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We are looking for a highly capable machine learning engineer to optimize our machine learning systems. You will be evaluating existing machine learning (ML) processes, performing statistical analysis to resolve data set problems, and enhancing the accuracy of our AI software's predictive automation capabilities.
To ensure success as a machine learning engineer, you should demonstrate solid data science knowledge and experience in a related ML role. A first-class machine learning engineer will be someone whose expertise translates into the enhanced performance of predictive automation software.
Machine Learning Engineer Responsibilities:
Consulting with managers to determine and refine machine learning objectives.
Designing machine learning systems and self-running artificial intelligence (AI) software to automate predictive models.
Transforming data science prototypes and applying appropriate ML algorithms and tools.
Ensuring that algorithms generate accurate user recommendations.
Turning unstructured data into useful information by auto-tagging images and text-to-speech conversions.
Solving complex problems with multi-layered data sets, as well as optimizing existing machine learning libraries and frameworks.
Developing ML algorithms to analyze huge volumes of historical data to make predictions.
Running tests, performing statistical analysis, and interpreting test results.
Documenting machine learning processes.
Keeping abreast of developments in machine learning.
Machine Learning Engineer Requirements:
Bachelor's degree in computer science, data science, mathematics, or a related field.
Master’s degree in computational linguistics, data analytics, or similar will be advantageous.
At least two years' experience as a machine learning engineer.
Advanced proficiency with Python, Java, and R code writing.
Extensive knowledge of ML frameworks, libraries, data structures, data modeling, and software architecture.
In-depth knowledge of mathematics, statistics, and algorithms.
Superb analytical and problem-solving abilities.
Great communication and collaboration skills.
Excellent time management and organizational abilities.
Our client is a rapid growth stage Edtech start-up focused on solving the teacher shortage crisis in the US education system using technology by bringing teachers to the classrooms and giving them access to the right tools to teach students in a highly engaging manner.
They have a development center in Mumbai and they are looking to scale up the teams in Pune and Bangalore as well.
What does the role entail:
●Lead requirement/task and guide junior software engineers in the development process.
● Design, develop and maintain user interfaces for web and mobile applications.
● Strong understanding of UI design principles and best practices.
● Collaborate with cross-functional teams to analyse requirements, design solutions, and implement new features.
● Develop and implement unit tests and integration tests to ensure software quality.
● Troubleshoot and debug applications.
● Participate in code reviews and provide constructive feedback to peers.
● Mentor junior software engineers and help them grow their technical skills.
Required Skills:
● B.E/B.Tech/master’s in computer science (or equivalent).
● 4 - 7 years of experience
● Skilled with one of Front end Technologies: Angular 10+/Flutter/React/Vue.
● Experience with HTML, CSS, JavaScript, and TypeScript or Dart.
● Experience with state management libraries.
● Experience with UI testing frameworks such as Cypress.
● Experience with responsive design and developing mobile-first user interfaces.
● Knowledge of UI accessibility guidelines and experience implementing accessibility features.
● Excellent problem-solving, critical thinking, and communication skills.
● General understanding of Agile software development methodologies.
● Understanding of development and operational support best practices.
- 3+ years of working experience using NodeJS
- Knowledge on Express and/or React Js added advantage
- Experience in MongoDB and/or Postgres
- Experience in designing and developing serverless applications
- Knowledge of SOLID principles, Design patterns
- Good debugging skills using modern Dev Tools
- Experience with RESTful API development and integration
- Microservice experience is preferred
- Experience in Unit tests, code reviews
- Experience in cloud platforms – AWS is a plus
- Ability to up-skill in new technologies
- Innovative thinker with strong problem-solving skills
Functional Competence
- NodeJS
- NPM
- RESTful API
- Microservice
- MongoDB
- Postgres
● Contribute towards Designing and Developing functionality for our mobile app based on Cordova and
Angular.
● Rapidly build prototypes from mockups that can be directly implemented
● Create decoupled, interactive mobile UIs using applicable Frameworks
● Improve rendering performance and memory optimizations to create a performant UX
● Support, maintenance and ongoing development for existing applications and projects
● Unit-test code for robustness, including edge cases, usability, and general reliability
● Master/Bachelors degree in computer science
● At least 4 years of related working experience
● Proven working experience in developing hybrid mobile applications, with one or more iOS and
Android apps on respective app stores. We use Cordova and Angular to build our apps.
● Experience with writing and debugging code using Angular 2.0 or above. Strong skills in HTML/CSS
and Javascript.
● Good knowledge of Javascript Algorithms and Data Structures.
● Experience with native app development on mobile is an added advantage.
● Working experience with version control systems.
● Good understanding of the mobile web development life cycle.
Responsibilities
- Develop web-based application for analytics using Angular
- Integrate and extend Python REST APIs and create visually stunning UI experiences for analysts and users.
- Create flexible dashboards and reports (using plotly, d3, etc) and leverage open source technology to create various components.
- Create a flexible UI for data analytics and big data usecases which can be used by Large Tier banks as well as smallscale agile startups
- Write unit tests and functional tests for the component using tools like Jasmine, Karma, Cypress, etc.
- Follow software development practices with continuous testing, development and integration (CD/CI)
- Write and maintain technical design documents and new-feature documents
- Collaborate closely with developers, engineers, testers, and product managers
- Participate in peer-based code reviews and design reviews
- Follow agile methodology and encourage collaboration with tools such as GIT, Confluence and Slack applications
- Undergraduate degree or above in computer science preferred
Required Qualifications
- Knows SPA and frontend technologies well
- Has used atleast 1 web framework: Angular / React / Vue / etc. and comfortable with Javascript/Typescript.
- Experience with styling (CSS / SCSS / others) frameworks like bootstrap, material, foundation, tailwind, etc. is a plus
- Knowledge on visualization frameworks like D3, plotly, highcharts, chart.js, etc. to make customizable dashboards.
- Has used testing libraries like karma, jest, jasmine, cypress, selenium, etc.
- Familiar with with frontend processes like State management (Redux), Reactive programming (rxjs), Authentication methods (JWT, SAML) etc.
- Basic knowledge about APIs (flask, django, nodejs) and worked on deploying web applications (nginx or apache or cloud technologies like AWS, GCP, docker, etc.) will be beneficial.
Experience: 4+ yrs
Salary: Not Disclosed
Location: Hyderabad
Responsibilities:
- Analyze, design and support implementation of business specific Pega solutions and/or framework
- Responsible for implementing technical solutions on Pega 8.x
- Ability to create reusable components that can be leveraged across the enterprise for providing top-notch user experience
- Ability to translate complex business requirement into functional technical requirements using Pega Systems Smart BPM methodology and DCO tools
- Good hands on implementing PEGA integration services using REST, SOAP, Email etc. Good understanding of PEGA case management features
- Design and implement product features in collaboration with business and IT stakeholders
- Design reusable components, frameworks and libraries
- Ability to interact with business analysts and business team members to refine requirements, Use Cases
- Perform all phases of software engineering including requirements analysis, application design, code development and testing
- Work very closely with architecture groups and drive solutions
- Participate in an Agile / Scrum methodology to deliver high-quality software releases
- Design and develop innovative solutions to meet the needs of the business
- Review code and provide feedback relative to best practices and improving performance
- Troubleshoot production support issues post-deployment and come up with solutions as required
- Mentor and guide other software/Pega engineers within the team
- Experience with troubleshooting Production log files and performance issues
- Responsible for unit testing more complex individual and team deliverables based on established test plans
- Responsible for ensuring an efficient integration of programming deliverables timely builds and overall code quality
- Contributes to the delivery of new applications and to the maintenance and enhancement of existing applications with shared responsibility for the technical issues
Experience and Qualifications:
- Bachelor’s Degree in computer science, or Information Systems or Engineering is required, else in lieu, a demonstrated equivalence in work experience is mandatory.
- Pega Systems Certified Senior System Architect (CSSA)
- 5+ Years of Experience on Pega PRPC (8.x/7.x versions) and Frame worked Case Management
- In-Depth knowledge of Pega Upgrades, Integration, Performance Management and all Pega relevant Tools
- Ability to negotiate and allocate resources appropriately for development and implementation
- Excellent written, communication and presentation skills
Aakash Educational Services Limited (AESL) is a leading educational institution in India that provides comprehensive test preparatory services for students preparing for medical and engineering entrance examinations, school/board exams and competitive and scholarship exams such as NTSE, KVPY, and Olympiads. The “Aakash” brand is associated with quality test preparation and a proven student selection track record in various medical and engineering entrance examinations
What Would You Be Doing
- Building and supporting backend and frontend development of websites and application projects
- Producing appropriate and effective technical solutions
- Working with a wider, distributed technology and project management teams to meet deadlines and maintain a high standard of code quality
- Understanding, defining, and communicating functional and non-functional requirements
- Working with our technical directors and project managers to define, scope, and estimate projects and features
- Working with QA teams to address bugs and ensure our work output is of the best quality
- Excellent written and verbal English communication
- Full exposure to both backend and frontend development on Drupal platforms
- A strong and demonstrable background working with Drupal, especially 8/9
- Experience building custom integrations, services, and modules within Drupal as well as integrating with APIs
- Strong in Data Structure and Algorithm
- Experience with Drupal templating using HTML5, CSS (SCSS is a bonus), and JavaScript and also the Twig templating engine
- Competent with MySQL and optimising query and table performance within a Drupal platform
- Working with cloud platforms like AWS
- BE/B.Tech/MCA with 4+ years of experience in Drupal implementation
- Strong experience in CI/CD processes (Jenkins, pipelines etc.)
- Should have a good understanding of OOPs concept and Design Patterns like
- Good Understanding of workflows