Business Analyst

About the company

KPMG International Limited, commonly known as KPMG, is one of the largest professional services networks in the world, recognized as one of the "Big Four" accounting firms alongside Deloitte, PricewaterhouseCoopers (PwC), and Ernst & Young (EY). KPMG provides a comprehensive range of professional services primarily focused on three core areas: Audit and Assurance, Tax Services, and Advisory Services. Their Audit and Assurance services include financial statement audits, regulatory audits, and other assurance services. The Tax Services cover various aspects such as corporate tax, indirect tax, international tax, and transfer pricing. Meanwhile, their Advisory Services encompass management consulting, risk consulting, deal advisory, and other related services.

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Job Description

Position: ML Engineer

Experience: Experience 4+ years of relevant experience

Location :  WFO (3 days working) Pune – Kharadi

Employment Type:  contract for 3-5 months-Can be extended basis performance and future requirements

Skills Required:

  • Building and maintaining pipelines for model development, testing, deployment, and monitoring. 

• Automating repetitive tasks such as model re-training, hyperparameter tuning, and data validation. 

• Developing CI/CD pipelines for seamless code migration. 

• Collaborating with cross-functional teams to ensure proper integration of models into production systems. 

Key Skills 

• 3+ years of experience in developing and deploying ML models in production. 

• Strong programming skills in Python (with familiarity in Bash/Shell scripting). 

• Hands-on experience with tools like Docker, Kubernetes, MLflow, or Airflow. 

• Knowledge of cloud services such as AWS SageMaker or equivalent. 

• Familiarity with DevOps principles and tools like Jenkins, Git, or Terraform. 

• Understanding of versioning systems for data, models, and code. 

• Solid understanding of MLflow, ML services, model monitoring, and enabling logging services for performance tracking

JOB DESCRIPTION

Job Title: Admission Counsellor

Experience: 1-4 Years

Location: Gurgaon

Type of Working: Work from Office, 5 Days

RESPONSIBILITIES

● Counselling prospective students and guiding them about the different Courses

● Counselling through Data Calling.

● Advise students on specific degree programs and admission procedures.

● Handling queries over the telephone

● Converting leads into admissions.

ELIGIBILITY:

● Excellent written and verbal communications.

● Good knowledge about the courses and ready to work as per requirements

● Well-versed in the background of the Edtech industry.

● Must possess thorough knowledge of institutions and programs offered.

● Should maintain a professional work environment.

● Full of energy, result-oriented nature and takes initiative.

● Experience from the Edtech industry would be preferred

Connect at https://www.linkedin.com/in/babitagupta7?lipi=urn%3Ali%3Apage%3Ad_flagship3_profile_view_base_contact_details%3BFZLsN15RQ1yvYSH347fgrg%3D%3D

The role involves computer vision tasks including development, customization and training of Convolutional Neural Networks (CNNs); application of ML techniques (SVM, regression, clustering etc. ) and traditional Image Processing (OpenCV etc. ). The role is research focused and would involve going through and implementing existing research papers, deep dive of problem analysis, generating new ideas, automating and optimizing key processes.

Requirements:

• 2 - 4 years of relevant experience in solving complex real-world problems at scale via deep learning, computer vision or AI
• Python, cuDNN, Tensorflow/PyTorch/Keras (or similar Deep Learning frameworks).
• CNNs, RNNs, Transfer learning (for image classification, segmentation, object detection etc).
• Image Processing techniques using OpenCV or other white-box image feature extraction algorithms.
• End to end deployment of deep learning models.

Responsibilities

• Understand existing business operations tool used by customer support and business teams.
• Work with Engineering Manager to upgrade the system to improve system stability and response times.
• Independently lead design and implement new features as per business requirements provided by Product Management team.
• Develop elegant, modular and maintainable solutions. Document all design, operations steps for knowledge sharing purposes.
• Guide junior team members on feature implementation and provide relevant training on existing modules.

Must-know Technologies

• Java EE
• Java Server Facelets (JSF)
• Java Persistence API (JPA), Hibernate
• SQL
• HTML, CSS, JavaScript
• Payara/GlassFish/similar application server environments

Preferred Skills

• 2-8 years of overall experience in software design and development.
• Ability to analyze existing application, implement new features and re-architect the application in case of inefficiencies.
• Strong object-oriented skills and ability to apply design patterns.
• Experience mentoring junior engineers on development, code review, project planning.

• Meeting with the development team to discuss user interface ideas and applications.
• Reviewing application requirements and interface designs.
• Identifying web-based user interactions.
• Developing and implementing highly responsive user interface components using react concepts.
• Writing application interface codes using JavaScript following react.js workflows.
• Troubleshooting interface software and debugging application codes.
• Developing and implementing front-end architecture to support user interface concepts.
• Monitoring and improving front-end performance.
• Documenting application changes and developing updates.

Experience- 3 to 8 years 

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

REQUIREMENTS

• 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
• Familiarity with RESTful APIs and sockets
• 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
• Experience with PWAs and React Native is a huge plus

Build reusable APIs for our client-facing apps in Node.js

Create and maintain scalable infrastructure leveraging modern cloud platforms Write tests and documentation as you implement features with your team Maintain expertise in current and emerging technologies and tools

4+ years’ Experience with NodeJS

BS degree or higher in Computer Science or Engineering Experience documenting and testing RESTful APIs

Experience working with databases in PostgreSQL, MongoDB or Redis

Experience and enthusiasm for working collaboratively with others in an Agile environment