applications (e.g. ERP, EAI , BPM)
- Databases, data modeling
- Software development methodologies
Sigmoid works with a variety of clients from start-ups to fortune 500 companies. We are looking for a detailed oriented self-starter to assist our engineering and analytics teams in various roles as a Software Development Engineer.
This position will be a part of a growing team working towards building world class large scale Big Data architectures. This individual should have a sound understanding of programming principles, experience in programming in Java, Python or similar languages and can expect to
spend a majority of their time coding.
Location - Bengaluru and Hyderabad
Responsibilities:
● Good development practices
○ Hands on coder with good experience in programming languages like Java or
Python.
○ Hands-on experience on the Big Data stack like PySpark, Hbase, Hadoop, Mapreduce and ElasticSearch.
○ Good understanding of programming principles and development practices like checkin policy, unit testing, code deployment
○ Self starter to be able to grasp new concepts and technology and translate them into large scale engineering developments
○ Excellent experience in Application development and support, integration development and data management.
● Align Sigmoid with key Client initiatives
○ Interface daily with customers across leading Fortune 500 companies to understand strategic requirements
● Stay up-to-date on the latest technology to ensure the greatest ROI for customer &Sigmoid
○ Hands on coder with good understanding on enterprise level code
○ Design and implement APIs, abstractions and integration patterns to solve challenging distributed computing problems
○ Experience in defining technical requirements, data extraction, data
transformation, automating jobs, productionizing jobs, and exploring new big data technologies within a Parallel Processing environment
● Culture
○ Must be a strategic thinker with the ability to think unconventional /
out:of:box.
○ Analytical and data driven orientation.
○ Raw intellect, talent and energy are critical.
○ Entrepreneurial and Agile : understands the demands of a private, high growth company.
○ Ability to be both a leader and hands on "doer".
Qualifications: -
- Years of track record of relevant work experience and a computer Science or related technical discipline is required
- Experience with functional and object-oriented programming, Java must.
- hand-On knowledge in Map Reduce, Hadoop, PySpark, Hbase and ElasticSearch.
- Effective communication skills (both written and verbal)
- Ability to collaborate with a diverse set of engineers, data scientists and product managers
- Comfort in a fast-paced start-up environment
Preferred Qualification:
- Technical knowledge in Map Reduce, Hadoop & GCS Stack a plus.
- Experience in agile methodology
- Experience with database modeling and development, data mining and warehousing.
- Experience in architecture and delivery of Enterprise scale applications and capable in developing framework, design patterns etc. Should be able to understand and tackle technical challenges, propose comprehensive solutions and guide junior staff
- Experience working with large, complex data sets from a variety of sources
Angular (2+)
Java
Javascript
React.js
AngularJS (1.x)Mandatory Skills:
Minimum 3+ years of experience
Solid and proficient skills in Java, Spring Framework, JDBC
Solid and proficient skills in Angular 6+
Strong foundation in Restful design practices
Experience in Unit Testing, Data Mockup and Automation Test
Strong communication
Knowledge of Control M
Good to have:
Knowledge of Scrum and Agile
Knowledge of DevOps tooling (e.g., Jenkins, Git, Maven)
Knowledge of basics of Cloud Computing
Knowledge of Python
Knowledge of Jenkins
Location: Hybrid / Remote
Python
Django
FlaskWe are looking for a Python Web Developer responsible for managing the interchange of data between the server and the users. Your primary focus will be the development of all server-side logic, ensuring high performance and responsiveness to requests from the front end. You will also be responsible for integrating the front-end elements into the application; therefore, understanding front-end technologies is necessary as
well.
Education Qualification: B. E / B. Tech (CSE/IT/ECE) / MCA / BSE Computers from a reputed university and/or equivalent knowledge and skills.
Skillset and Expertise.
1. Having 0-6 Months of Industry Experience.
2. Familiarity/good knowledge of Python with Django framework and ORM (Object Relational
Mapper) concepts.
3. Understanding of the threading limitations of Python, and Multi-process architecture.
4. Understanding the fundamentals of design principles behind a scalable application.
5. Knowledge of unit testing and debugging applications to ensure low latency and high availability.
6. Writing reusable, testable, and efficient code
7. Writing effective and scalable Python codes.
8. ReactJS or AngularJS version 8 and above skills are the added advantage
Skills
Python
Django
Django – ORM
HTML5
CSS
Bootstrap
JavaScript
React.js
Redux/FluxThe IdeaClan group of companies is involved with technological innovation, customer acquisition, performance marketing, and content creation. We are leaders in a variety of verticals and strive to deliver top-quality and passionate work across all our areas of focus.
Job Description
We are looking for a great JavaScript developer who is proficient with React.js. Your primary focus will be on developing user interface components and implementing them following well-known React.js workflows (such as Flux or Redux). You will ensure that these components and the overall application are robust and easy to maintain. You will coordinate with the rest of the team working on different layers of the infrastructure. Therefore, a commitment to collaborative problem solving, sophisticated design, and quality product is important.
Responsibilities:
- Developing new user-facing features using React.js
- Building reusable components and front-end libraries for future use
- Translating designs and wireframes into high quality code
- Optimizing components for maximum performance across a vast array of web-capable devices and browsers
Skills
- Strong proficiency in JavaScript, including DOM manipulation and the JavaScript object model
- Thorough understanding of React.js and its core principles
- Experience with popular React.js workflows (such as Flux or Redux)
- Familiarity with newer specifications of EcmaScript
- Experience with data structure libraries (e.g., Immutable.js)
- Knowledge of isomorphic React is a plus
- Familiarity with RESTful APIs
- Knowledge of modern authorization mechanisms, such as JSON Web Token
- Familiarity with modern front-end build pipelines and tools
- Experience with common front-end development tools such as Babel, Webpack, NPM, etc.
- Ability to understand business requirements and translate them into technical requirements
- A knack for benchmarking and optimization
- Familiarity with code versioning tools such as Git
- Create Email, SMS & push campaigns to increase conversions rates & repeat purchases
- creating user journeys using marketing automation tool (web engage) to increase retention rates (purchases from returning users)
- A/B testing the campaigns to increase CTRs, open rates & conversions from the campaigns
Requirement
- Should have exposure of working on D2C (Direct to Consumer)/B2C (Business to Consumer) brands E-commerce websites
Skill required
- Expertise in creating email & SMS campaigns
- Analytical mindset
- Prior experience with web engage is an added advantage
- Candidates working for B2C or D2C background is mandatory.
- Expertise in retention and retargeting campaigns is an added value.
- Candidates who can join immediately or max 15 days can apply
Java
Spring Boot- Experience in understanding and Debugging of java web-based technologies (Java, Java Spring, JSP, Servlet, JavaScript, CSS, XML, JSON).
- Experience with API Background like Linux, Windows, Jason
- Good knowledge of Oracle PLSQL and Shell scripting.
- Excellent verbal and written communication skills.
- Demonstrated ability to install, configure, maintain, upgrade, troubleshoot, repair, and support Adobe Experience Manager (AEM/CQ5).
- Comfortable with basic scripting and programming (Java, C , Python, Powershell, Bash, etc). managing known hosts and troubleshooting connection issues Support of AEM/CQ5 infrastructure with load-balanced, replicated and fail-over capabilities.
- Installation / configuration / maintenance of Apache webserver and Dispatcher module configs.
- Ability to monitor Adobe Experience Manager/CQ5 infrastructure and provide both proactive and reactive support, problem management and root cause analysis.
- Support application deployment into the Adobe Experience Manager environments, configuring application needs, deploying code/content, troubleshooting and performance tuning.
- Experience in troubleshooting production environment issues and working closely with Development teams Able to work on Linux/unix environments
HTML/CSS
Bootstrap
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