11+ Production management Jobs in Bangalore (Bengaluru) | Production management Job openings in Bangalore (Bengaluru)

Job description

We are looking for a Data Scientist with strong AI/ML engineering skills to join our high-impact team at KrtrimaIQ Cognitive Solutions. This is not a notebook-only role — you must have production-grade experience deploying and scaling AI/ML models in cloud environments, especially GCP, AWS, or Azure.

This role involves building, training, deploying, and maintaining ML models at scale, integrating them with business applications. Basic model prototyping won't qualify — we’re seeking hands-on expertise in building scalable machine learning pipelines.

Key Responsibilities

Design, train, test, and deploy end-to-end ML models on GCP (or AWS/Azure) to support product innovation and intelligent automation.

Implement GenAI use cases using LLMs

Perform complex data mining and apply statistical algorithms and ML techniques to derive actionable insights from large datasets.

Drive the development of scalable frameworks for automated insight generation, predictive modeling, and recommendation systems.

Work on impactful AI/ML use cases in Search & Personalization, SEO Optimization, Marketing Analytics, Supply Chain Forecasting, and Customer Experience.

Implement real-time model deployment and monitoring using tools like Kubeflow, Vertex AI, Airflow, PySpark, etc.

Collaborate with business and engineering teams to frame problems, identify data sources, build pipelines, and ensure production-readiness.

Maintain deep expertise in cloud ML architecture, model scalability, and performance tuning.

Stay up to date with AI trends, LLM integration, and modern practices in machine learning and deep learning.

Technical Skills Required Core ML & AI Skills (Must-Have):

Strong hands-on ML engineering (70% of the role) — supervised/unsupervised learning, clustering, regression, optimization.

Experience with real-world model deployment and scaling, not just notebooks or prototypes.

Good understanding of ML Ops, model lifecycle, and pipeline orchestration.

Strong with Python 3, Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch, Seaborn, Matplotlib, etc.

SQL proficiency and experience querying large datasets.

Deep understanding of linear algebra, probability/statistics, Big-O, and scientific experimentation.

Cloud experience in GCP (preferred), AWS, or Azure.

Cloud & Big Data Stack

Hands-on experience with:

GCP tools – Vertex AI, Kubeflow, BigQuery, GCS

Or equivalent AWS/Azure ML stacks

Familiar with Airflow, PySpark, or other pipeline orchestration tools.

Experience reading/writing data from/to cloud services.

Qualifications

Bachelor's/Master’s/Ph.D. in Computer Science, Mathematics, Engineering, Data Science, Statistics, or related quantitative field.

4+ years of experience in data analytics and machine learning roles.

2+ years of experience in Python or similar programming languages (Java, Scala, Rust).

Must have experience deploying and scaling ML models in production.

Nice to Have

Experience with LLM fine-tuning, Graph Algorithms, or custom deep learning architectures.

Background in academic research to production applications.

Building APIs and monitoring production ML models.

Familiarity with advanced math – Graph Theory, PDEs, Optimization Theory.

Communication & Collaboration

Strong ability to explain complex models and insights to both technical and non-technical stakeholders.

Ask the right questions, clarify objectives, and align analytics with business goals.

Comfortable working cross-functionally in agile and collaborative teams.

Important Note:

This is a Data Science-heavy role — 70% of responsibilities involve building, training, deploying, and scaling AI/ML models.

Cloud experience is mandatory (GCP preferred, AWS/Azure acceptable).

Only candidates with hands-on experience in deploying ML models into production (not just notebooks) will be considered.

Now, more than ever, the Toast team is committed to our customers. We’re taking steps to help restaurants navigate these unprecedented times with technology, resources, and community. Our focus is on building a restaurant platform that helps restaurants adapt, take control, and get back to what they do best: building the businesses they love. And because our technology is purpose-built for restaurants by restaurant people, restaurants can trust that we’ll deliver on their needs for today while investing in experiences that will power their restaurant of the future.

At Toast, our Site Reliability Engineers (SREs) are responsible for keeping all customer-facing services and other Toast production systems running smoothly. SREs are a blend of pragmatic operators and software craftspeople who apply sound software engineering principles, operational discipline, and mature automation to our environments and our codebase. Our decisions are based on instrumentation and continuous observability, as well as predictions and capacity planning.

About this roll* (Responsibilities) 

• Gather and analyze metrics from both operating systems and applications to assist in performance tuning and fault finding
• Partner with development teams to improve services through rigorous testing and release procedures
• Participate in system design consulting, platform management, and capacity planning
• Create sustainable systems and services through automation and uplift
• Balance feature development speed and reliability with well-defined service level objectives

Troubleshooting and Supporting Escalations:

• Gather and analyze metrics from both operating systems and applications to assist in performance tuning and fault finding
• Diagnose performance bottlenecks and implement optimizations across infrastructure, databases, web, and mobile applications
• Implement strategies to increase system reliability and performance through on-call rotation and process optimization
• Perform and run blameless RCAs on incidents and outages aggressively, looking for answers that will prevent the incident from ever happening again

Do you have the right ingredients? (Requirements)

• Extensive industry experience with at least 7+ years in SRE and/or DevOps roles
• Polyglot technologist/generalist with a thirst for learning
• Deep understanding of cloud and microservice architecture and the JVM
• Experience with tools such as APM, Terraform, Ansible, GitHub, Jenkins, and Docker
• Experience developing software or software projects in at least four languages, ideally including two of Go, Python, and Java
• Experience with cloud computing technologies ( AWS cloud provider preferred)

Bread puns are encouraged but not required

Responsibilities:

• Work with the Product and Marketing team to identify content required for specific user journeys and create a plan for a technical enablement solution.
• Create and maintain content for continuous updates and improvements.
• Ensure content is valuable and highly useful.
• Edit content to adhere to the writing process and best practices.
• Identify and contribute to improve Writing Best Practices, Style Guides, Processes, and other Technical Writing guidelines.

Requirements:

• Identify projects that deliver the most value and then meet deadlines and reprioritize as needed to complete timely delivery of content projects.
• Professional experience writing and editing content for a technical audience (application developers; programmers, system architects, or similar) in a Product environment.
• An analytical mindset, with good research, prioritisation, and exploration skills.
• Proactive and curious about problems and willing to take responsibility for their solutions.
• Capture business value, priorities, and product context.
• Fluent in both written and spoken English.

Developer – Golang 

Responsibilities: 

• An individual contributor who will be part of the Software R&D team working on the following areas 

• Backend work in Golang, Micro services architecture 

• Work with internal team and customers to deliver solutions that will meet the customer needs with respect to the performance security, scalability and functionality. 

• Implementation of API and authentication methods using JWT 

• Writing scalable, robust, testable, efficient, and easily maintainable code 

• Translating software requirements into stable, working, high performance software 

Skills 

• 2-5 years of experience in Go programming language 

• Strong experience in working with Goroutine and channel patterns 

• Experience in Go framework for DB, JSON, Sockets, Web Frameworks and tools 

• Knowledge of logging and configuration packages like Zap, Viper 

• Experience in writing unit tests for Golang code 

• Familiarity with code versioning tools such as Git or Azure Repo 

• Should have knowledge of MySQL, PostgreSQL, or any RDBMS 

• Good knowledge of Linux / Ubuntu 

The ideal candidate would be part of the initial Tech team to lead the technology development and transform the firm's vision into deliverables through technology applications. The candidate has upto 5 years of experience in application development and has a strong foothold in both backend and front-end development.

Roles and Responsibilities:
1. Writing python codes for various market data which includes maths and statistical models, fundamental analysis, and sentiment studies. Proficient in Python with a good understanding of various libraries such as Pandas, Numpy, SciPy.
2. Build and develop the efficient architecture of the product to improve the performance and computing speed, with a good understanding of the Django framework.
3. Deploy and maintain the product on a cloud server, handling asynchronous tasks. Good understanding of AWS, Azure, or other cloud infrastructure.
4. Manage data and database, a good understanding of PostgreSQL, MongoDB, or other databases.
5. Fluent in integrating systems using API's.
6. Understanding of front-end applications like Angular, React, Vuejs, and other java applications.
7. Lead, train, and guide the team of junior developers.
8. Understanding and application of Machine learning is a plus.

Benefits of working with us:

• More responsibilities and more opportunities
• The chance to exponentially grow in your career, as Inuvest grows
• Enhance your skill-sets and knowledge
• Opportunity to learn about how the capital market functions and its complexities.
• Feel empowered and change things - We value ideas and suggestions
• Work in an inclusive culture where transparency, creativity, accountability, and ownership are encouraged
• Work with futuristic technologies - AI/ML

Additional Perks:
1. Stock Options
2. Flexible work hours and work from home 

• Write lots of bug-free, efficient, scalable and reusable code.
• Write unit tests and take responsibility for the quality of your own code.
• Coach, encourage and mentor your fellow software developers to do the same.
• Consult with product owners to define, scope and plan new features.
• Test, evaluate and recommend technologies to improve the overall product.
• Be a key participant in the Agile process.
• Produce excellent documentation.
• Undertake and implement processes for smoother and efficient deployment of code base
• Maintain code base as it grows bigger and scales

What we value

• 2-3 Years of experience building and shipping API’s using python based frameworks
• Proficiency with NoSql Databases (Elastic, Mongo) is a must
• Experience in working with Amazon Cloud Services like SNS, SQS, VPC, etc. is preferred
• Experience with databases migration and system re-architecture is valued
• Ability to write modular, reusable, and clean code
• Comfortable with ticket management and documentation

We are looking for an Android Developer who possesses a passion for pushing mobile technologies to the limits. This Android app developer will work with our team of talented engineers to design and build the next generation of our mobile applications. Android programming works closely with other app development and technical teams.

• Design and build advanced applications for the Android platform
• Collaborate with cross-functional teams to define, design, and ship new features
• Work with outside data sources and APIs
• Unit-test code for robustness, including edge cases, usability, and general reliability
• Work on bug fixing and improving application performance
• Continuously discover, evaluate, and implement new technologies to maximize development efficiency

• BE/MS degree in Computer Science, Engineering or a related subject 
• Proven software development experience and Android skills development
• Proven working experience in Android app development and have published at least 5 original Android apps
• Experience with integrating various Android SDKs
• Knowledge of developing own Android SDKs for distribution to other developers
• Experience working with remote data via REST and JSON
• Experience with third-party libraries and APIs
• Working knowledge of the general mobile landscape, architectures, trends, and emerging technologies

• Know how to build android applications and integrate APIs/SDKs
• Know how to create android SDKs
• Have built and launched atleast 5 android apps
• Ability to build complex apps on Android

Position: Backend Developer 1 / Backend Engineer:

Location: Bangalore

Experience:  .5 to 4 years, preferably in an agile environment

Strong Knowledge Node.js and MongoDB
Good Knowledge on Flask, SQL and other databases
Good Knowledge on Deployment Process (Nginix, Docker, AWS, Digital Ocean)
Basic Knowledge on Python