
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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Key Responsibilities
Reporting & Analytics Development
• Design, develop, and maintain complex reporting solutions serving mission-critical emergency
response operations
• Build interactive dashboards and data visualizations that transform large datasets into
actionable insights
• Develop advanced analytics features including trend analysis, predictive metrics, and
operational intelligence
• Create self-service reporting capabilities enabling stakeholders to access critical data
independently
• Implement real-time and scheduled reporting systems with appropriate caching and
optimization strategies
SQL & Database Architecture
• Write and optimize complex SQL queries involving multiple joins, subqueries, CTEs, window
functions, and aggregations
• Review existing database architectures and identify performance bottlenecks and optimization
opportunities
• Design and implement database schema enhancements to support evolving reporting
requirements
• Develop and maintain stored procedures, functions, and views optimized for reporting
workloads
• Perform comprehensive query performance analysis and implement tuning strategies across
PostgreSQL and AWS Aurora environments
• Create efficient indexing strategies and data access patterns for large-scale datasets
• Establish data modeling best practices for dimensional and transactional reporting needs
Performance Optimization
• Conduct systematic performance analysis of reporting queries processing millions of records
• Implement query optimization techniques including execution plan analysis, index tuning, and
query refactoring
• Design and implement data aggregation strategies, materialized views, and summary tables for
improved performance
• Monitor and optimize database performance metrics including query response times, resource
utilization, and concurrency
• Develop ETL processes and data pipelines optimized for reporting and analytics workloads
• Implement caching strategies and data archival policies to maintain optimal system
performance
Technical Collaboration
• Partner with Product and stakeholder teams to translate business reporting requirements into
technical solutions
• Conduct code reviews focused on SQL quality, performance, and best practices
• Provide technical guidance to development teams on reporting architecture and database
optimization
• Document database schemas, reporting architectures, and optimization strategies
• Collaborate with DevOps on database infrastructure, monitoring, and scaling initiatives
Required Qualifications
Experience & Background
• 8+ years of software engineering experience with significant focus on reporting, analytics, or
business intelligence
• 5+ years of hands-on experience writing complex SQL in production environments
• 3+ years working with large-scale databases (millions+ records) and optimizing query
performance
• Proven track record developing enterprise reporting solutions and analytics platforms
• Experience conducting database architecture reviews and implementing performance
improvements
Technical Expertise - SQL & Databases
• Expert-level SQL proficiency including complex joins, subqueries, CTEs, window functions, and
advanced aggregations
• Deep PostgreSQL expertise with production experience in query optimization and performance
tuning
• Strong understanding of database internals including execution plans, indexing strategies, and
query optimization
• Experience with AWS Aurora or other cloud-based PostgreSQL solutions
• Proficiency in stored procedures, triggers, functions, and database programming
• Advanced knowledge of database design principles, normalization, and dimensional modeling
• Experience with database performance monitoring and profiling tools
• Strong programming skills in PHP (Yii framework or similar MVC frameworks preferred)
• Solid experience with Vue.js or similar modern JavaScript frameworks for building reporting
interfaces
What You'll Work With
• Databases: PostgreSQL, AWS Aurora, multi-tenant architectures
• Backend: PHP (Yii framework), RESTful APIs
• Frontend: Vue.js (Vue 2/3), modern JavaScript, data visualization libraries
• Infrastructure: AWS (RDS, Aurora, S3, Lambda), Postgres
• Tools: Git/GitHub, JIRA, Agile development workflows
Work Location
Hyderabad, India - On-site position with flexible working arrangements to accommodate both India
and onsite teams
About the Role
We are seeking an innovative Data Scientist specializing in Natural Language Processing (NLP) to join our technology team in Bangalore. The ideal candidate will harness the power of language models and document extraction techniques to transform legal information into accessible, actionable insights for our clients.
Responsibilities
- Develop and implement NLP solutions to automate legal document analysis and extraction
- Create and optimize prompt engineering strategies for large language models
- Design search functionality leveraging semantic understanding of legal documents
- Build document extraction pipelines to process unstructured legal text data
- Develop data visualizations using PowerBI and Tableau to communicate insights
- Collaborate with product and legal teams to enhance our tech-enabled services
- Continuously improve model performance and user experience
Requirements
- Bachelor's degree in relevant field
- 1-5 years of professional experience in data science, with focus on NLP applications
- Demonstrated experience working with LLM APIs (e.g., OpenAI, Anthropic, )
- Proficiency in prompt engineering and optimization techniques
- Experience with document extraction and information retrieval systems
- Strong skills in data visualization tools, particularly PowerBI and Tableau
- Excellent programming skills in Python and familiarity with NLP libraries
- Strong understanding of legal terminology and document structures (preferred)
- Excellent communication skills in English
What We Offer
- Competitive salary and benefits package
- Opportunity to work at India's largest legal tech company
- Professional growth in the fast-evolving legal technology sector
- Collaborative work environment with industry experts
- Modern office located in Bangalore
- Flexible work arrangements
Qualified candidates are encouraged to apply with a resume highlighting relevant experience with NLP, prompt engineering, and data visualization tools.
Location: Bangalore, India
This role will be responsible for building, reviewing, deploying and maintaining the software solutions.
Meeting with the development team to discuss user interface ideas and applications.
(https://www.chatwoot.com/) and other omnichannel tools.
Reviewing application requirements and interface designs.
Identifying web-based user interactions.
Developing and implementing highly responsive user interface components using react concepts.
Proven work experience as a Ruby on Rails developer
Developing and implementing front-end architecture to support user interface concepts.
Monitoring and improving front-end performance.
Documenting application changes and developing updates.
Experience with user interface design.
Experience with browser-based debugging and performance testing software.
Demonstrable knowledge of front-end technologies such as JavaScript, HTML, CSS and jQuery
Digital Test Analyst
The role will work collaboratively with almost all facets of the agency including our super talented UX, Creative, UI and Development teams as well as our Project Managers.
THE ROLE
Sitting within the delivery team, you will be responsible for:
· Undertaking manual testing on digital projects such as websites, mobile apps, API’s testing, data verification and validation, and CMS backend testing
· Cross Browser, Platform and Device testing, and accessibility testing where applicable
· Defining test cases based on project scope to meet project acceptance criteria
· Execution of test cases; covering functional, non-functional and regression testing
· Creation and ongoing management of Test Plans
· Writing and executing automated UAT functional tests using tools such as Selenium and / or Appium
· Collaborating with internal and external test resources to execute the test plan
· Creation and ongoing management of testing processes
· Working with development resources to raise and resolve defects within the test plan timeline
THE ESSENTIALS
To most effectively perform as the Test Analyst, you should have:
· Extensive experience in website functionality testing
· Minimum 3 years commercial experience as an experienced Digital Test Analyst
· Automated testing experience using tools such as Selenium is a must
· Skills to break down project scope into test cases
· Strong technical proficiency (Javascript skills preferred)
· Experience using JIRA and communicating at a technical level with Developers
· Best practice quality assurance and attention to detail is a must
· Strong communication skills
· Proactive approach to your work
· Leading the testing on a large website project highly regarded
About Softobiz:
Innovation begins with like-minded people aiming to transform the world together. At Softobiz, we invite you to become a part of an organization that has been helping clients transform their business by fusing insights, creativity, and technology. With a team of 150+ technology enthusiasts, we have been trusted by leading enterprises around the globe for over 12+ years.
At Softobiz, we foster a culture of equality, learning, collaboration, and creative freedom, empowering our employees to grow and excel in their careers. Our technical craftsmen are pioneers in the latest technologies like AI, machine learning, and product development.
Why Should You Join Softobiz?
- Work with technical craftsmen who are pioneers in the latest technologies.
- Access training sessions and skill-enhancement courses for personal and professional growth.
- Be rewarded for exceptional performance and celebrate success through engaging parties.
- Experience a culture that embraces diversity and creates an inclusive environment for all employees.
Softobiz is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees. All qualified applicants will be afforded equal employment opportunities without discrimination based on race, creed, color, national origin, sex, age, disability, or marital status.
For more information about our solutions and organization, visit www.softobiz.com,
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Role Objectives
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Participate in complex design and software development tasks within an appropriate schedule, task, and quality guidelines set in conjunction with the Senior Platform Specialists and Platform Architect
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Hands-on development and implementation of solutions including the configuration of e.IQ platform components and custom development
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Tasks associated with testing and documentation of solution implemented
Academic Qualification
B.E/B.Tech/MCA in computer science Engineering or a related field.
Experience Profile
4 -6 years of experience in development or platform implementations.
Required Technical Skillset for Java Development
- core JavaScript, CSS, HTML-5,
- At least one of these frameworks (Angular JS / React /Vue / jQuery / Bootstrap)
- Experience in developing front-end web applications for various devices (responsive)
Good to have:
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Basic Java knowledge /Programming, RDBMS (preferably MySQL or MSSQL), Exposure to Liferay.
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Must be capable of coding and unit testing their own code
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Team player with good interpersonal skills
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Should have strong analytical skills
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Good communication skills
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Capable of juggling several priorities and delivering results on time in a high-pressure, dynamic environment.
POSITION SUMMARY:
We are looking for a passionate, high energy individual to help build and manage the infrastructure network that powers the Product Development Labs for F5 Inc. The F5 Infra Engineer plays a critical role to our Product Development team by providing valuable services and tools for the F5 Hyderabad Product Development Lab. The Infra team supports both production systems and customized/flexible testing environments used by Test and Product Development teams. As an Infra Engineer, you ’ll have the opportunity to work with cutting-edge technology and work with talented individuals. The ideal candidate will have experience in Private and Public Cloud – AWS-AZURE-GCP, OpenStack, storage, Backup, VMware, KVM, XEN, HYPER-V Hypervisor Server Administration, Networking and Automation in Data Center Operations environment at a global enterprise scale with Kubernetes, OpenShift Container Flatforms.
EXPERIENCE
7- 9+ Years – Software Engineer III
PRIMARY RESPONSIBILITIES:
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Drive the design, Project Build, Infrastructure setup, monitoring, measurements, and improvements around the quality of services Provided, Network and Virtual Instances service from OpenStack, VMware VIO, Public and private cloud and DevOps environments.
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Work closely with the customers and understand the requirements and get it done on timelines.
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Work closely with F5 architects and vendors to understand emerging technologies and F5 Product Roadmap and how they would benefit the Infra team and its users.
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Work closely with the Team and complete the deliverables on-time
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Consult with testers, application, and service owners to design scalable, supportable network infrastructure to meet usage requirements.
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Assume ownership for large/complex systems projects; mentor Lab Network Engineers in the best practices for ongoing maintenance and scaling of large/complex systems.
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Drive automation efforts for the configuration and maintainability of the public/private Cloud.
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Lead product selection for replacement or new technologies
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Address user tickets in a timely manner for the covered services
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Responsible for deploying, managing, and supporting production and pre-production environments for our core systems and services.
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Migration and consolidations of infrastructure
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Design and implement major service and infrastructure components.
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Research, investigate and define new areas of technology to enhance existing service or new service directions.
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Evaluate performance of services and infrastructure; tune, re-evaluate the design and implementation of current source code and system configuration.
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Create and maintain scripts and tools to automate the configuration, usability and troubleshooting of the supported applications and services.
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Ability to take ownership on activities and new initiatives.
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Infra Global Support from India towards product Development teams.
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On-call support on a rotational basis for a global turn-around time-zones
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Vendor Management for all latest hardware and software evaluations keep the system up-to-date.
KNOWLEDGE, SKILLS AND ABILITIES:
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Have an in-depth multi-disciplined knowledge of Storage, Compute, Network, DevOps technologies and latest cutting-edge technologies.
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Multi-cloud - AWS, Azure, GCP, OpenStack, DevOps Operations
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IaaS- Infrastructure as a service, Metal as service, Platform service
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Storage – Dell EMC, NetApp, Hitachi, Qumulo and Other storage technologies
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Hypervisors – (VMware, Hyper-V, KVM, Xen and AHV)
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DevOps – Kubernetes, OpenShift, docker, other container and orchestration flatforms
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Automation – Scripting experience python/shell/golan , Full Stack development and Application Deployment
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Tools - Jenkins, splunk, kibana, Terraform, Bitbucket, Git, CI/CD configuration.
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Datacenter Operations – Racking, stacking, cable matrix, Solution Design and Solutions Architect
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Networking Skills – Cisco/Arista Switches, Routers, Experience on Cable matrix design and pathing (Fiber/copper)
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Experience in SAN/NAS storage – (EMC/Qumulo/NetApp & others)
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Experience with Red Hat Ceph storage.
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A working knowledge of Linux, Windows, and Hypervisor Operating Systems and virtual machine technologies
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SME - subject matter expert for all cutting-edge technologies
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Data center architect professional & Storage Expert level Certified professional experience .
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A solid understanding of high availability systems, redundant networking and multipathing solutions
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Proven problem resolution related to network infrastructure, judgment, negotiating and decision-making skills along with excellent written and oral communication skills.
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A Working experience in Object – Block – File storage Technologies
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Experience in Backup Technologies and backup administration.
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Dell/HP/Cisco UCS server’s administration is an additional advantage.
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Ability to quickly learn and adopt new technologies.
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A very very story experience and exposure towards open-source flatforms.
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A working experience on monitoring tools Zabbix, nagios , Datadog etc ..
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A working experience on and BareMetal services and OS administration.
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A working experience on the cloud like AWS- ipsec, Azure - express route, GCP – Vpn tunnel etc.
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A working experience in working using software define network like (VMware NSX, SDN, Openvswitch etc ..)
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A working experience with systems engineering and Linux /Unix administration
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A working experience with Database administration experience with PostgreSQL, MySQL, NoSQL
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A working experience with automation/configuration management using either Puppet, Chef or an equivalent
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A working experience with DevOps Operations Kubernetes, container, Docker, and git repositories
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Experience in Build system process and Code-inspect and delivery methodologies.
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Knowledge on creating Operational Dashboards and execution lane.
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Experience and knowledge on DNS, DHCP, LDAP, AD, Domain-controller services and PXE Services
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SRE experience in responsible for availability, latency, performance, efficiency, change management, monitoring, emergency response, and capacity planning.
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Vendor support – OEM upgrades, coordinating technical support and troubleshooting experience.
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Experience in handling On-call Support and hierarchy process.
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Knowledge on scale-out and scale-in architecture.
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Working experience in ITSM / process Management tools like ServiceNow, Jira, Jira Align.
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Knowledge on Agile and Scrum principles
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Working experience with ServiceNow
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Knowledge sharing, transition experience and self-learning Behavioral.
Job Description
We are looking for a PHP Developer responsible for managing front-end services and the interchange of data between the server and the users. Your primary focus will be the development of all front UI & Business logic. You will be responsible for integrating the front-end elements built. Therefore, a thorough understanding of all front-end elements is necessary.
Responsibilities
- Integrating UI & developing Business Logic
- Good understanding of Javascript and JQuery is a must.
- Good knowledge of working with Cookies and Browser Sessions.
- Experience working with File Handling Concepts.
- Writing clean code and creating necessary components.
- Build efficient, testable, and reusable PHP modules
- Solve complex performance problems and architectural challenges
- Integration of data storage solutions (may include databases, key-value stores, blob stores, etc.)
- Understanding the fully synchronous behavior of PHP.
- Understanding of MVC design patterns.
- Knowledge of object oriented PHP programming.
- Strong knowledge of the common PHP or web server exploits and their solutions.
- Understanding fundamental design principles behind a scalable application.
- Proficient understanding of code versioning tools, such as Git.
- Experience in common third-party APIs (Google, Facebook etc).
- Google maps integration
- Working with reddis cache
- Building pixel perfect UI with html and CSS
- Good understanding of Session management in PHP
- Writing maintainable code
- Good understanding of concepts such as Lazy loading.
- If you hold experience with backend technologies such as NodeJS, MongoDB & Express. It will be a significant advantage.
Skills And Qualifications
- Strong knowledge of Core PHP.
- Understanding the fully synchronous behavior of PHP.
- Understanding of MVC design patterns.
- Knowledge of object oriented PHP programming.
- Understanding accessibility and security compliance.
- Strong knowledge of the common PHP or web server exploits and their solutions.
- Understanding fundamental design principles behind a scalable application.
- User authentication and authorization between multiple systems, servers, and environments.
- Integration of multiple data sources and databases into one system.
- Familiarity with limitations of PHP as a platform and its workarounds.
- Familiarity with NoSQL databases and their declarative query languages is an advantage.
- Proficient understanding of code versioning tools, such as Git.
- Minimum 2+ years' experience in PHP frontend development.
Work Location: Hyderabad
Experience:3 to 6 Years
Package:As per Market Standards
Notice Period:Immediate Joiners
Its a Full Time Opportunity with Our Client
Mandatory Skills:.Net,Andriod/IOS & Xamarin
Job Description
Candidate should have development experience in .Net Technologies.
Experience on Xamarin forms is mandatory.
Should have worked on all the following:
C#.NET, JavaScript, JQuery, CSS, SQL, ASP.NET.
Good experience in XAML
Experience developing Cross Platform applications (Android/iOS/Windows) in- Xamarin will be good.
Good experience in REST applications.








