Machine Learning Engineer

We are seeking an experienced Lead DevOps Engineer with deep expertise in Kubernetes infrastructure design and implementation. This role requires someone who can architect, build, and manage enterprise-grade Kubernetes clusters from the ground up. You’ll lead modernization initiatives, shape infrastructure strategy, and work with cutting-edge cloud-native technologies.

🚀 Key Responsibilities

Infrastructure Design & Implementation

• Architect and design enterprise-grade Kubernetes clusters across AWS, Azure, and GCP.
• Build production-ready Kubernetes infrastructure with HA, scalability, and security best practices.
• Implement Infrastructure as Code with Terraform, Helm, and GitOps workflows.
• Set up monitoring, logging, and observability for Kubernetes workloads.
• Design and execute backup and disaster recovery strategies for containerized applications.

Leadership & Team Management

• Lead a team of 3–4 DevOps engineers, providing technical mentorship.
• Drive best practices in containerization, orchestration, and cloud-native development.
• Collaborate with development teams to optimize deployment strategies.
• Conduct code reviews and maintain infrastructure quality standards.
• Build knowledge-sharing culture with documentation and training.

Operational Excellence

• Manage and scale CI/CD pipelines integrated with Kubernetes.
• Implement security policies (RBAC, network policies, container scanning).
• Optimize cluster performance and cost-efficiency.
• Automate operations to minimize manual interventions.
• Ensure 99.9% uptime for production workloads.

Strategic Planning

• Define the infrastructure roadmap aligned with business needs.
• Evaluate and adopt new cloud-native technologies.
• Perform capacity planning and cloud cost optimization.
• Drive risk assessment and mitigation strategies.

🛠 Must-Have Technical Skills

Kubernetes Expertise

• 6+ years of hands-on Kubernetes experience in production.
• Deep knowledge of Kubernetes architecture (etcd, API server, scheduler, kubelet).
• Advanced Kubernetes networking (CNI, Ingress, Service mesh).
• Strong grasp of Kubernetes storage (CSI, PVs, StorageClasses).
• Experience with Operators and Custom Resource Definitions (CRDs).

Infrastructure as Code

• Terraform (advanced proficiency).
• Helm (developing and managing complex charts).
• Config management tools (Ansible, Chef, Puppet).
• GitOps workflows (ArgoCD, Flux).

Cloud Platforms

• Hands-on experience with at least 2 of the following:
• AWS: EKS, EC2, VPC, IAM, CloudFormation
• Azure: AKS, VNets, ARM templates
• GCP: GKE, Compute Engine, Deployment Manager

CI/CD & DevOps Tools

• Jenkins, GitLab CI, GitHub Actions, Azure DevOps
• Docker (advanced optimization and security practices)
• Container registries (ECR, ACR, GCR, Docker Hub)
• Strong Git workflows and branching strategies

Monitoring & Observability

• Prometheus & Grafana (metrics and dashboards)
• ELK/EFK stack (centralized logging)
• Jaeger/Zipkin (tracing)
• AlertManager (intelligent alerting)

💡 Good-to-Have Skills

• Service Mesh (Istio, Linkerd, Consul)
• Serverless (Knative, OpenFaaS, AWS Lambda)
• Running databases in Kubernetes (Postgres, MongoDB operators)
• ML pipelines (Kubeflow, MLflow)
• Security tools (Aqua, Twistlock, Falco, OPA)
• Compliance (SOC2, PCI-DSS, GDPR)
• Python/Go for automation
• Advanced Shell scripting (Bash/PowerShell)

🎓 Qualifications

• Bachelor’s in Computer Science, Engineering, or related field.
• Certifications (preferred):
• Certified Kubernetes Administrator (CKA)
• Certified Kubernetes Application Developer (CKAD)
• Cloud provider certifications (AWS/Azure/GCP).

Experience

• 6–7 years of DevOps/Infrastructure engineering.
• 4+ years of Kubernetes in production.
• 2+ years in a lead role managing teams.
• Experience with large-scale distributed systems and microservices.

Role Objective

• The objective of the role is to provide independent assurance to management and audit committee on status of risks in various functions and recommendation for controls improvements, based on in – house audits as well as co – sourced audits.

Job Responsibilities

• Periodic review based on approved annual audit plan, on suitability of internal controls in place, and suggest alternatives.

• Make recommendations on the systems and procedures being reviewed, report on the findings and recommendations and monitor department’s response and implementation • Ensuring closure of audit issues identified in various audits

• Support in implementing policies, SOPs and processes

• Determine and report on compliance with policies and procedures as set by the management

• Support in planned activities such as stock – take of assets

• Support in investigations, if any, arising out of company whistleblower policy

• ERM follow ups and risk closures

• Support Audit Committee related activities Measure of Success (KRA’s)

• Completion of all in – house/ outsourced audit areas identified

• Rollout of policies & procedures as highlighted in previous audit issues/ as required by management

• Overall assessment of improvement in controls/ awareness

• Completion of other planned and adhoc activities

• Timely follow up and Closure of audit issues, feedback from auditees

• ERM process stabilization, updation and risks closures

• Support Audit Committee activities, preparation of ACM deck etc.

Job Specifications Minimum Education Chartered Accountant (minimum), additionally preferred – Certified Internal Auditor(CIA)/ Certified Information Systems Auditor (CISA)/ Certified Fraud Examiner (CFE) Job Description Template| H.R. Minimum/Relevant Experience 8 yrs experience (Sr Manager)- experience in risk based audits, process audits, SOX implementation, ERM implementation, forensics, IT audits etc.

Past Industry Experience Preferably experienced in Media Industry but not a prerequisite Currently working in Big 4 audit firms in IA vertical

Behavioral Skills

• Self - disciplined, takes initiative, confident, can work with minimal supervision

• Prepared to handle work pressure and stretch accordingly from time to time to meet deadlines Technical Skills

• Hands- on with MS Word, Excel, PPT

• Worked on SAP, and also preferably MS Navision Language Skills

• Good communication skills in English, good report drafting skills Key Interactions – Internal Stakeholders

• CXOs, function heads, process owners across the entities Key Interactions – External Stakeholders

• External audit firms to whom certain internal audit areas have been outsource

Project Scope

To perform a due diligence task on the Company’s current Salesforce environment.

The environment analysis primary focuses of current salesforce components and objects “as is” state to delivery business function like:

• Salesforce Environment Analysis
• Salesforce Product Customization and High-level Design analysis
• Salesforce detail insight analysis and documentation
• Data flow in salesforce and integration and migration analysis and documentation
• Salesforce Deployment practices and Reporting analysis
• Salesforce day to day operation and user experience documentation
• Salesforce due diligences presentation to stakeholders
• Sales cloud

Project Management KRAsProject Management KRAs

Job Description (Major KRAs) –

1) Planning- Understand/Work/Create/Assist :

a. SMO Tracker

2) Team & Vendor Management: Individual Contribution, Buddy Coaching, Participate inRecruitment/Induction, KRA setting and Performance Evaluation:

a. Work Allocation Based on Activity Charter & SMO Tracker

b. Primary & Secondary Work related ownership to ensure business continuity as a part of risk mitigation

c. Setting up KRAs (using InnoWET) and Performance review

d. Time sheet Management & Analysis

e. Social Media Participation and updated Profile

3) Campaign Deliverables : Timely Plan, Manage, Monitor and Communicate :

a. SMO and Activity Charter specific Content & Creative work packs and stacks for clients ( weekly to monthly )

b. BTL- Onetime & Frequent list

c. ATL Excel Sheet

4) Review & Analytics:

a. Client’s success PPT and Report with executive summary

b. Team Productivity based on Time Sheets

c. Power of 5 /Activity Charter Conformance Report

d. Search Engine Marketing /Paid Campaigns Report and Plan of Action

e. Consolidated success Report /PPT for internal stakeholders

5) CRM/Account Management:

a. Presales Support for New Business Development

b. Participation & representation of Digitally Next in PR centric activities , forum and Seminars as and when required.

c. Initiate and Manage Key Account Management for cross selling opportunities to present clients

d. To be a think tank to the management by providing the required Market Intelligence and Business Intelligence related to IoT/Digital/Social Media.

6) Project Management Tools & Automation:

a. Updating and Managing Knowledge Management repository

b. Effective implementation and use of social media Tools(if any)

c. Keeping and custodian of Clients and BFGs usernames and passwords list

d. Creating and upkeep of Process Manual with SLAs

e. Building and updating templates according to work functions

• Design, develop, code and test the solution

• Experience working with large datasets and NoSQL database technologies (e.g. Cassandra, ES) 

• 5-10 yrs of industry experience

• Energetic self-starter, with a desire to work in a startup environment

• Proficient in advanced Java programming skills

• Expert in Application development cloud/on premise end to end. Middle layer, DB layer.

• Nice to have understanding on MQ (e.g. Kafka)

• Good hands on in Complex Event Processing systems

• Solved scale and performance issues while dealing with huge sets of data. Pre compute or data aggregation frameworks to achieve good response time

• Experience working with large datasets and NoSQL database technologies (e.g. Cassandra, ES)

• Experience of debugging applications running on Unix like systems (e.g. Ubuntu, CentOS)

• Experience developing RESTful APIs for complex data sets

• Knowledge of container based development & deployment (e.g. Dockers, K8s)

• Expertise in software security domain, a plus

As Conviva is expanding, we are building products providing deep insights into end-user experience for our customers.

Platform and TLB Team

The vision for the TLB team is to build data processing software that works on terabytes of streaming data in real-time. Engineer the next-gen Spark-like system for in-memory computation of large time-series datasets – both Spark-like backend infra and library-based programming model. Build a horizontally and vertically scalable system that analyses trillions of events per day within sub-second latencies. Utilize the latest and greatest big data technologies to build solutions for use cases across multiple verticals. Lead technology innovation and advancement that will have a big business impact for years to come. Be part of a worldwide team building software using the latest technologies and the best of software development tools and processes.

What You’ll Do

This is an individual contributor position. Expectations will be on the below lines:

• Design, build and maintain the stream processing, and time-series analysis system which is at the heart of Conviva’s products
• Responsible for the architecture of the Conviva platform
• Build features, enhancements, new services, and bug fixing in Scala and Java on a Jenkins-based pipeline to be deployed as Docker containers on Kubernetes
• Own the entire lifecycle of your microservice including early specs, design, technology choice, development, unit-testing, integration-testing, documentation, deployment, troubleshooting, enhancements, etc.
• Lead a team to develop a feature or parts of a product
• Adhere to the Agile model of software development to plan, estimate, and ship per business priority

What you need to succeed

• 5+ years of work experience in software development of data processing products.
• Engineering degree in software or equivalent from a premier institute.
• Excellent knowledge of fundamentals of Computer Science like algorithms and data structures. Hands-on with functional programming and know-how of its concepts
• Excellent programming and debugging skills on the JVM. Proficient in writing code in Scala/Java/Rust/Haskell/Erlang that is reliable, maintainable, secure, and performant
• Experience with big data technologies like Spark, Flink, Kafka, Druid, HDFS, etc.
• Deep understanding of distributed systems concepts and scalability challenges including multi-threading, concurrency, sharding, partitioning, etc.
• Experience/knowledge of Akka/Lagom framework and/or stream processing technologies like RxJava or Project Reactor will be a big plus. Knowledge of design patterns like event-streaming, CQRS and DDD to build large microservice architectures will be a big plus
• Excellent communication skills. Willingness to work under pressure. Hunger to learn and succeed. Comfortable with ambiguity. Comfortable with complexity

Underpinning the Conviva platform is a rich history of innovation. More than 60 patents represent award-winning technologies and standards, including first-of-its kind-innovations like time-state analytics and AI-automated data modeling, that surfaces actionable insights. By understanding real-world human experiences and having the ability to act within seconds of observation, our customers can solve business-critical issues and focus on growing their business ahead of the competition. Examples of the brands Conviva has helped fuel streaming growth for include: DAZN, Disney+, HBO, Hulu, NBCUniversal, Paramount+, Peacock, Sky, Sling TV, Univision and Warner Bros Discovery.  

Privately held, Conviva is headquartered in Silicon Valley, California with offices and people around the globe. For more information, visit us at www.conviva.com. Join us to help extend our leadership position in big data streaming analytics to new audiences and markets! 

What you need to have:

Role and Responsibilities

• Constantly putting yourself in our user’s shoes in order to understand both the delights, and the frustrations of their product experience
• Iterate on our product suite to look for ways we can deliver more value to our customer
• Identify growth levers that can create significant improvements in our growth
• Analyze and scope new product features and initiatives with our data, marketing and engineering teams
• Run experiments and take ownership of analysis from these experiments/KPIs
• Write accessible documentation on product features and initiatives
• Work with usage data and analytics to track product rollouts and feature efficacy

Skills & Experience

• You have 2-3 years or more in consumer tech (ideally Fintech) in a product role
• You are passionate about making a social impact and want to help build a business that dramatically improves people’s lives-You constantly generate ideas about how you might improve a product
• You have significant experience on extracting and delivering consumer insights via focus groups, usability tests, surveys, behavioral data, A/B testing
• You have a strong analytical background and can dive deep into KPIs to understand how to improve them
• You are not discouraged when an idea is released and doesn’t lead to the optimum outcome, instead you will learn from it and move to the next project
• Excellent written and oral communication skills with the ability to multitask

Qualifications and Education Requirements

B.E, Any Graduation in IT

We are looking for a front end engineer with focus on UI/UX engineer with superb technical and aesthetic aptitude. The front end engineer will primarily be responsible for building and delivering custom solutions for our customers including the graphic design, experience design, and coding of the front ends. In this role, we expect you to gain an intimate understanding of your user and the value they’ll derive from the solution and develop user interfaces to deliver that value to the user in an ideal manner. The successful candidate will be curious, creative, ambitious, self motivated, flexible, and have a propensity for taking action.

Although your primary responsibilities will be around front-end work, we prize individuals who are willing to step in and contribute to other areas including automation, tooling, and management of applications.

As part of the early engineering team, you will have a chance to make a measurable impact in future of Thinkdeeply as well as having a significant amount of responsibility.

Skills

Required Skills:

• 5+ years in architecting and building Single Page Applications (SPA)
• Shipped at least 2+ applications using Angular/AngularJs
• Expertise in building Angularjs and Angular with integration and unit tests
• Experience in upgrading angular/js versions and converting angularjs -> angular.
• Good working knowledge of other frameworks such as REACT, nodejs, meteor etc.
• Experience with package management tools such as webpack for minification, uglification etc
• Experience with creating embeddable widgets
• Expertise with CSS frameworks such as Bootstrap4

Desired Skills:

• Demonstrated expertise of building cloud native applications
• Familiarity with administration of CI/CD such as jenkins

Responsibilities

• Develop new user-facing features
• Build reusable code and libraries for future use
• Collaborate with other team members and stakeholders to create UI/UX designs
• Ensure the technical feasibility of UI/UX designs
• Optimize application for maximum speed and scalability
• Collaborate with other team members and stakeholders