AEP Data Engineer

Job Description:

1.     Machine Learning Development & Deployment

·      Design and implement supervised and unsupervised models for predictive analytics, including churn prediction, demand forecasting, renewal risk scoring, and cross sell/upsell opportunity identification.

·      Translate business problems into ML frameworks and production solutions that improve efficiency, revenue, or customer experience.

·      Build, optimize, and maintain ML pipelines using tools such as MLflow, Airflow, or Kubeflow.

2.     Cross-Functional ML Use Cases

·      Partner with teams across Sales (e.g., lead scoring, next-best action), Customer Service (e.g., case deflection, sentiment analysis), Finance (e.g., revenue forecasting, fraud detection), Supply Chain (e.g., inventory optimization, ETA prediction), and Order Fulfillment (e.g., delivery risk modeling) to define impactful ML use cases.

·      Develop domain-specific models and continuously improve them using feedback loops and real-world performance data. 3.

3.      Model Governance and MLOps

·      Ensure robust model monitoring, versioning, and retraining strategies to keep models reliable in dynamic environments.

·      Work closely with DevOps and Data Engineering teams to automate deployment, CI/CD workflows, and cloud-native ML infrastructure (AWS/GCP/Azure).

4. Data Engineering and Feature Architecture

·      Collaborate with data engineers to define feature stores, data quality checks, and model-ready datasets on platforms like Snowflake or Databricks.

·      Perform feature selection, transformation, and engineering aligned with each domain’s business logic. 5. Communication & Stakeholder Collaboration

·      Present technical insights and model results to business and executive stakeholders in a clear, actionable format.

·      Work with Product Owners and Program Managers to scope, prioritize, and plan delivery of ML projects.

Qualifications:

Required

• Bachelor’s or Master’s degree in (e.g., Computer Science, Engineering, Statistics, Mathematics)

• 4+ years of experience in machine learning, data science.

• Proficiency in Python, XGBoost, PyTorch, TensorFlow, or similar.

• Experience deploying models into production using ML pipelines and orchestration frameworks.

• Strong understanding of data structures, SQL, and cloud platforms (e.g., AWS SageMaker, Azure ML, or GCP Vertex AI).

• Hands-on experience in implementing machine learning algorithms such as Random Forest, XGBoost, Logistic Regression, and Deep Learning techniques including Neural Networks (ANN, CNN)

Preferred:

• Experience supporting business functions such as Finance, Sales, or Operations with ML use cases.

• Familiarity with MLOps tools (MLflow, SageMaker Pipelines, Feature Store).

• Exposure to enterprise data platforms (e.g., Snowflake, Oracle Fusion, Salesforce).

• Background in statistics, forecasting, optimization, or recommendation systems.

JD as below

Business Analyst – Job Description

1.    Requirement gathering, Development, Requirement Analysis and documentation, Requirement communication, Requirement management and Testing. Work closely with the Business teams in gathering requirements, and getting it implemented in the system.

2.    Designing and developing functional test cases, impact analysis, system integration testing and regression testing. Conducting UAT and documentation of test cases.

3.    Support and assists with end user training and coordinates the implementation of these services for the Business.

4.    Based on Testing Feedback from Business Users, plan go live dates for the developments.

5.    Work with various user and support teams to manage technical/operational issues.

6.    Raise the bugs and CRs to tech team and track till closure.

7.    Produce periodic and ad-hoc reports for all stakeholders including leadership to monitor and ensure that projects comply with the governance framework.

8.    Work closely with the vendor in getting the development completed on time and ensure adherence to quality standards.

9.    Ability to multitask and work in a high pressure environment.

10.  Excellent analytical, communication, presentation & interpersonal skills.

11.  Ability to resolve customer/business issues and run the application management activities.

12.  Willingness to go the extra mile to resolve customer/technical issues.

Responsibilities:

• Collaborate with cross-functional teams to translate UI/UX designs into high-quality code.
• Build and maintain efficient, reusable, and reliable frontend components and modules.
• Develop cutting-edge web applications with a focus on responsiveness, performance, and user experience.
• Mentor and provide technical guidance to junior team members.
• Participate in code reviews, ensuring code quality and adherence to best practices.
• Contribute to architectural and design decisions, ensuring scalability, security, and maintainability of the frontend codebase.
• Stay updated with the latest industry trends and emerging technologies, incorporating them into our development processes.

Requirements:

• Bachelor's/Master's degree in Computer Science, Electrical Engineering, or a related technical discipline.
• Master's degree preferred.
• 5+ years of experience in a product development environment, with a focus on front-end technologies.
• Strong proficiency in HTML5 CSS3 and JavaScript.
• In-depth understanding and at least 5+ years of hands-on experience with React.js and its core principles, such as lifecycle methods and virtual DOM.
• Experience working with Single Page Applications (SPA) and universal rendering capabilities.
• Proficiency in asynchronous request handling, partial page updates, and AJAX.
• Expertise in profiling web applications for optimal memory and CPU usage.
• Familiarity with web assembly, web workers, and building browser extensions.
• Experience in developing unit test cases and end-to-end test cases for front-end applications.
• Excellent problem-solving skills and ability to work effectively in a collaborative team environment.
• Strong communication skills, both written and verbal.

Benefits at 314e Corporation:

• Medical Benefits
• Office Game space
• Referral Program
• Holiday parties

Company: IDFC First Bank

About the company:

IDFC Limited was set up in 1997 to finance infrastructure projects in India. With time, the company diversified into asset management, institutional broking and investment banking. In 2014, the Reserve Bank of India granted in-principal approval to IDFC Limited to set up a new bank in the private sector.

Role Overview:

QA Overview: A Quality Analyst with a focus on Automation and Manual Testing is responsible for ensuring the quality of software products across web, mobile, and API platforms. This role involves designing, implementing, and executing test plans, both manually and through automated testing tools, to identify and address defects. The Quality Analyst will also be proficient in database testing, ensuring the integrity and reliability of data interactions within the system.

Job Description

Job Title: QA tester

Location: Chennai

Compensation: Commensurate with Experience

Experience: 5-10 Years

Qualification- Graduation: Bachelor of Science (B.Sc) / Bachelor of Technology (B.Tech) / Bachelor of Computer Applications (BCA)

Post-Graduation: Master of Science (M.Sc) /Master of Technology (M.Tech) / Master of Computer Applications (MCA)

• Proven experience in both manual and automated testing. 
• Strong proficiency in automation tools (e.g., Selenium, Appium) and scripting languages. 
• Experience with web, mobile, API, and database testing.
• Familiarity with agile development methodologies.
• Excellent analytical and problem-solving skills. 
• Key Competencies: - Automation scripting (e.g., Java, Python, JavaScript), SQL and database querying skills - Attention to detail - Collaboration and communication - Analytical thinking

Key Responsibilities: 

1. Test Planning and Design: Develop comprehensive test plans based on project specifications. Design and document test cases for web, mobile, API, and database testing. Collaborate with development teams to understand system requirements. 
2. Automation Testing:  Develop and maintain automated test scripts using industry-standard tools (e.g., Selenium, Appium). - Execute automated test suites and Analyse results. - Identify opportunities for test automation and implement efficient testing strategies. 
3. Manual Testing: Execute manual test cases for functional, regression, and performance testing. - Document and report defects, providing detailed information for developers. - Conduct exploratory testing to identify unforeseen issues. 
4. Web, Mobile, and API Testing: Perform end-to-end testing of web and mobile applications. - Validate API functionality and integration points. - Ensure compatibility across different browsers and mobile devices. 
5. Continuous Integration: Design, implement and maintain CI pipelines for automated testing and deployment - Integrate automated tests into CI workflows to enable early detection of defects - Continuously assess and optimize CI processes for speed, efficiency and reliability
6. Database Testing: Develop and execute SQL queries to validate data integrity. - Verify data transformations and migrations. - Identify and address performance issues related to database interactions. 
7. Collaboration: Work closely with developers, product managers, and other stakeholders to understand requirements and user stories. - Participate in agile ceremonies, providing input on quality-related aspects. 
8. Test Documentation: Maintain detailed and organized documentation of test cases, results, and issues. - Create and update testing documentation as the application evolves. 

Role Overview:

The Frontend Development Intern will help build and refine the UI components for CopilotGTM, especially focusing on interfaces for proposal generation and customer-facing tools.

Key Responsibilities:

• Collaborate with the design and product teams to create user-friendly interfaces.
• Assist in developing UI components for proposal creation and sales tool integration.
• Conduct usability testing and incorporate feedback to improve user experience.
• Debug and troubleshoot frontend issues to ensure a smooth user experience.

Skills Required:

• Proficiency in HTML, CSS, JavaScript, and frontend frameworks like React.
• Understanding of UI/UX principles and responsive design.
• Familiarity with version control (Git).

Preferred:

• Experience with design tools like Figma or Sketch.
• Knowledge of backend APIs and integration workflows.

JOB DESCRIPTION

• Lead of IT team must guide & manage dev-ops, cloud system administrators, desktop support analysts and also assist in procure & manage assets.
• Design and develop a scalable IT infrastructure that benefits the organization.
• Take part in IT strategic planning activities that reflect the future vision of the organization.
• Introduce cost-effective best practices related to the needs of the business needs of the organization.
• Research and recommend solutions that circumvent potential technical issues.
• Provide high levels of customer service as it pertains to enterprise infrastructure.
• Review and document key performance metrics and indicators to ensure high performance of IT service delivery systems.
• Take charge of available client databases, networks, storage, servers, directories, and other technology services.
• Collaborate with the network engineer to design infrastructure improvements and changes and to troubleshoot any issues that arise.
• Plan, design, and manage infrastructure technologies that can support complex and heterogeneous corporate data and voice infrastructure.
• Execute, test and roll out innovative solutions to keep up with the growing competition technologies that can support complex and heterogeneous corporate data and voice infrastructure.
• Create and document proper installation and configuration procedures.
• Assist in handling software distributions and software updates and patches.
• Oversee deployment of systems and network integration in association with partner clients, business partners, suppliers and subsidiaries.
• Create, update, and manage IT policies.
• Manage, & drive assigned vendors. Perform cost benefit analysis and provide recommendations to management

* Bachelor’s or Master’s degree in computer science, information technology, electronics, telecommunications or any related field.

* Minimum 10 years of experience in the above mentioned fields.