AVP – Supply Chain Finance

Job Description: AI/ML Specialist

We are looking for a highly skilled and experienced AI/ML Specialist to join our dynamic team. The ideal candidate will have a robust background in developing web applications using Django and Flask, with expertise in deploying and managing applications on AWS. Proficiency in Django Rest Framework (DRF), a solid understanding of machine learning concepts, and hands-on experience with tools like PyTorch, TensorFlow, and transformer architectures are essential.

Key Responsibilities

● Develop and maintain web applications using Django and Flask frameworks.

● Design and implement RESTful APIs using Django Rest Framework (DRF).

● Deploy, manage, and optimize applications on AWS services, including EC2, S3, RDS, Lambda, and CloudFormation.

● Build and integrate APIs for AI/ML models into existing systems.

● Create scalable machine learning models using frameworks like PyTorch, TensorFlow, and scikit-learn.

● Implement transformer architectures (e.g., BERT, GPT) for NLP and other advanced AI use cases.

● Optimize machine learning models through advanced techniques such as hyperparameter tuning, pruning, and quantization.

● Deploy and manage machine learning models in production environments using tools like TensorFlow Serving, TorchServe, and AWS SageMaker.

● Ensure the scalability, performance, and reliability of applications and deployed models.

● Collaborate with cross-functional teams to analyze requirements and deliver effective technical solutions.

● Write clean, maintainable, and efficient code following best practices.

● Conduct code reviews and provide constructive feedback to peers.

● Stay up-to-date with the latest industry trends and technologies, particularly in AI/ML.

Required Skills and Qualifications

● Bachelor’s degree in Computer Science, Engineering, or a related field.

● 3+ years of professional experience as a AI/ML Specialist

● Proficient in Python with a strong understanding of its ecosystem.

● Extensive experience with Django and Flask frameworks.

● Hands-on experience with AWS services for application deployment and management.

● Strong knowledge of Django Rest Framework (DRF) for building APIs.

● Expertise in machine learning frameworks such as PyTorch, TensorFlow, and scikit-learn.

● Experience with transformer architectures for NLP and advanced AI solutions.

● Solid understanding of SQL and NoSQL databases (e.g., PostgreSQL, MongoDB).

● Familiarity with MLOps practices for managing the machine learning lifecycle.

● Basic knowledge of front-end technologies (e.g., JavaScript, HTML, CSS) is a plus.

● Excellent problem-solving skills and the ability to work independently and as part of a team.

● Strong communication skills and the ability to articulate complex technical concepts to non-technical stakeholders.

Key Skills:

• Programming Languages: C# or VB.NET
• Server-Side Technologies: ASP.NET / MVC
• Front-End Technologies: Html5, ES5/ES6/ JavaScript, CSS, jQuery, Bootstrap, Ajax, Web Sockets
• Database: SQL Server

We are a B2B SaaS company that is re-imagining how companies use sales incentives to motivate their employees. We believe great results are only achieved when people are motivated - and our product is nothing but an extension of that philosophy.

On a more day-to-day level, our product takes away the ambiguity and grunt-work behind manual sales incentive calculation, and allows companies to experiment with incentive plans that actually work for every employee - and not just top performers. We are a team of experienced founders who between them have built and sold software products pretty much all across the globe. We are backed by some of the best angels and institutional investors in India - and are growing at breakneck speed.

We are seeking a skilled React JS Developer for a three-month contract to join our dynamic team. You will be responsible for developing and implementing user interface components using React.js concepts and workflows such as Redux, Flux, and Webpack. The ideal candidate should have proficient knowledge of React tools, excellent troubleshooting skills, and the ability to translate business requirements into technical solutions.

Responsibilities:

• Develop new user-facing features using React.js.
• Build reusable components and front-end libraries for future use.
• Optimize components for maximum performance across a vast array of web-capable devices and browsers.
• Collaborate with other team members and stakeholders.

Qualifications:

• Proficiency in JavaScript, including DOM manipulation and the JavaScript object model.
• Past Intership with React.js and its core principles.
• Usage experience with common front-end development tools such as Babel, Webpack, NPM, etc.

Kindly note that candidates who have graduated in 2022 and 2023 only will be considered for the role who are based in Mumbai, immediate joiners

JD - Data Operations Analyst

What is the job and team like

• As a Data Operations Analyst we manage business reporting of numerous teams, constantly monitor performance
• Checking the integrity of the revenue reporting done by the different systems for the correct profitability to be
• reported to the CXOs
• Send reports periodically and alert stakeholders for changes in the key performance metrics
• Allocate efforts to different Business Implementations that help build Profit/Loss statement for the Financials.
• Track crucial data points which affect the core of the business and escalate it to senior stakeholders

Roles and Responsibilities

• Graduate in IT Background(BE/BSc IT/ BCA) 2022 and 2023 graduates only
• Executing a set of business processes daily/weekly/monthly as per Business requirement.
• Provide ad-hoc data support on any urgent reports and material in an expedited manner
• Maintain a list of open tasks and escalations, and send updates to the relevant stakeholders
• Have an eye for detail, should have the ability to look at numbers, spot trends and identify gaps
• Identify efficient and meaningful ways to communicate data and analysis through ongoing reports and dashboards
• Proficiency in SQL, Excel and any statistical and analytical tools such as SAS, SPSS is a big plus
• Managing master data, including creation, updates, and deletion.
• Ability to work in a fast paced, technical, cross functional environment
• Familiarity with Internet Industry and Online Advertising Business is a plus

Ideal candidate

• Import and export large volume of data to database tables as required
• Should be able to write Data Definition Language or Data Manipulation Language SQL commands
• Develop programs, methodologies to get analyzable data on a regular basis
• Good team player and multi-tasker
• Should have the ability to learn and adapt to change
• Self-starter Must be productive with minimal direction
• High-level written and verbal communication sk

Job Details

Work mode- In office

Must have skills - SQL, MS Excel, Communications

• Experience in Node.js Frameworks
• Hands-on experience with MongoDB
• Strong proficiency with JavaScript, Socket IO, ExpressJS & SailsJS
• Experience working with third-party developer tools, including documentation, APIs, and SDKs
• Good Grasp of Asynchronous Programming and Its Workarounds
• Database Schema design for Business Processes
• Working Knowledge of JWT based passport Authentication
• Can Write and Refactor Efficient Codes
• Experience in Implementing Data Protection
• Must have demonstrated the ability to deliver high-quality products on time
• Knowledge of GIT, SVN technology

1. Develop and Deploy Software:
1. Architect and create an effective build and release process using industry best practices and tools
2. Create and manage build scripts to deploy software in a multi-cloud environment
3. Look for opportunities to automate as much of the deployment process as possible to provide for repeatability, auditability, scalability and build in process enforcement
2. Manage Release Schedule:
1. Act as a “gate keeper” for all releases into production
2. Work closely with business stakeholders, development managers and developers to prepare a release schedule
3. Help prioritize deployment requests for version upgrades, patches and hot-fixes
3. Continuous Delivery of Software:
1. Implement Continuous Integration (CI) practices to drive development teams to implement smaller changes and commit code to the version control repo frequently
2. Implement Continuous Development (CD) practices that automates deployment of the application to several environments – Dev, Test and Production
3. Implement Continuous Testing (functional and non-functional) to execute tests in the CI/CD pipeline
4. Manage Version Control:
1. Define and implement branching policies to efficiently manage source-code
2. Implement business rules as a part of source control standards
5. Resolve Software Issues:
1. Assist technical support and development teams to troubleshoot issues and identify areas that need improvement
2. Address deployment related issues
6. Maintain Release Documentation:
1. Maintain release notes (features available in stable versions and known issues) and other documents for both internal and external end users

Able to communicate with international clients without any communication hindrances.

- Own client on-boarding process including software installation, hardware configuration, client specific customization, and testing.

- Provide support in troubleshooting and solving technical errors to all our clients at various locations.

- Able to work independently and in a team and should have a can-do attitude.
Any US accent certification.

Excellent verbal/written english communication skills. (US accent preferred)

- Familiarity with computer technology specially in Windows OS.

• Deploy company Application on customer public cloud and on-premise data centers
• Building Kubernetes based workflows for wide variety of use cases
• Document and Automate the deployment process for internal and external deployments
• Interacting with customers over call to deployment and debugging
• Deployment and Product Support

Desired Skills and Experience

• 4-6 years of experience in infrastructure development, or development and operations.
• Minimum 2+ years of experience in docker and kubernetes.
• Experience working with Docker and Kubernetes. Aware of Kubernetes Internals, Networking etc. Experience with Linux infrastructures tools.
• Good interpersonal skills and communication with all levels of management.
• Extensive experience in setting up Kubernetes on AWS, Azure etc.

Good to Have

• Familiarity with Big Data Tools like Hadoop, Spark.
• Experience with Java Application Debugging.
• Experience in monitoring tools like Prometheus, Grafana etc

• Maintain track records of process followed
• Submitting business reports to the system as on requirement
• Report to the organization/board periodically
• Extended analysis of the specific tasks with SWOT
• Budgeting for efficient working & operation
• Cost control exercises and implementation
• Follow the SOP to analyze, execute & follow
• Performance indicators modelling for the Operations
• Track department progress & performance
• Department forecast & planning
• Process & Ancillary tool development as per market requirement
• Implementation of the updated procedures
• Adapting the recent company policies
• Training the team members in the process
• Guiding & Metering the team reporting to you.