AI/ML Engineer

Role Overview

We are seeking a skilled and highly motivated ETL Developer to fill a key role working on distributed team, in a dynamic fast-paced environment. This project is an enterprise-wide distributed system with users worldwide.

This hands-on role requires the candidate to work collaboratively in a squad following a Scaled Agile development methodology. You must be a self-starter, delivery-focused, and possess a broad set of technology skills.

We will count on you to:

• Designs, codes, tests and debugs new and existing software applications primarily using ETL technologies and relational database languages.
• Excellent documentation and presentation skills, analytical and critical thinking skills, and the ability to identify needs and take initiative ​
• Proven expertise working on large scale enterprise applications
• Working on Agile/Scrum/Spotify development methodology
• Quickly learn new technologies, solve complex problems and be able to ramp up on new projects quickly.
• Communicate effectively and be able to review ones work as well as others with a particular attention to accuracy and detail.
• The candidate must demonstrate a great knowledge of ETL technology and be able to work effectively on distributed components.​
• Investigate research and correct defects effectively and efficiently.
• Ensure code meets specifications, quality and security standards, and is maintainable
• Complete work within prescribed standards and follow prescribed workflow process.
• Unit test software components efficiently and effectively
• Ensure that solution requirements are gathered accurately, understood, and that all stakeholders have transparency on impacts
• Follow engineering best practices and principles within your organisation
• Work closely with a Lead Software Engineer
• Build strong relationships with members of your engineering squad

What you need to have:

• Proven track record of successfully delivering software solutions
• The ability to communicate effectively to both technical and non-technical colleagues in a cross-functional environment
• Some experience or knowledge of working with Agile at Scale, Lean and Continuous Delivery approaches such as Continuous Integration, Test-Driven Development and Infrastructure as Code
• Some experience with cloud native software architectures
• Proven experience in the remediation of SAST/DAST findings
• Understanding of CI/CD and DevOps practices
• Strong Self-starter and active squad contributor

Technical Skills or Qualifications Required:

Mandatory Skills:

• Strong ETL Skills: Snap logic
• Expertise on Relational Databases Oracle, SSMS and familiar with NO SQL DB MongoDB
• Knowledge of data warehousing concepts and data modelling
• Experience of performing validations on large-scale data
• Strong Rest API ,JSON’s and Data transformations experience
• Experience with Unit Testing and Integration Testing
• Knowledge of SDLC processes, practices, and experience with some or all of: Confluence, JIRA, ADO, Github etc.

·      7+ years of professional experience in front-end development.

·      7+ years of hands-on experience with React.js and its ecosystem (Redux, Context API, Hooks, etc.).

·      Strong understanding of JavaScript (ES6+), HTML5, and CSS3.

·      Experience with RESTful APIs, GraphQL, and WebSocket integration.

·      Proficiency in modern build tools (Webpack, Vite, Babel, etc.).

·      Expertise in state management libraries (Redux, MobX) and React Query.

·      Solid understanding of UI/UX principles and responsive design.

·      Experience with testing frameworks (Jest, React Testing Library, Cypress, etc.).

·      Familiarity with modern CI/CD pipelines and version control tools (Git).

LogiNext is looking for a technically savvy and experienced Principal Software Engineer - Client Success  to be part of the support team. Client success engineering is an important part of the LogiNext experience. You will help in quickly resolving the technical issues across the entire SaaS product suite. You will be responsible for maintaining the SLAs as defined by the organization. You will be collaborating with the client’s operations team, engineering team .

Responsibilities 

• Troubleshoot application and software related issues and determine the root cause for the issues
• Work on defined SLAs to ensure that our client receives the best of the services
• Provide minor enhancements, production, and technical support to LogiNext’s enterprise clients
• Monitor production alerts and escalate the issues for any anomalies in the system
• Ensure complete compliance of ticketing tool and report metrics on a daily basis
• Work with the existing engineering team to maintain highly scalable and secure products
• Manage and prioritize multiple work requirements to meet deadlines by working independently and leading a team 

Requirements

• Bachelor’s degree in Computer Science, Information Technology or related field
• 8 to 10 years experience in a production support role or in software development using Java, J2EE, Spring, RESTful APIs, MySQL, MongoDB
• Expertise on production support processes such as incident or change management, call triaging, critical issue procedures

• Experience in writing and maintaining scripts to monitor system activity and automate production support activities that enable efficiency and productivity of Customer Success team
• Proficiency in troubleshooting, root-cause analysis, SLA adherence and metrics reporting for large enterprises 
• Knowledge of monitoring tools, alert escalation, customer and other stakeholder management
• Familiarity and/or experience in implementing ITIL concepts in addition to technical aptitude are highly valued
• Providing support on weekends on a rotational basis
• Expereince in team management

What You'll Do

●       Develop embedded system architecture that is efficient and scalable

●       Develop multi-device system design, envision customer interaction, and corner cases to build issue-free design

●       Develop firmware code for Interrupt driven system which interacts with Android and cloud

●       Implement function safety, protection and security in the embedded system

●       Implement predictive hardware failure features

Who You Are?

●       Passionate individual who loves to work on embedded systems. a person who likes to drive things actively rather than waiting for tasks to get assigned.

●       Strong programming capabilities

●       Understanding of electronics and hardware

●       Clear thought process, believe in simplifying rather than complicating

●       Argue and fight over the opinions. Believe in delivering the best for the users

You Should Have

●       3+ year experience in embedded system design

●       Mastery in C/C++ for embedded systems. Strong fundamentals of Microcontrollers and their common peripherals.

●       Strong basics of C/C++, memory map, compiler functionality

●       Done multiple projects during graduation/post-graduation. Participated and performed in tech competitions. 

●       Experience working with actuators like motors (DC/brushless), LED/LCD and HMI interfaces, speakers, sensors etc

●       Experience working with motor control algorithms and PID controllers

• Proficiency with Linux OS and basic bash scripting

Role: As a part of the Engineering team, you will be responsible for driving the mobile App development end-to-end. In this role, you will be working to find creative solutions that improve our customer’s experience and brand reputation when facing technical issues on the platform. You will be responsible for tracing and monitoring real-time transactions through various systems end-to-end, displaying key information, and provided with controls necessary to mitigate incidents.

• Minimum 4-5 years experience in developing mobile applications
• Excellent understanding of software design and object-oriented programming principles.
• Minimum experience of 1.5 years on Flutter, 
• Good knowledge about clean code architecture.
• Knowledge on writing Unit test cases
• Hand-on experience in widget building, its lifecycle, and inbuilt widgets provided by flutter.
• Hands-on experience in API integration in flutter.
• Hands-on experience with local storage, shared preferences, session management.
• Knowledge of Flutter performance and optimization
• Knowledge about architectural differences between ios/android and how flutter handles them.
• Good to have knowledge on Financial domain
• Good to have experience in financial industry/Fintech 
• expirience on doing android release

What is the role?

You will be responsible for architecting and developing features on the application end to end. You will be working closely with the Product Managers and the Technical architect to come up with high-quality, resilient, and highly performant applications.‍

Key Responsibilities

• Design and develop SaaS-based applications based on microservices architecture.
• Work on core backend and ensure it meets the performance benchmarks.
• Work on the front end with ReactJS.
• Designing and developing APIs for the front end to consume.
• Constantly improve the architecture of the application by clearing the technical backlog.
• Meeting both technical and consumer needs.
• Staying abreast of developments in web applications and programming languages.

What are we looking for?

An enthusiastic individual with the following skills. Please do not hesitate to apply if you do not match all of it. We are open to promising candidates who are passionate about their work and are team players.

• Education - BE/MCA or equivalent.
• Overall 4+ years of experience.
• Agnostic/Polyglot with multiple tech stacks.
• Worked on open source technologies – NodeJS, ReactJS, MySQL, NoSQL, MongoDB, DynamoDB.
• Good experience with Front-end technologies like JavaScript frameworks, ReactJS, AngularJS.
• Backend exposure – good knowledge of building API.
• Worked on serverless technologies.
• Efficient in building microservices in combining server & front-end.
• Knowledge of cloud architecture.
• Should have sound working experience with relational and columnar DB.
• Should be innovative and communicative in approach.
• Will be responsible for functional/technical track of a project.

Whom will you work with?

You will closely work with the engineering team and support the Product Team of Plum.

We are

A fast-growing SaaS commerce company based in Bangalore with offices in Delhi, Mumbai, SF, Dubai, Singapore, and Dublin. We have three products in our portfolio: Plum, Empuls and Compass. Company works with over 1000 global clients. We help our clients in engaging and motivating their employees, sales teams, channel partners or consumers for better business results.

Way forward

Required skill

• Around 6- 8.5 years of experience and around 4+ years in AI / Machine learning space
• Extensive experience in designing large scale machine learning solution for the ML use case,  large scale deployments and establishing continues automated improvement / retraining framework.
• Strong experience in Python and Java is required.
• Hands on experience on Scikit-learn, Pandas, NLTK
• Experience in Handling of Timeseries data and associated techniques like Prophet, LSTM
• Experience in Regression, Clustering, classification algorithms
• Extensive experience in buildings traditional Machine Learning SVM, XGBoost, Decision tree and Deep Neural Network models like RNN, Feedforward is required.
• Experience in AutoML like TPOT or other
• Must have strong hands on experience in Deep learning frameworks like Keras, TensorFlow or PyTorch 
• Knowledge of Capsule Network or reinforcement learning, SageMaker is a desirable skill
• Understanding of Financial domain is desirable skill

 Responsibilities 

• Design and implementation of solutions for ML Use cases
• Productionize System and Maintain those
• Lead and implement data acquisition process for ML work
• Learn new methods and model quickly and utilize those in solving use cases