• You will be expected to be the engineering lead for the products assigned to you.
• This includes gathering and polishing product requirements, designing for project iterations, managing project life cycles, reviewing developer code, overseeing testing, and monitoring system maintenance. 
• You will be expected to rapidly learn and apply relevant new technologies. 
• You will be having a high level of interaction with business and product stakeholders.
•  You will be working on the entire web application stack, which includes: 
• Web server hosting 

• RESTful / RPC communication 
• Message brokering 
• Backend application layer, which includes the service and domain layers 
• Data layer for persistence or caching 

• You will be participating in an agile software development cycle, which includes:

○ Design 

○ Development 

○ Code Review 

○ Unit and Integration Testing 

○ Release 

You will be exposed to the following technologies: 

○ Web application frameworks: Ruby on Rails, Node.js, Java Play, Vert.x, AIOHTTP, AWS Lambda 
○ Languages : Ruby, Java, Kotlin, Javascript,Python 

○ Datastores : PostgreSQL, Aerospike, Redis, AmazonRedshift 

○ Communication : HTTP, Amazon SQS, Sidekiq, Amazon SNS 

○ Server Management : Amazon ECS,Docker 

Product Overview 

• You will be contributing to products concerning both customers and partner drivers.

Product sectors include: 

Growth: You’ll build tools to help boost user growth on the platform including our  industry best driver on-boarding, training and certification system, referral system, and lead management models. 

Lifecycle Management: Build tools to help users engage with the platform better,  which includes rewards and recognition module, subscription services, account  management tools, partner and customer wallets and payout modules, and churn  detection systems among others. 

Transaction Experience: You’ll help deliver the most delightful booking experience to our customers and drivers. As part of this team, you’ll be responsible for our core  booking system, pricing and payment systems, location tracking and filtering  services, fraud prevention systems, and in-app ticketing and support among others. 

Fulfillment: As part of the fulfillment team, you’ll work on systems which ensure a high degree of ride fulfillment on the platform. Tools including allocation  

methodologies and system, dynamic pricing, dynamic partner routing, and partner  re-activation tools among others. 

Enterprise Solutions: You’ll help Porter’s enterprise customers achieve delivery 

excellence. You’ll build tools for contract management, fleet management, fleet and  route optimization tools, alerting and monitoring tools, and an analytics suite.

Bangalore | Full Time
Responsibilities
This role requires a person to support business charters & accompanying products by aligning with the Analytics
Manager’s vision, understanding tactical requirements and helping in successful execution. Split would be approx.
70% management + 30% individual contributor. Responsibilities include

Project Management
- Understand business needs and objectives.
- Refine use cases and plan iterations and deliverables - able to pivot as required.
- Estimate efforts and conduct regular task updates to ensure timeline adherence.
- Set and manage stakeholder expectations as required

Quality Execution
- Help BA and SBA resources with requirement gathering and final presentations.
- Resolve blockers regarding technical challenges and decision-making.
- Check final deliverables for correctness and review codes, along with Manager.

KPIs and metrics
- Orchestrate metrics building, maintenance, and performance monitoring.
- Owns and manages data models, data sources, and data definition repo.
- Makes low-level design choices during execution.

Team Nurturing
- Help Analytics Manager during regular one-on-ones + check-ins + recruitment.
- Provide technical guidance whenever required.
- Improve benchmarking and decision-making skills at execution-level.
- Train and get new resources up-to-speed.
- Knowledge building (methodologies) to better position the team for complex problems.

Communication
- Upstream to document and discuss execution challenges, process inefficiencies, and feedback loops.
- Downstream and parallel for context-building, mentoring, stakeholder management.

Analytics Stack
- Analytics : Python / R + SQL + Excel / PPT, Colab notebooks
- Database : PostgreSQL, Amazon Redshift, DynamoDB, Aerospike
- Warehouse : Amazon Redshift
- ETL : Lots of Python + custom-made
- Business Intelligence / Visualization : Metabase + Python/R libraries (location data)
- Deployment pipeline : Docker, Git, Jenkins, AWS Lambda

Job Description :

Responsibility:

● We’re seeking a talented product leader to define and execute against a giant vision that we have for the logistics sector.

● Lead market, user research; drive innovation, definition, roadmap planning, deliverable tracking and

design of new Porter products and product features to deliver against team and company goals.

● Requires challenging all members of a cross-functional team (engineering, business, design, etc.) to

think boldly and creatively and then to funnel that energy into concrete products and execution plans.

● Be data driven: The product design and direction should be based on data (customer behaviour

analytics, business metrics etc.). Solicit and embrace critical feedback.

● Monitor and measure launched products and feed leanings back into the product development

process.

● Clearly communicate product plans, benefits and results, as appropriate, to all the stakeholders.

Requirement

● Software engineering experience and a very sound technical as well as Product understanding.

● Have an experience in delivering consumer Internet products from the ideation board to the customer

● Stellar design instincts and product taste

● Ability to leverage data to make decisions without getting stuck in analysis paralysis and a never

ending desire to grow and learn.

Role
Cloud Infrastructure Engineering Manager

Responsibilities
This role requires a person to drive the engineering of our cloud infrastructure by aligning with various stakeholders, advising teams on Cloud Solutions, and building and upskilling a team to aid in this.

Cloud Strategy
Continuously engage with various stakeholders within Porter, understand their requirements, design and continuously evolve the overall Cloud Infrastructure strategy for Porter to meet the overall goals of the company
○ Work with application developers to design scalable, robust systems using cloud native architecture principles and help them achieve their operational goals
○ Understand the needs of data analysis stakeholders and help design data infrastructure to meet them.
○ Speak with Business leaders to align the team’s road map with business goals like International Expansion, Cost Reduction, goals, etc.
○ Engage with legal counterparts to ensure Porter meets its compliance
obligations, especially in terms of security and privacy.

Cloud Platform Solutions
Identify common cloud requirements, build platform services to solve them and drive adoption across other teams
○ Maintain reliable infrastructure for our servers to run on
○ Identify Infrastructure-as-Code tools and educate application teams to provision cloud infrastructure
○ Build and maintain convenient CI / CD infrastructure requiring minimal effort from application developers to get their code to production reliably
○ Drive adoption of observability platforms for application visibility to help
application developers have complete visibility of their applications - logging, tracing and metrics.

Security & Privacy
Ensure security of all cloud infrastructure resources and data owned by Porter.
○ Ensure secure networking for all service communication, auditable data
movement and data access
○ Setup ease to use Access Control management and ensure adherence
○ Drive security best practices in every stage of application development
○ Ensure secure data storage ensure compliance with privacy laws and secure data access to prevent data leaks.

Data Infrastructure
Empower Data Analysis teams to easily discover and communicate Business Insights by providing the right infrastructure to solve their pain points
○ Setup data infrastructure on which data pipelines can be set up to ingest data from application databases to a Data Lake
○ Provide reporting and visualization tools to our Data team to leverage this and provide Business Insights

Team Management
Build and lead a team of highly motivated engineers consisting of Cloud Engineers, SREs and InfoSec.
○ Manage a team of upto 10 - 12 members
○ Develop a culture of ownership and empathy within the team
○ Set clearly defined responsibilities of various roles and at various levels
○ Do periodic assessment of reportees, chart their growth paths and train them.

Company Overview
At Porter, we are passionate about improving productivity. We want to help businesses, large and small, optimize their last-mile operations and empower them to unleash the growth of their core functions. Last mile delivery logistics is one of the biggest and fastest growing sectors of the economy with a market cap upwards of 50 billion USD and a growth rate exceeding 15% CAGR. Porter is the fastest growing leader in this sector with operations in 14 major cities, a fleet size exceeding 1L registered and 50k active driver partners and a customer base with 3.5M being monthly active. Our industry-best technology platform has raised over 150 million USD from investors including Sequoia Capital, Kae Capital, Mahindra group, LGT Aspada, Tiger Global and Vitruvian Partners. We are addressing a massive problem and going after a huge market. We’re trying to create a household name in transportation and our ambition is to disrupt all facets of the supply chain. At Porter, we’re here to do the best work of our lives. If you want to do the same and love the challenges and opportunities of a fast paced work environment, then we believe Porter is the right place for you

Qualification Prerequisites
- Cloud Infrastructure experience (preferably AWS) >= 8-9 years
- Experience managing a technical team of at least 3 people
- Experience with git, CI / CD, Docker, Kubernetes, etc
- Experience in working with immutable infrastructure, policy as code and infrastructure as code (Terraform, etc).
- Strong Linux Shell scripting experience
- Knowledge of emerging technologies in the cloud native, container orchestration, gitops and observability spaces
- Experience with *nix systems, network protocols, dns and configuration management tools
- Experience with one of the programming languages like Python, Java, etc

Technical Overview:
● You will be expected to be the engineering lead for the products assigned to you.
● This includes gathering and polishing product requirements, designing for project iterations, managing project life cycles, reviewing developer code, overseeing testing, and monitoring
system maintenance.
● You will be expected to rapidly learn and apply relevant new technologies.
● You will be having a high level of interaction with business and product stakeholders.
● You will be working on the entire web application stack, which includes:
● Web server hosting
● RESTful / RPC communication
● Message brokering
● Backend application layer, which includes the service and domain layers
● Data layer for persistence or caching
● You will be participating in an agile software development cycle, which includes: ○

• Design
• Development
• Code Review
• Unit and Integration Testing
• Release

You will be exposed to the following technologies:
○ Web application frameworks: Ruby on Rails, Node.js, Java Play, Vert.x, AIOHTTP, AWS
Lambda
○ Languages : Ruby, Java, Kotlin, Javascript,Python
○ Datastores : PostgreSQL, Aerospike, Redis, AmazonRedshift
○ Communication : HTTP, Amazon SQS, Sidekiq, Amazon SNS
○ Server Management : Amazon ECS,Docker

Product Overview
● You will be contributing to products concerning both customers and partner drivers.

Product sectors include:
○ Growth: You’ll build tools to help boost user growth on the platform including our industry
best driver on-boarding, training and certification system, referral system, and lead
management models.
○ Lifecycle Management: Build tools to help users engage with the platform better, which
includes rewards and recognition module, subscription services, account management
tools, partner and customer wallets and payout modules, and churn detection systems
among others.
○ Transaction Experience: You’ll help deliver the most delightful booking experience to our
customers and drivers. As part of this team, you’ll be responsible for our core booking
system, pricing and payment systems, location tracking and filtering services, fraud
prevention systems, and in-app ticketing and support among others.
○ Fulfillment: As part of the fulfillment team, you’ll work on systems which ensure a high degree of ride fulfillment on the platform. Tools including allocation methodologies and system, dynamic pricing, dynamic partner routing, and partner re-activation tools among others.
○ Enterprise Solutions: You’ll help Porter’s enterprise customers achieve delivery excellence. You’ll build tools for contract management, fleet management, fleet and route optimization tools, alerting and monitoring tools, and an analytics suite

Responsibilities
This role requires a person to drive the engineering of a set of products by aligning with business and product stakeholders, and building and upskilling a team to aid in this.

The responsibilities include:

Business and product alignment and engineering planning
- Work closely with business and product stakeholders to understand and align with product
initiatives and iterations.
- Help shape the engineering requirement by aligning with the product manager and fleshing out
concepts and user flows.
- Formalize product requirements into roadmaps and sprints.

Product and system development
- Drive high level modeling and design for projects, also focusing on non-functional aspects,
including but not limited to database design, communication protocols, deployment systems, etc.
- Drive adoption of design frameworks like domain driven design, clean architecture, etc.,
resulting in a robust layered architecture.
- Drive good code review practices, using the review process as a mentoring tool to upskill
people.
- Ensure test coverage of systems, partly through unit and integration testing, and partly through
blackbox testing by collaborating with the Quality Assurance team, via good testing practices.

Project Management
- Drive the execution of the project by delegating tasks effectively.
- Resolve blockers through technical expertise, negotiation and delegation.
- Estimate timelines and ensure adherence to them through effective sync-ups and course
corrections.

Maintenance
- Formulate SLAs and oversee their adherence for the various systems, effectively tracking issues
and performance inefficiencies.
- Performance monitoring and optimization for systems.
- Drive technical re-design, remodeling and refactoring of systems for robustness and sustainability.

Team Management
- Typically manage a team of 3 - 6 members and a portfolio of 3 - 6 products.
- Do periodic assessment of reportees, chart their career growth paths and train them.
- Recruit members into the team by collaborating effectively with the recruitment team

Technologies Used
- Web application frameworks : Ktor, Ruby on Rails, Node.js, Java Play, AWS Lambda
- Languages : Kotlin, Java, Ruby, Javascript, Python
- Datastores : PostgreSQL, Aerospike, Redis, DynamoDB, Amazon Redshift
- Communication : HTTP, Amazon SQS, Sidekiq, Amazon SNS
- Server management : Amazon ECS, Docker
- Design frameworks : Domain Driven Design, Clean Architecture, Layered Architecture

Product Overview
- You will be contributing to products concerning both customers and partner drivers.
- Product sectors include:
- Growth : You’ll build tools to help boost user growth on the platform including our industry best driver on-boarding, training and certification system, referral system, and lead management models.
- Lifecycle Management : Build tools to help users engage with the platform better, which includes rewards and recognition module, subscription service, account management tools, partner and customer wallets and payout modules, and churn detection systems among others.
- Transaction Experience : You’ll help deliver the most delightful booking experience to our customers and drivers. As part of this team, you’ll be responsible for our core booking system, pricing and payment systems, location tracking and filtering services, fraud prevention systems, and in-app ticketing and support among others.
- Fulfilment : As part of the fulfilment team, you’ll work on systems which ensure high degree of ride fulfilment on the platform. Tools include allocation methodologies and system, dynamic pricing, dynamic partner routing, and partner re-activation tools among others.
- Enterprise Solutions : You’ll help Porter’s enterprise customers achieve delivery excellence. You’ll build tools for contract management, fleet management, fleet and route optimisation tools, alerting and monitoring tools, and analytics suite among others.

Skills required:
- Software engineering experience: 7-9 years
- Experience managing a technical team of at least 3 people
- Exposure to consumer facing products
- Strong technical background and ability to contribute to design and review
- Familiarity with our tech stack or an analogous tech stack
- Backend engineering exposure for the last 4 year

Role
Cloud Infrastructure Engineering Manager

Responsibilities
This role requires a person to drive the engineering of our cloud infrastructure by aligning with various stakeholders, advising teams on Cloud Solutions, and building and upskilling a team to aid in this.

Cloud Strategy

• Continuously engage with various stakeholders within Porter, understand their requirements, design and continuously evolve the overall Cloud Infrastructure strategy for Porter to meet the overall goals of the company
• Work with application developers to design scalable, robust systems using cloud native architecture principles and help them achieve their operational goals
• Understand needs of data analysis stakeholders and help design data
• infrastructure to meet them.
• Speak with Business leaders to align the team’s road map with business goals like International Expansion, Cost Reduction, goals, etc.
• Engage with legal counterparts to ensure Porter meets its compliance
• obligations, especially in terms of security and privacy.

Cloud Platform Solutions

• Identify common cloud requirements, build platform services to solve them and drive adoption across other teams
• Maintain reliable infrastructure for our servers to run on
• Identify Infrastructure-as-Code tools and educate application teams to provision cloud infrastructure
• Build and maintain convenient CI / CD infrastructure requiring minimal effort from application developers to get their code to production reliably
• Drive adoption of observability platforms for application visibility to help
• application developers have complete visibility of their applications - logging, tracing and metrics.

Security & Privacy

• Ensure security of all cloud infrastructure resources and data owned by Porter.
• Ensure secure networking for all service communication, auditable data
• movement and data access
• Setup ease to use Access Control management and ensure adherence
• Drive security best practices in every stage of application development
• Ensure secure data storage ensure compliance with privacy laws and secure data access to prevent data leaks

Data Infrastructure

• Empower Data Analysis teams to easily discover and communicate Business Insights by providing the right infrastructure to solve their pain points
• Setup data infrastructure on which data pipelines can be set up to ingest data from application databases to a Data Lake
• Provide reporting and visualization tools to our Data team to leverage this and provide Business Insights

Team Management

• Build and lead a team of highly motivated engineers consisting of Cloud Engineers, SREs and InfoSec.
• Manage a team of upto 10 - 12 members
• Develop a culture of ownership and empathy within the team
• Set clearly defined responsibilities of various roles and at various levels
• Do periodic assessment of reportees, chart their growth paths and train them.

Company Overview
At Porter, we are passionate about improving productivity. We want to help businesses, large and small, optimize their last-mile operations and empower them to unleash the growth of their core functions. Last mile delivery logistics is one of the biggest and fastest growing sectors of
the economy with a market cap upwards of 50 billion USD and a growth rate exceeding 15% CAGR.

Porter is the fastest growing leader in this sector with operations in 14 major cities, a fleet size exceeding 1L registered and 50k active driver partners and a customer base with 3.5M being monthly active. Our industry-best technology platform has raised over 150 million USD from investors including Sequoia Capital, Kae Capital, Mahindra group, LGT Aspada, Tiger Global and Vitruvian Partners.

We are addressing a massive problem and going after a huge market. We’re trying to create a household name in transportation and our ambition is to disrupt all facets of the supply chain. At Porter, we’re here to do the best work of our lives.

If you want to do the same and love the challenges and opportunities of a fast paced work environment, then we believe Porter is the right place for you.

Company URL: https://porter.in/

Qualification Prerequisites

• Cloud Infrastructure experience (preferably AWS) >= 8-9 years
• Experience managing a technical team of at least 3 people
• Experience with git, CI / CD, Docker, Kubernetes, etc
• Experience in working with immutable infrastructure, policy as code and infrastructure as code (Terraform, etc).
• Strong Linux Shell scripting experience
• Knowledge of emerging technologies in the cloud native, container orchestration, gitops and observability spaces
• Experience with *nix systems, network protocols, dns and configuration management tools
• Experience with one of the programming languages like Python, Java, etc.

Job Description:

• Software Engineering
  • Design and develop highly scalable, available, reliable, secure and fault tolerant systems with minimal guidance for a market leader in the logistics industry
  • Partner with team members on functional and nonfunctional requirements and spread design philosophy, goals and improve the code quality across the team
  • Research new technologies and tools that enable building the next generation of our services
  • Provide technology leadership to the team and foster engineering excellence
• Product Delivery
  • Partner with product managers to define and execute on the feature roadmap
  • Translate business requirements into scalable and extensible design
  • Coordinate with various cross functional teams on planning and execution
  • Maintaining automated build / test / deployment environments

• Software Engineering
  • Deep knowledge of one of the programming language they have experience in
  • Proficient in OOP and Design Patterns, experience with functional programming would be a plus
  • Data modelling experience in Relational Databases
  • Ability to design and implement low latency RESTful services
• Product Delivery
  • Ability to scope, review and refine user stories for technical completeness and to alleviate dependency risks.
  • Well versed in working with agile methodologies which includes phases such as design, development, code review, testing and release management
  • Ability to have worked in a CI/CD environment, with hands on experience with Git or any similar source code management tools
• Product Maintenance
  • Experience troubleshooting server performance issues such as memory tuning, GC tuning, resource leaks etc
  • Continuously refactor applications to ensure high quality design

Company Overview:

At Porter, we are passionate about improving productivity. We want to help businesses, large and small, optimize their last-mile operations and empower them to unleash the growth of their core functions. Last mile delivery logistics is one of the biggest and fastest growing sectors of the economy with a market cap upwards of 50 billion USD and a growth rate exceeding 15% CAGR.

Porter is the fastest growing leader in this sector with operations in 15 major cities, a fleet size exceeding 1L registered and 50k active driver partners and a customer base with 3.5M being monthly active. Our industry-best technology platform has raised over 150 million USD from investors including Sequoia Capital, Kae Capital, Mahindra group, LGT Aspada, Tiger Global and Vitruvian Partners.

We are addressing a massive problem and going after a huge market. We’re trying to create a household name in transportation and our ambition is to disrupt all facets of supply chain. At Porter, we’re here to do the best work of our lives. If you want to do the same and love the challenges and opportunities of a fast paced work environment, then we believe Porter is the right place for you.

Company URL: https://porter.in/

 

 Technical Overview: 

Porter has multiple mobile apps used by our consumers - app used by our customers to place on-demand orders,  app used by our drivers to service those orders, and app used by fleet owners to manage their vehicles on our  platform. Each of these apps is frequently iterated over to improve functionality and experience. In such a fast  paced environment, we expect our mobile developers to develop and maintain these complex apps with a heavy  focus on code design to keep the code easily extensible and maintainable. 

Responsibilities: 

• Product Life Cycle 

• Work closely with the Product Team to understand business requirements and product  solutions. 
• Flesh out Use Cases to be implemented and chart out development iterations 

• Development 

• Drive design discussions with heavy focus on modeling entities and interactions,following  architectural patterns like MVVM, Clean Architecture, etc. 
• Review all code being written to ensure it is clean, readable, maintainable and performant,  following well established design principles. 
• Ensure test coverage of business logic, UIs and integration. 

• Project Management 

• Collaborate with multiple teams - backend teams for finalizing APIs, design team for UI/ UX, QA  for testing, etc. 
• Do iteration planning, give release estimates, share tracker and ensure timely releases.
• Ensure bugs & crashes escalated are tracked and fixed in a timely manner. 

 

•  Non Functional 

• Ensure the apps are performant - no memory leaks, no frame drops, battery usage, etc.
• Explore, evaluate and drive adoption of new technologies, tools and SDKs as maybe  necessary to improve the entire development process. 
• Work with cross-platform technologies, like Kotlin Multiplatform, to ensure consistency of  features and code reuse across Android / iOS platforms. 

 

• Team Management 

• Manage a team of upto 4 - 5 members. 
• Do periodic assessment of reportees, chart their growth paths and train them. 

 

Technologies: 

• Languages: Kotlin, Java, SQL, Ruby (backend) 
• Frameworks: RIBs, Kotlin Multiplatform, Ruby on Rails (backend) 
• Architectures: MVVM, MVP, Clean Architecture, etc 
• Libraries: Kotlin Coroutines, RxJava, Dagger2, Arrow, etc 
• Integrations: AWS services, Payment Gateways (Razorpay, etc), Google Maps, Firestore, etc

 

Products & Systems Overview 

You will be contributing to products concerning both customers and partner drivers. 

• Customer App:  

• All orders serviced by Porter are placed from this app making it our primary business driver. o To keep the code for this large complex app maintainable, there is a heavy emphasis on good  design and architecture. Currently the RIBsframework is used to break the code recursively into  smaller components. 
• To ensure feature parity and consistency across our Android and iOS platforms, weuse Kotlin  Multiplatformto re-use business logic code across the two platforms. 

 

• Partner App:  

• All orders serviced by Porter are fulfilled by drivers using this app. 
• Given that the app is expected to run for long hours on cheaper phones there is a heavy  emphasis on keeping the apps performant - optimizing battery consumption and memory  usage. 
• The app serves as a medium for onboarding - providing functionality for partners to upload and  verify their documents using Image Processing. 
• To train the drivers for every new feature launched, we provide a guided audio-visual  training session - using visual cues like hint to click / swipe with synchronized pre 
• configured audio to guide him through the sequence of steps. 

 

• Fleet Owner Apps:  

• A multi-platform app for fleet owners to manage their drivers and track their performance  and earnings on our platform. 
• Allow them to bid for new client contracts. 

 

 

 

Manager | Data Engineering

Bangalore | Full Time

 

Responsibilities

Data Strategy and Alignment

• Work closely with data analysts and business / product teams to understand requirements and provide data ready for analysis and reporting.
• Apply, help define, and champion data governance : data quality, testing, documentation, coding best practices and peer reviews.
• Continuously discover, transform, test, deploy, and document data sources and data models.
• Work closely with the Infrastructure team to build and improve our Data Infrastructure.
• Develop and execute data roadmap (and sprints) - with a keen eye on industry trends and direction.

 

 

 

Data Stores and System Development

• Design and implement high-performance, reusable, and scalable data models for our data warehouse to ensure our end-users get consistent and reliable answers when running their own analyses.
• Focus on test driven design and results for repeatable and maintainable processes and tools.
• Create and maintain optimal data pipeline architecture - and data flow logging framework.
• Build the data products, features, tools, and frameworks that enable and empower Data, and Analytics teams across Porter.

Project Management

• Drive project execution using effective prioritization and resource allocation.
• Resolve blockers through technical expertise, negotiation, and delegation.
• Strive for on-time complete solutions through stand-ups and course-correction.

Team Management

• Manage and elevate team of 5-8 members.
• Do regular one-on-ones with teammates to ensure resource welfare.
• Periodic assessment and actionable feedback for progress.
• Recruit new members with a view to long-term resource planning through effective collaboration with the hiring team.

Process design

• Set the bar for the quality of technical and data-based solutions the team ships.
• Enforce code quality standards and establish good code review practices - using this as a nurturing tool.
• Set up communication channels and feedback loops for knowledge sharing and stakeholder management.
• Explore the latest best practices and tools for constant up-skilling.

 

Data Engineering Stack

• Analytics : Python / R / SQL + Excel / PPT, Google Colab
• Database : PostgreSQL, Amazon Redshift, DynamoDB, Aerospike
• Warehouse : Redshift, S3
• ETL : Airflow + DBT + Custom-made Python + Amundsen (Discovery)
• Business Intelligence / Visualization : Metabase + Google Data Studio
• Frameworks : Spark + Dash + StreamLit
• Collaboration : Git, Notion