
Review Criteria:
- Strong MLOps profile
- 8+ years of DevOps experience and 4+ years in MLOps / ML pipeline automation and production deployments
- 4+ years hands-on experience in Apache Airflow / MWAA managing workflow orchestration in production
- 4+ years hands-on experience in Apache Spark (EMR / Glue / managed or self-hosted) for distributed computation
- Must have strong hands-on experience across key AWS services including EKS/ECS/Fargate, Lambda, Kinesis, Athena/Redshift, S3, and CloudWatch
- Must have hands-on Python for pipeline & automation development
- 4+ years of experience in AWS cloud, with recent companies
- (Company) - Product companies preferred; Exception for service company candidates with strong MLOps + AWS depth
Preferred:
- Hands-on in Docker deployments for ML workflows on EKS / ECS
- Experience with ML observability (data drift / model drift / performance monitoring / alerting) using CloudWatch / Grafana / Prometheus / OpenSearch.
- Experience with CI / CD / CT using GitHub Actions / Jenkins.
- Experience with JupyterHub/Notebooks, Linux, scripting, and metadata tracking for ML lifecycle.
- Understanding of ML frameworks (TensorFlow / PyTorch) for deployment scenarios.
Job Specific Criteria:
- CV Attachment is mandatory
- Please provide CTC Breakup (Fixed + Variable)?
- Are you okay for F2F round?
- Have candidate filled the google form?
Role & Responsibilities:
We are looking for a Senior MLOps Engineer with 8+ years of experience building and managing production-grade ML platforms and pipelines. The ideal candidate will have strong expertise across AWS, Airflow/MWAA, Apache Spark, Kubernetes (EKS), and automation of ML lifecycle workflows. You will work closely with data science, data engineering, and platform teams to operationalize and scale ML models in production.
Key Responsibilities:
- Design and manage cloud-native ML platforms supporting training, inference, and model lifecycle automation.
- Build ML/ETL pipelines using Apache Airflow / AWS MWAA and distributed data workflows using Apache Spark (EMR/Glue).
- Containerize and deploy ML workloads using Docker, EKS, ECS/Fargate, and Lambda.
- Develop CI/CT/CD pipelines integrating model validation, automated training, testing, and deployment.
- Implement ML observability: model drift, data drift, performance monitoring, and alerting using CloudWatch, Grafana, Prometheus.
- Ensure data governance, versioning, metadata tracking, reproducibility, and secure data pipelines.
- Collaborate with data scientists to productionize notebooks, experiments, and model deployments.
Ideal Candidate:
- 8+ years in MLOps/DevOps with strong ML pipeline experience.
- Strong hands-on experience with AWS:
- Compute/Orchestration: EKS, ECS, EC2, Lambda
- Data: EMR, Glue, S3, Redshift, RDS, Athena, Kinesis
- Workflow: MWAA/Airflow, Step Functions
- Monitoring: CloudWatch, OpenSearch, Grafana
- Strong Python skills and familiarity with ML frameworks (TensorFlow/PyTorch/Scikit-learn).
- Expertise with Docker, Kubernetes, Git, CI/CD tools (GitHub Actions/Jenkins).
- Strong Linux, scripting, and troubleshooting skills.
- Experience enabling reproducible ML environments using Jupyter Hub and containerized development workflows.
Education:
- Master’s degree in computer science, Machine Learning, Data Engineering, or related field.

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Must have skill: Proficient in German Speaking and Writing
**Good to have skill: HRO Skill Hire to Retire, MS office
Shift Timings: 1 PM to 11 PM IST. Should be comfortable with 24/7 flexible shift timings**
Role Summary:
Relocation can be considered.
We are seeking HR Operations Associates to support end‑to‑end Hire‑to‑Retire (H2R) processes for a global client. The role involves delivering Tier‑1 HR Helpdesk services,
executing H2R transactions, and partnering with global HR teams. German language fluency is mandatory.
A profile from Bpo background will Be Preferred.
- Notice Period:- immedaite to 30 days
- CTC :- 4 LPA to 10 LPA
- Location:- Pune
- B2/C1+ level certification for German Language.
- No gap of more than 02 Years will be Considered.
- 15 yrs of full time graduation is mandatory Full time.
salary Grid as per exp:-
1 - 2 Yrs - 5 LPA Max
2 - 4 Yrs - 6.5 LPA Max
4+ Yrs - 9.5 LPA Max
Job Title - Medical Representative
Qualification: At least 12th gradeExperience: 6 months to 1 year
Location :- Nanded, Maharashtra
Benefits:
Travel Expenses
Insurance Coverage up to 5 LPA
Communication expenses
Job Description:
Facilitate the efficient distribution of medicines from wholesalers to doctors or distributors to end customers.
Develop and maintain strong relationships with doctors and distributors to understand and address their needs.
Visit doctors to identify new business opportunities, generate leads, and meet monthly sales targets.
Collect feedback from doctors about our services to help expand business post-survey.
Requirements:
Must own a bike and have a valid driving license.
Proficient in Hindi or Marathi with good communication skills to solve queries of doctors and distributors, aiding in business expansion.
Willingness to travel across Mumbai.
About the Company:
Mitoch Pharma is a leading company offering innovative pharmaceutical solutions aimed at enhancing global health outcomes. With a dedication to excellence in research, development, and manufacturing, the company strives to deliver breakthrough medicines and healthcare products to patients worldwide.
Sr Product Manager / Lead Product Manager – Data Platform
Description:
At Amagi we are looking for a product leader to build world class big data and analytics platform to help our teams in making data driven decisions and to accelerate our business outcomes.
We are looking for someone who is innovative and experienced in end-to-end product management to drive our long-term data and analytics strategy.
The ideal candidate would be responsible for owning product roadmap and KPIs, driving product operational tasks to ensure configurable and scalable solutions.
Primary Responsibilities:
- Lead the product requirements to build real time, highly scalable, low latency data platform.
- Author PRD and define the strategic roadmap.
- Lead the Product design, MVPs and POCs and fast track deliveries
- Collaborate with various functions and design the most effective solutions.
- Understand customer needs and define the data solutions and insights to drive business outcomes
- Define key product performance metrices to drive business and customer outcomes
Basic Qualification
- 12+ years of overall SDLC experience with 7+ years of product management experience in fast paced company.
- Proven experience delivering large scale highly available big data processing systems.
- Knowledge of data pipeline design, data transformation and integration methodologies.
- Technically savvy with experience in big data systems like AWS, RedShift, Athena, Kafka and related technologies
- Demonstrate collaborative approach and ability to work with distributed, cross functional teams.
- Experience in taking products through full life cycle, from proposal to launch
- Strategic thinking capabilities to define the product roadmap and right prioritization of the backlog in line with the long-term vision
- Strong communication and stakeholder management skills with the ability to coordinate across a diverse group of technical and non-technical stakeholders.
- Ability to deal with ambiguity and use data to solve ambiguous problems
- Technical ability to understand and discuss software architecture, product integration, non-functional requirements etc. with the Engineering team.
Preferred Qualification:
- Technically savvy with good understanding of cloud application development.
- Software development experience building Enterprise platforms
- Experience in third-party vendor assessments
- Experience working with AI , ML , Bigdata and analytics tools
- Understanding of regulations such as data privacy, data security and governance
AD Skills:
- Implementing Active Directory Infrastructure
- Expertise on Windows Infrastructure components integration like DNS, DHCP etc.
- Assess Domain Controllers, Domain Architecture, Centralized Migrations, GPO Designs, Windows DNS/DHCP Management and Forest Level Trust Architecture
- Cloud Service integration with Active Directory including Amazon Web Services and Azure Active Directory Services
- Multi Forest/Domain Active Directory and DNS migration
- In depth knowledge of AD Site Topology, OU’s Structure, Group Policies, NTP, LDAP and implementation and AD components
- Good knowledge on AD Security and identity principals
- Strong integration experience of ADFS and integration with the on-prem Active Directory
Job title: Front End Senior Developer
Job description
Roles and Responsibilities
1.Collaborate with cross-functional teams to define, design, and push new front-end solutions.
2.Translate UI/UX design wireframes to actual code that will produce visual elements of the application.
3.Unit-testing code for robustness, including edge cases, usability, and general reliability.
4.Create and be accountable for user interaction models, workflows, information architecture, prototypes, and guidelines for user interfaces.
5.Designing and building responsive web applications.
6.Provide technical leadership towards new UI architectures.
7.Continuously discovering, evaluating, and implementing new technologies to maximize development efficiency.
Requirements:
- 4+ years of Frontend development experience
2.Experience in ReactJS, Redux and component based design
3.Experience in HTML5/CSS3, SASS or LESS
4.Experience in Mobile web Specific Technologies Like PWA, Service Workers.
5.Experience in Unit testing and Flow testing using Jasmine/Karma, Jest Framework
6.Knowledge of front-end build tools and frameworks. Webpack and Babel.
7.Experience in TDD (test-driven development)]
8.Experience of developing and consuming RESTful web services
9.Proficient understanding of web Markup.
10.Good knowledge of caching and memory management for UI applications
11.Should have executed a production level end to end UI application
The Senior Developer takes up the responsibility of delivery of assigned task with quality and within given timelines and delivers independently.
- Extensive knowledge of software development processes
• Strong knowledge on different programming languages/technologies
• Knowledge & experience of different coding practices
• Quality deliverables meeting Project specific/Industry specific standards
• Delivery within defined/agreed timelines
Java, Spring Boot, Microservices, JUNIT,
MySQL/Oracle, Javascript/Typescript,
HTML, Angular/ ReactJS
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4-7 years development experience |
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Thoroughly understands of OOP & design principles and patterns |
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Implements best coding practices (e.g. clean code) |
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Can write reusable functions, objects |
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Ensures proper error & exception handling, memory management |
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Experience in building scalable applications on different technologies & platforms |
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Understands application security, common attack vectors and how to code defensively |
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Experience in using CI/CD tools, can set up a build & deployment tool |
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Understands different configuration management tools |
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Knows the branching & Merging strategies, setting up repositories, etc. |
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Experieice in writing automation test cases |
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Can design a normalized DB schema, has good experience in using views, procedures, functions, triggers |
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Good knowledge of editors, debuggers, IDEs |
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Ability to prioritize the work as per the project needs |
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Experienced in Agile development methodology |
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Design, build and Maintain advanced applications for the Android/iOS platform using Angular 6+
Strong Exp with Angular 6+
Demonstrated expertise with HTML5, CSS3 & Responsive Web Design, jQuery or jQueryMobile and consuming REST APIs.
Highly skilled Javascript developer using backbone, angular or similar frameworks
Exp with node js, NoSql databases.
Published atleast 2 apps in Google play store and Apple app store.
Functional Area:IT Software - Application Programming , Maintenance
Location : Andheri West, Mumbai
o JavaScript, its quirks and workarounds (4+ years of working experience)
o Advanced JavaScript libraries, frameworks and tools such as https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6559663986286129152&keywords=%23AngularJS&originTrackingId=rmLKo%2FqTSW26u1b1OnRt%2FQ%3D%3D" target="_self">#AngularJS, https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6559663986286129152&keywords=%23React&originTrackingId=rmLKo%2FqTSW26u1b1OnRt%2FQ%3D%3D" target="_self">#React, https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6559663986286129152&keywords=%23Backbone&originTrackingId=rmLKo%2FqTSW26u1b1OnRt%2FQ%3D%3D" target="_self">#Backbone, https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6559663986286129152&keywords=%23Node&originTrackingId=rmLKo%2FqTSW26u1b1OnRt%2FQ%3D%3D" target="_self">#Node, https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6559663986286129152&keywords=%23EmberData&originTrackingId=rmLKo%2FqTSW26u1b1OnRt%2FQ%3D%3D" target="_self">#EmberData, https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6559663986286129152&keywords=%23Meteor&originTrackingId=rmLKo%2FqTSW26u1b1OnRt%2FQ%3D%3D" target="_self">#Meteor, https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6559663986286129152&keywords=%23jQuery&originTrackingId=rmLKo%2FqTSW26u1b1OnRt%2FQ%3D%3D" target="_self">#jQuery, https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6559663986286129152&keywords=%23Mocha&originTrackingId=rmLKo%2FqTSW26u1b1OnRt%2FQ%3D%3D" target="_self">#Mocha, https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6559663986286129152&keywords=%23Sinon&originTrackingId=rmLKo%2FqTSW26u1b1OnRt%2FQ%3D%3D" target="_self">#Sinon, https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6559663986286129152&keywords=%23Grunt&originTrackingId=rmLKo%2FqTSW26u1b1OnRt%2FQ%3D%3D" target="_self">#Grunt, https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6559663986286129152&keywords=%23Gulp&originTrackingId=rmLKo%2FqTSW26u1b1OnRt%2FQ%3D%3D" target="_self">#Gulp, https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6559663986286129152&keywords=%23Webpack&originTrackingId=rmLKo%2FqTSW26u1b1OnRt%2FQ%3D%3D" target="_self">#Webpack, https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6559663986286129152&keywords=%23Browserify&originTrackingId=rmLKo%2FqTSW26u1b1OnRt%2FQ%3D%3D" target="_self">#Browserify.
o Building responsive Single Page Applications using REFTful web services and processing JSON data
o Asynchronous request handling, partial page updates and AJAX
o Web markup including https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6559663986286129152&keywords=%23HTML5&originTrackingId=rmLKo%2FqTSW26u1b1OnRt%2FQ%3D%3D" target="_self">#HTML5 and https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6559663986286129152&keywords=%23CSS3&originTrackingId=rmLKo%2FqTSW26u1b1OnRt%2FQ%3D%3D" target="_self">#CSS3
o Front end development tools
o Code versioning tools like https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6559663986286129152&keywords=%23Git&originTrackingId=rmLKo%2FqTSW26u1b1OnRt%2FQ%3D%3D" target="_self">#Git and https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6559663986286129152&keywords=%23SVN&originTrackingId=rmLKo%2FqTSW26u1b1OnRt%2FQ%3D%3D" target="_self">#SVN
o https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6559663986286129152&keywords=%23JSON&originTrackingId=rmLKo%2FqTSW26u1b1OnRt%2FQ%3D%3D" target="_self">#JSON and https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6559663986286129152&keywords=%23REST&originTrackingId=rmLKo%2FqTSW26u1b1OnRt%2FQ%3D%3D" target="_self">#REST patterns
o Integrating enterprise software systems via https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6559663986286129152&keywords=%23JSON&originTrackingId=rmLKo%2FqTSW26u1b1OnRt%2FQ%3D%3D" target="_self">#JSON and https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6559663986286129152&keywords=%23REST&originTrackingId=rmLKo%2FqTSW26u1b1OnRt%2FQ%3D%3D" target="_self">#REST services
o https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6559663986286129152&keywords=%23Microservices&originTrackingId=rmLKo%2FqTSW26u1b1OnRt%2FQ%3D%3D" target="_self">#Microservices
o HTTP request/response protocol o https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6559663986286129152&keywords=%23XML&originTrackingId=rmLKo%2FqTSW26u1b1OnRt%2FQ%3D%3D" target="_self">#XML and https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6559663986286129152&keywords=%23XSLT&originTrackingId=rmLKo%2FqTSW26u1b1OnRt%2FQ%3D%3D" target="_self">#XSLT
o Basic understanding of computer network and its components
o Cloud-based technologies
o Automation tools like Docker, Chef, Puppet
o Agile Experience (Scrum, Kanban)









