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Job Title : DevOps Engineer
Experience : 3+ Years
Location : Mumbai
Employment Type : Full-time
Job Overview :
We’re looking for an experienced DevOps Engineer to design, build, and manage Kubernetes-based deployments for a microservices data discovery platform.
The ideal candidate has strong hands-on expertise with Helm, Docker, CI/CD pipelines, and cloud networking — and can handle complex deployments across on-prem, cloud, and air-gapped environments.
Mandatory Skills :
✅ Helm, Kubernetes, Docker
✅ Jenkins, ArgoCD, GitOps
✅ Cloud Networking (VPCs, bare metal vs. VMs)
✅ Storage (MinIO, Ceph, NFS, S3/EBS)
✅ Air-gapped & multi-tenant deployments
Key Responsibilities :
- Build and customize Helm charts from scratch.
- Implement CI/CD pipelines using Jenkins, ArgoCD, GitOps.
- Manage containerized deployments across on-prem/cloud setups.
- Work on air-gapped and restricted environments.
- Optimize for scalability, monitoring, and security (Prometheus, Grafana, RBAC, HPA).
Position: QA Engineer – Machine Learning Systems (5 - 7 years)
Location: Remote (Company in Mumbai)
Company: Big Rattle Technologies Private Limited
Immediate Joiners only.
Summary:
The QA Engineer will own quality assurance across the ML lifecycle—from raw data validation through feature engineering checks, model training/evaluation verification, batch prediction/optimization validation, and end-to-end (E2E) workflow testing. The role is hands-on with Python automation, data profiling, and pipeline test harnesses in Azure ML and Azure DevOps. Success means probably correct data, models, and outputs at production scale and cadence.
Key Responsibilities:
Test Strategy & Governance
- ○ Define an ML-specific Test Strategy covering data quality KPIs, feature consistency
- checks, model acceptance gates (metrics + guardrails), and E2E run acceptance
- (timeliness, completeness, integrity).
- ○ Establish versioned test datasets & golden baselines for repeatable regression of
- features, models, and optimizers.
Data Quality & Transformation
- Validate raw data extracts and landed data lake data: schema/contract checks, null/outlier thresholds, time-window completeness, duplicate detection, site/material coverage.
- Validate transformed/feature datasets: deterministic feature generation, leakage detection, drift vs. historical distributions, feature parity across runs (hash or statistical similarity tests).
- Implement automated data quality checks (e.g., Great Expectations/pytest + Pandas/SQL) executed in CI and AML pipelines.
Model Training & Evaluation
- Verify training inputs (splits, windowing, target leakage prevention) and hyperparameter configs per site/cluster.
- Automate metric verification (e.g., MAPE/MAE/RMSE, uplift vs. last model, stability tests) with acceptance thresholds and champion/challenger logic.
- Validate feature importance stability and sensitivity/elasticity sanity checks (price/volume monotonicity where applicable).
- Gate model registration/promotion in AML based on signed test artifacts and reproducible metrics.
Predictions, Optimization & Guardrails
- Validate batch predictions: result shapes, coverage, latency, and failure handling.
- Test model optimization outputs and enforced guardrails: detect violations and prove idempotent writes to DB.
- Verify API push to third party system (idempotency keys, retry/backoff, delivery receipts).
Pipelines & E2E
- Build pipeline test harnesses for AML pipelines (data-gen nightly, training weekly,
- prediction/optimization) including orchestrated synthetic runs and fault injection
- (missing slice, late competitor data, SB backlog).
- Run E2E tests from raw data store -> ADLS -> AML -> RDBMS -> APIM/Frontend, assert
- freshness SLOs and audit event completeness (Event Hubs -> ADLS immutable).
Automation & Tooling
- Develop Python-based automated tests (pytest) for data checks, model metrics, and API contracts; integrate with Azure DevOps (pipelines, badges, gates).
- Implement data-driven test runners (parameterized by site/material/model-version) and store signed test artifacts alongside models in AML Registry.
- Create synthetic test data generators and golden fixtures to cover edge cases (price gaps, competitor shocks, cold starts).
Reporting & Quality Ops
- Publish weekly test reports and go/no-go recommendations for promotions; maintain a defect taxonomy (data vs. model vs. serving vs. optimization).
- Contribute to SLI/SLO dashboards (prediction timeliness, queue/DLQ, push success, data drift) used for release gates.
Required Skills (hands-on experience in the following):
- Python automation (pytest, pandas, NumPy), SQL (PostgreSQL/Snowflake), and CI/CD (Azure
- DevOps) for fully automated ML QA.
- Strong grasp of ML validation: leakage checks, proper splits, metric selection
- (MAE/MAPE/RMSE), drift detection, sensitivity/elasticity sanity checks.
- Experience testing AML pipelines (pipelines/jobs/components), and message-driven integrations
- (Service Bus/Event Hubs).
- API test skills (FastAPI/OpenAPI, contract tests, Postman/pytest-httpx) + idempotency and retry
- patterns.
- Familiar with feature stores/feature engineering concepts and reproducibility.
- Solid understanding of observability (App Insights/Log Analytics) and auditability requirements.
Required Qualifications:
- Bachelor’s or Master’s degree in Computer Science, Information Technology, or related field.
- 5–7+ years in QA with 3+ years focused on ML/Data systems (data pipelines + model validation).
- Certification in Azure Data or ML Engineer Associate is a plus.
Why should you join Big Rattle?
Big Rattle Technologies specializes in AI/ ML Products and Solutions as well as Mobile and Web Application Development. Our clients include Fortune 500 companies. Over the past 13 years, we have delivered multiple projects for international and Indian clients from various industries like FMCG, Banking and Finance, Automobiles, Ecommerce, etc. We also specialise in Product Development for our clients.
Big Rattle Technologies Private Limited is ISO 27001:2022 certified and CyberGRX certified.
What We Offer:
- Opportunity to work on diverse projects for Fortune 500 clients.
- Competitive salary and performance-based growth.
- Dynamic, collaborative, and growth-oriented work environment.
- Direct impact on product quality and client satisfaction.
- 5-day hybrid work week.
- Certification reimbursement.
- Healthcare coverage.
How to Apply:
Interested candidates are invited to submit their resume detailing their experience. Please detail out your work experience and the kind of projects you have worked on. Ensure you highlight your contributions and accomplishments to the projects.
Stipend will be based on the performance.
- Acheive Sales Target
- Meeting with clients virtually or during sales visits.
- To meet Corporate Clients
- demonstrating and presenting products.
- establishing new business.
- maintaining accurate records.
- attending trade exhibitions, conferences and meetings.
- reviewing sales performance.
- negotiating contracts and packages.

Different aspects of SEO optimization
- ORM (Online Reputation & Response Management) for the client's account
- live Google Ads projects, keyword research & campaign optimization
- Google my business - handling & optimization
- Hands-on experience in live Social media projects
- preparing daily & weekly client reports Skill
Skill Requirements:
Good command over English both written and verbal
- Good MS Excel skills and exposure to work on Google docs or G-suite
- Focused on delivery - Attention to detail and high on rigor & energy
- Expected to work & contribute individually on modules of a project
- Ability to thrive in a fast-paced environment Basic English literature graduates with an aptitude
for Social Media can also be considered
Roles and Responsibilities:
- Combine excellent abstract reasoning ability to document, architect, develop and test software with the commitment to excellence/defect free before being deployed.
- Write and implement low latency applications & software solutions that integrate with different systems.
- Rapidly incorporate new technologies as required & deliver successfully by self.
- Work closely with mentors, team members, team leads, program managers and stakeholders to investigate, fix, optimize, test and deploy high quality solutions.
- Drive the technical design, implementation and maintenance of larger tech initiatives geared toward improving and scaling of products.
- Accurately schedule & and track progress of self & team members. Create end to end Work Breakdown & estimates for modules being implemented.
- Participate in planning & recognizing inconsistencies (e.g., scope, resources, feasibility, usability, customer value, etc.) in product requirements and alert the Project Mentor. Handle independently or assist the Mentor in building, testing, and documenting product releases.
- Support the team in deploying product functionality & assist the TLs in troubleshooting in the production environment.
- Proactively promote Tech Culture by writing blogs, making presentations which will help you learn & grow.
- Effectively communicate one-on-one with on-shore / off-shore product teams / developers; gather and clarify requirements from technical folks / product managers / business teams.
- Proactively assist and serve as a role model for the team members to follow the team software development process; consistently innovate the team processes to improve team productivity and quality.
Skill Set:
- Strong Analytical, Problem Solving Skills and participates in all activities with urgency, a results orientation, and a strong work ethic.
- Must have technical knowledge of Python.
- Must have hands-on experience in developing Restful APIs and Web Services.
- Knowledge of Django (or any other established Python web frameworks) would be a plus.
- Knowledge of Angular or React or similar technologies would be an added advantage.
- Strong experience with relational (PostgreSQL, MySQL) and/or NoSQL databases.
- Experience with unit testing and test-driven development.
- Experience working with Linux/Unix Operating system & comfortable with command line.
- Experience with modern software engineering workflows and tools (e.g. Agile, JIRA, Git, CI/CD, Amazon Web Services, Observability and Monitoring tools like ELK, Datadog, NewRelic, etc.).
- Experience in all areas of SDLC, including architecture and design, development, and testing.
- Extremely passionate about code reviews, engineering best practices and mentoring/coaching the developers to make them successful.
- Excellent understanding of feature estimation and ability to communicate issues and risks that may impact timelines, budget, or resources.
- Experience with Agile development lifecycle.
- Can gather and clarify requirements from technical folks / product managers / business teams.
- Lead by example & act as a role model for the team.
How will you grow here:
- Work in multiple projects & teams spread across different domains and technologies.
- Work & interact directly with senior directors in an open and flat hierarchical structure.
- You can own all aspects of leading software products and projects.
- You get to work with top-notch engineers and leaders with decades of experience in building and delivering great software.
- Work with CXOs / Senior Directors of various emergent companies in US & India.
- Get involved with the newest products, latest technologies and different methodologies.
- Opportunity to Mentor the Best and Get Mentored by the Best.
How we thank you for your invaluable contribution:
- Events, activities and outings aplenty (We really party hard!).
- A stimulating and energetic work environment which encourages creativity.
- Hackathons, Gaming Evenings, Poker Nights and much more!
- Flexible Timings, Flexible Holiday Calendar, Work from Home Option.
- Competitive salary (best in the industry).
- Beverages and snacks throughout the day, on the house!
- Recreation center to let off some steam.
- Office lunch option (fresh and savoury ghar ka khana).
- Medical Insurance (stay healthy, stay happy)
ur client is looking for highly experienced, ambitious Software Developer, specialized in developing mobile applications both iOS and Android using Flutter Development Framework (Flutter SDK, Dart Language, Flutter widgets). Mobile Developer with excellent and strong experience in the design and development of secure and high-performing Android and iOS mobile applications/products using Flutter as the technology.
They are someone who are currently living in NCR region or Noidaand can start immediately or have 30 days notice period.
.
Job Responsibilities:
• Ability to build intuitive and user-friendly UI
• Ability to handle and build integration of mobile apps with third-party systems, applications and APIs
• Ensuring cross-platform optimization for mobile phones
• Ensuring responsiveness of applications
• Ensuring security of data and the application
• Working alongside graphic designers for web design features
• Seeing through a project from conception to finished product
• Designing and developing APIs
• Meeting both technical and consumer needs.
• Staying abreast of developments in mobile development related technologies.
Mandatory Requirements:
• Proficient experience using Flutter, Dart, Rest APIs, Firebase, jQuery, Ionic.
• Experience with cloud message APIs and usage of push notifications
• Exposure to DevOps tools like Kubernetes, GitHub, Jenkins etc.
• Experience in developing applications on the cloud platform especially AWS
• Familiarity with database technology such as MySQL, MongoDB
• Experience working with JIRA and Github
• Maintain code integrity and organization
Qualities
Experience working with graphic designers and converting designs to visual
Eligibility Criteria:
- 3+ years of experience
- Graduation/ Post Graduation in Computer Science, Engineering
What’s for the Candidate
As per industry Standards
Job Location(s)
Noida
About the Organisation:
Our client is one of the frontrunners in delivering excellence in technology. In a short period, they are certified with CMMI Level-3 certification. Combining cutting-edge technology with 100+ certified industry specialists to deliver solutions smartly and swiftly.
With a CMMI Level 3 certificate, our client plans to not only evaluate, but advance and upgrade services in BPO Commerce, Digital commerce, Website design & development, HR Commerce, and Managed IT Services.
Spanning tenure of over 3 years, the customer retention rate (CRR) stands at a whopping 99% for clients from several industries.
Thanks
You will be a thought leader and the go to person for the staff and drive engagement & affiliation. Move and inspire people with innovative ideas; help turn ideas into reality, and set values, thought and culture to replicate excellence in each field.
The Interesting Challenge :
- Creating value through innovation and reinventing service delivery benchmarks.
- Ensuring "Customer first" always in all the situations.
- Ensure that service is fully operational and processes are running smoothly.
What you'll offer us :
- Ability to monitor, manage escalations, and provide resolutions with a sense of urgency while ensuring zero issue-based churns.
- Advocate and manage user relationships and engagement
What you will need :
- The individual should be a go-getter, self-starter, articulate, and detail-oriented, with an ability to engage with stakeholders across all levels - both internal and external.
- Exposure/experience with Auto dealerships will be an added advantage
- Excellent interpersonal, verbal, and written communication skills with a proven ability to take initiative and build strong productive relationships
- A proven track record of simultaneously managing multiple projects. Motivated and driven to take on additional responsibilities with a sense of urgency.
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 and workflows such as Redux, Flux, and Webpack. You will also be responsible for profiling and improving front-end performance and documenting our front-end codebase.
To ensure success as a React.js Developer, you should have in-depth knowledge of JavaScript and React concepts, excellent front-end coding skills, and a good understanding of progressive web applications. Ultimately, a top-class React.js Developer should be able to design and build modern user interface components to enhance application performance.
Responsibilities
- 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.
Requirements
- Previous experience working as a React.js Developer.
- In-depth knowledge of JavaScript, CSS, HTML, and front-end languages.
- Knowledge of REACT tools including React.js, Webpack, Redux, Saga
- Experience with user interface design.
- Knowledge of performance testing frameworks including Mocha and Jest.
- Experience with browser-based debugging and performance testing software.
- Excellent troubleshooting skills.
- Good project management skills.









