Senior Product Manager

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. 

The candidate should have a background in development/programming with experience in at least one of the following: .NET, Java (Spring Boot), ReactJS, or AngularJS.

Primary Skills:

1. AWS or GCP Cloud
2. DevOps CI/CD pipelines (e.g., Azure DevOps, Jenkins)
3. Python/Bash/PowerShell scripting

Secondary Skills:

1. Docker or Kubernetes

• The candidate should have a minimum of three years of working experience. The candidate will be evaluated accordingly to their total work experience.

Expectation from the Candidate

• Deep understanding of ‘under the hood’ knowledge of Angular. i.e. in-depth knowledge of the Angular framework.

Skills and Qualifications

• Proficiency with TypeScript, and latest Angular version and HTML5
• Professional, precise communication skills
• Work experience writing Unit Tests using Jasmine and Karma
• Work experience in applying the best practices of Angular, Web Application development
• Extensive working knowledge of HTML5, CSS3, XML and JSON.
• Thorough understanding of Reactive Programming, RxJS framework, Databases, API,
• Implementing of Caching and RESTful services
• Applying a validation framework, performance tuning using Angular lazy loading concepts
• Working experience in an Agile team especially with SCRUM
• Good understanding of DevOps, CI/CD principles and practices to improve Software Quality & Efficiency

Following Skills will be an added advantage

• Work experience with JAVA (Spring Boot or Spring Cloud Services) or .NET backend
• Familiarity in working with Containers, Docker, Kubernetes, etc
• Service / API test – to test endpoints as thoroughly as possible
• End to End integration test system

Behavioral Skill

• Should be a quick learner with a problem-solving mindset
• Attention to detail and follow-through to achieve good quality
• Should have excellent written and verbal communication skills

1. FIELD JOBS
2. COMMUNICATION SKILL
3. PRODUCT KNOWLEDGE
4. FIELD JOBS
5. COMMUNICATION SKILL
6. PRODUCT KNOWLEDGE
7. FIELD JOBS
8. COMMUNICATION SKILL
9. PRODUCT KNOWLEDGE
10. FIELD JOBS
11. COMMUNICATION SKILL
12. PRODUCT KNOWLEDGE

JOB DESCRIPTION 

 Create and develop PCB layouts based on electronic schematics with proper

component placement and routing to have minimal EMI.

 Ensuring the design meets all electrical and mechanical requirements, including size

constraints, signal integrity, power distribution, and thermal considerations.

 Expertise in PCB and component Footprint (3D model) and Symbol creation also

monitor, review and drive the library deliverables.

 Individual Contributor and take Ownership for library, multi-layer (4 to 6 layers) PCB

Layout, BOM generation till Gerber release and pick & place data for production.

 He/She will be responsible for maintaining the 3D model of the designed PCB.

 He/She will be handling the queries related to gerber from PCB manufacturers.

 Need to be involved in CFT (mechanical, electrical & firmware) for design reviews.

 The designer must have hands on experience of Altium, Orcad, AutoCAD like CAD

softwares.

 Ensure that PCB designs comply with industry standards, regulations, and

certifications (e.g., IPC standards, RoHS, UL).

 Keep up-to-date with the latest advancements in PCB design technologies, tools, and

methodologies to stay competitive and drive innovation.

 Understand and work with design files in various formats like Gerber, DXF, step, and

ODB++

 Conduct design rule checks (DRC) and electrical rule checks (ERC) to ensure the

PCB design complies with industry standards and design guidelines.

Qualifications:

 Bachelor degree in Electrical Engineering, Electronics Engineering, or a related

field.

 Proficiency in PCB design software and tools.

 Strong understanding of electronics, electrical engineering principles, and PCB

manufacturing processes.

 Knowledge of industry standards and regulations related to PCB design and

manufacturing.

 Problem-solving skills and attention to detail.

 Effective communication and teamwork skills.

 Experience with PCB layout in various applications, such as consumer electronics,

automotive, aerospace, or medical devices, is a plus.

 Work experience of 4+ years in design and development of PCBs for power electronics

and embedded applications.

We are looking for someone who: ● Has 3+ years of experience working as a Backend Developer in high-growth consumer internet companies ● Is proficient in building RESTful APIs, has a strong understanding of relational and non-relational databases ● Prior working knowledge of Python/Django is a big plus ● Familiarity with modern CI/CD tools ● Knowledge of AWS or any other Cloud Platform services ● Ability to analyze and convert business requirements into technical requirements ● Has a high sense of ownership and a bias for action ● Is a people’s person and can lead without authority What will they be responsible for ● They will work on one or more of the tracks mentioned above ● Own the end-to-end delivery - design, execute, test and deploy ● Work as an individual contributor, champion code quality ● Build and train a team of rockstar engineers as the organization grows Why should this role excite you We are just getting started and people who join us at this juncture will: ● Do fulfilling, high-impact work ● Work directly with the founders and engineering leads ● Own and deliver, get complete ownership of whatever you do ● Work with colleagues from strong diverse backgrounds ● Solve a problem that millions of Indians are emotionally attached to but hasn’t seen any innovation ● Learn and grow at an unprecedented pace Tactical details ● Current stack: Python/Django, React, Kafka, Docker, AWS ● Location: Bengaluru (Work from office) ● Compensation: Structured as Fixed + ESOPs

Requirements

Responsibilities

Hiring Process