11+ Logistic regression Jobs in Chennai | Logistic regression Job openings in Chennai

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.

Job Summary:

We are seeking a skilled Python Developer with a strong foundation in Artificial Intelligence and Machine Learning. You will be responsible for designing, developing, and deploying intelligent systems that leverage large datasets and cutting-edge ML algorithms to solve real-world problems.

Key Responsibilities:

• Design and implement machine learning models using Python and libraries like TensorFlow, PyTorch, or Scikit-learn.
• Perform data preprocessing, feature engineering, and exploratory data analysis.
• Develop APIs and integrate ML models into production systems using frameworks like Flask or FastAPI.
• Collaborate with data scientists, DevOps engineers, and backend teams to deliver scalable AI solutions.
• Optimize model performance and ensure robustness in real-time environments.
• Maintain clear documentation of code, models, and processes.

Required Skills:

• Proficiency in Python and ML libraries (NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch).
• Strong understanding of ML algorithms (classification, regression, clustering, deep learning).
• Experience with data pipeline tools (e.g., Airflow, Spark) and cloud platforms (AWS, Azure, or GCP).
• Familiarity with containerization (Docker, Kubernetes) and CI/CD practices.
• Solid grasp of RESTful API development and integration.

Preferred Qualifications:

• Bachelor’s or Master’s degree in Computer Science, Data Science, or related field.
• 2–5 years of experience in Python development with a focus on AI/ML.
• Exposure to MLOps practices and model monitoring tools.

● 2+ years of experience in Automation testing.

● Passionate about QA and breaking software systems.

● Knowledge of Software Testing concepts and methodology

● Understanding of Web fundamentals (HTML, JavaScript, CSS, Server Side

Programming and Database)

● Good programming skills (Java / Ruby / Python / JavaScript)

● Object Oriented Programming concepts

● Knowledge of Test Automation approaches and frameworks

● Good Hands-on experience in UI and API Automation

● Understanding of Performance and Security Testing

● Knowledge on any of performance Testing Tools (Jmeter / Loadrunner / Gatling )

● Understanding of Continuous Integration and Continuous Deployment

● Knowledge on any of Continuous integration tools (Jenkins / Travis/ Teamcity)

● Good Analytical and Problem-Solving Skills

● Good verbal and written communication skills

Roles and Responsibilities

• Develop and execute automation scripts for newly developed features. Modify existing framework to augment feature testing needs.
• Continuously monitor automation test results and ensure no random test failures in automation.
• Identify the cross-browser / platform impacts during the planning phase and ensure high test coverage.
• Identify quality assurance process gaps and suggest actions for improvement.
• Ensures Zero defect leakages.
• Contribute Non-functional Testing aspects - Performance, Security, and Translation.
• Work closely with the Development team and ensure code is delivered with high code coverage.
• Contribute to continuous Integration and Continuous Deployment.

We are looking for a skilled react.js developer to join our front-end development team. In this role, you will be responsible for developing and implementing user interface components using React.js concepts. You will also be responsible for profiling and improving front-end performance and documenting our front-end codebase.

React.js Developer Responsibilities: 

1.     Reviewing application requirements and interface designs.
2.     Identifying web-based user interactions.
3.     Developing and implementing highly responsive user interface components using react concepts.
4.     Writing application interface codes using JavaScript following react.js workflows.
5.     Troubleshooting interface software and debugging application codes.
6.     Developing and implementing front-end architecture to support user interface concepts.
7.     Monitoring and improving front-end performance.
8.     Documenting application changes and developing updates. 

React.js Developer Requirements: 

1.     Previous experience working as a react.js developer.
2.     In-depth knowledge of JavaScript, CSS, HTML, and front-end languages.
3.     Knowledge of REACT tools including React.js, Webpack, Enzyme, Redux, and Flux.
4.     Experience with user interface design.
5.     Experience with browser-based debugging and performance testing software.
6.     Excellent troubleshooting skills.

As a Backend Developer for Amura, expect your days to be supercharged with challenges and excitement while building and mastering the core software with your own bare hands. You will be developing low-latency APIs and functions to exchange data between the server and the user ensuring high performance and responsiveness. You are going to work closely in developing challenging components like a chat application, event scheduler, and much more. We are looking for someone who comes alive while developing server-side application logic with good problem-solving skills.

Responsibilities

- Have an eye for building, maintaining, and creating a schema for RDBS.

- Define and communicate technical and design requirements.

- Build high-quality reusable code that can be used in the future.

- Work seamlessly in any IDEs like VS Code, WebStorm, etc.

- Work collaboratively with BA teams to ensure the requirement

criteria are met.

- Participate in the creative process. Thinking out of the box.

- Writing time-efficient, space-efficient, and generic code.

- Oversee all technical challenges that might occur during development.

- Delivering user story development as per acceptance criteria.

- Preparing LLD (Low-level document) on a solution or a component for better understanding to another developer.

- Participate in the entire application life cycle focusing on coding and debugging.

- Learn about new technologies and stay up to date with current best practices.

Requirements-

- Hands-on backend web development experience.

- 7+ years of relevant experience

- Decent understanding of Git, and Bit Bucket.

- Excellent grip on node JS/express JS, like how nodeJS/expressJS works, behind the scenes.

- A person who thinks like a compiler.

- Good problem-solving skills through JavaScript /Typescript.

- Ability to resolve a real-time problem through code.

- Familiar with Agile software development.

- Good understanding of JSON.

- Matured enough to consume and make API calls.

- Experience with issue tracking, and bug tracking tools like JIRA, and Azure DevOps.

- Working on any cloud services like AWS, or Azure would be an added advantage.

- Good at estimating ETA and also good at delivering by ETA.

- Be up for anything. A can-do attitude.

- Not just restricted to the backend.

What is our technology stack?

We have used top-notch technologies to build our product. We use React JS for web apps and react native for mobile apps. Both the frameworks are coded in typescript. We use AWS lambdas, ECS, and API Gateway for hosting our backend services. All the services are written in Node JS/Express JS. We use a wide variety of AWS services like Dynamo DB, S3, Cognito, SNS, SQS, CloudFront, etc. We use Figma for UI/UX design and wireframing.

Are there any technologies you want me to be good with? Yes, we expect you to be good in node Js

Here are answers to some questions you may have:

Who is Amura?

We are a health start-up with a presence in multiple countries

How old are you?

5 years

What is special about you?

Our clients. The Amura protocol is an intensive health program to follow and execute and the clients who choose to go through the journey are the most special. Next comes our team. The Amura Team is one filled with brilliant minds, brimming with creativity be it in operations, medical, or marketing. You can be one among them. Come and explore.

What is special about working with you?

You will grow crazy fast. As a rule of thumb, you can expect 5 years of growth for every year you are with us. But beware, growth like that cannot be achieved with life as usual. / But beware, growth like that cannot be achieved by any ordinary person.

What kind of people are you looking to add to your team?

We are looking for people who, when allowed to have a measurable

impact on the world will take it. Who value human life and are willing to work tirelessly on not only improving themselves for their own sake but for the benefit of everyone in the world. We work on the edge of our own best, striving to find what could come next in our growth. Anyone who joins the team will not only find the challenges they need to push

them, but also will have Amura at their back for support and guidance.

Is this a WFH role?

If you are in a role where you keep pushing your envelope every day, you are going to be asked to come to the office. But if you are in a role that calls for doing stuff that you are already very proficient in, you will be required to be in the

Where is your office?

Chennai (ECR)

Do you have an online presence?

https://amura.ai (we are @AmuraHealth on all social media)

Perks I get when I join Amura?

Health is the hardware of success. Amura has a one-of-its-kind performance health program. It has helped thousands of people to grow and flourish in dimensions that are important to them. Everyone in Team Amura, and their dependents, get all of our medical knowledge and services at no cost. This is very unique to Amura. Until you speak with one of us, you can never know what an unbelievable power-up it can be.

Key responsibility:

• Seasoned Bonita Developer/Architect.
• Experience implementing BonitaSoft as the business process management tool for the client.
• Strong UI knowledge in Angular JS, Jquery
• Strong knowledge of BPMN 2.0 concepts
• Hands on experience using Bonita’s different platforms components such as:

1.              Bonita Studio
                Bonita BPM Engine
                Bonita Portal
                Bonita UI Designer

Requirements

• Overall 2-8 years of software development experience in building web-based and highly scalable applications 

• Excellent understanding of core computer science concepts like algorithms, data structure, system design, OOP, etc. 

• Deep knowledge and development expertise in Core Java and SpringBoot or other equivalent frameworks 

• Strong experience in HTML5 and CSS3 and should have basic experience in JS technologies

• Good knowledge of database concepts, having SQL writing experience, and familiarity with at least one of the relational databases

• Worked in a CI/CD environment with Jenkins

• Experience working in an agile team with software engineering practices like automated testing, test-driven development, continuous integration, etc is a big plus. 

• Ability to quickly learn and evaluate new technologies and work effectively in a fast-paced, dynamic environment

• Strong oral and written communication.

Responsibilities

• Designing and implementing new features and functionality
• Establishing and guiding the website’s architecture
• Ensuring high-performance and availability, and managing all technical aspects of the CMS
• Helping formulate an effective, responsive design and turning it into a working theme and plugin.

Skills and Qualifications

• Good understanding of front-end technologies, including HTML5, CSS3, JavaScript, jQuery
• Experience building user interfaces for websites and/or web applications
• Experience designing and developing responsive design websites
• Comfortable working with debugging tools like Firebug, Chrome inspector, etc.
• Ability to understand CSS changes and their ramifications to ensure consistent style across platforms and browsers
• Ability to convert comprehensive layout and wireframes into working HTML pages
• Knowledge of how to interact with RESTful APIs and formats (JSON, XML)
• Strong understanding of PHP back-end development