Proactively fetches information from various sources and analyzes it for a better understanding of how the business performs, and to build AI tools that automate certain processes within the company.
Roles & Responsibilities
- Develop novel computer vision/NLP algorithms
- Build large datasets that will be used to train the models
- Empirically evaluate related research works
- Train and evaluate deep learning architectures on multiple large scale datasets
- Collaborate with the rest of the research team to produce high quality research
- Manage a team of 2+ interns
Must-have skills
- 2+years of experience in building deep learning models
- Strong basics around probability and statistics, linear algebra, data structure & algorithms
- Good knowledge of classic ML algorithms (regression, SVM, PCA etc.), deep learning
- Strong programming skills
Nice to have skills
- Familiarity with pytorch
- Knowledge of SOTA techniques in NLP and Vision
Benefits
- High level of responsibility and ownership for a product impacting billions of lives.
- Extremely high-quality talent to work with. Work with a global team between US / India.
- Work from anywhere anytime!
- Best of breed industry benefits packages.
Similar jobs
- Delivering a complete front end application
- Ensuring high performance on mobile and desktop
- Writing tested, idiomatic, and documented JavaScript, HTML and CSS
- Coordinating the workflow between the graphic designer, the HTML coder, and yourself
- Cooperating with the back-end developer in the process of building the RESTful API
- Communicating with external web services
Skills and Competencies:
- Proficiency with JavaScript, TypeScript, HTML and CSS
- Fundamental Knowledge of an SPA (Single page application)
- Deep knowledge of AngularJS practices and commonly used modules based on extensive work experience
- Ability to provide SEO solutions for single page apps
- Thorough understanding of the responsibilities of the platform, database, API, caching layer, proxies, and other web services used in the system
- Validating user actions on the client side and providing responsive feedback
- Writing non-blocking, optimized, reusable and scalable code
- Creating custom, general use modules and components which extend the elements and modules of core Angular
- Experience with building the infrastructure for serving the front-end app and assets
- Architecting and automating the build process for production, using task runners or scripts
- Creating configuration, build, and test scripts for Continuous Integration environments
- Proficient understanding of code versioning tools such as git is required
- Excellent presentation, problem-solving and team working skills
Qualification and Experience:
- B.E. / B. Tech. / MCA / PGDCA / M.Sc. (CS) /M.E. / M. Tech
- At least 2 years of experience in Web Application Development with Angular/React
- Proven expertise in testing of application software to assure accuracy, integrity, completeness to achieve desired results
- Experience with AngularJS (v1.x.x) would be a value-add
Technical Overview:
● You will be expected to design, develop and maintain large-scale complex backend web applications.
● 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:
o Web server hosting
o RESTful communication
o Message brokering
o Backend application layer, which includes the service and domain layers
o Data layer for persistence or caching
● You will be participating in an agile software development cycle, which includes:
o Design
o Development
o Code Review
o Unit and Integration Testing
o Release
● As a Staff Engineer, you will be expected to contribute to design, code review, refactoring, and project management.
● You will be exposed to the following technologies:
o Web application frameworks: Ruby on Rails, Node.js, Java Play, Vert.x, AIOHTTP, AWS Lambda
o Languages: Ruby, Java, Kotlin, Javascript, Python
o Data stores: PostgreSQL, Aerospike, Redis, Amazon Redshift
o Communication: HTTP, Amazon SQS, Sidekiq, Amazon SNS
o Server Management: Amazon ECS, Docker
Product Overview:
You will be contributing to products concerning both customers and partner drivers.
Product sectors include:
1) Growth: You’ll build tools to help boost user growth on the platform including our industry-best driver onboarding, training and certification system, referral system, and lead management models.
2) Lifecycle Management: Build tools to help users engage with the platform better, which include rewards and recognition modules, subscription services account management tools, partner and customer wallets and payout modules, and churn detection systems among others.
3) 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.
4) Fulfilment: As part of the fulfillment team, you’ll work on systems that ensure a high degree of ride fulfillment on the platform. Tools include allocation methodologies and systems, dynamic pricing, dynamic partner routing, and partner re-activation tools among others.
5) 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 analytics suite among others.
Skill required:)
- Expert in writing clean, test-driven, easily maintainable, and modular code.
- Having a good working knowledge of database design and maintenance.
- Able to build reusable code and libraries for future use.
- Knowing troubleshooting and debugging applications is essential.
- Should have great performance in UI or backend tests to optimize performance.
- Capable of designing and developing web applications for the PHP platform (Laravel)
- Preferred to collaborate with cross-functional teams to define, design, and ship new features.
- Able to ensure the performance, quality, and responsiveness of web applications.
- Having sound working knowledge of identifying and correcting bottlenecks and fixing bugs.
- Able to work on bug fixing and improving application performance
- Able to constantly discover, evaluate, and implement new technologies to maximize development efficiency.
Responsibilities:
Providing software application support under the supervision of the Senior Engineer.
Performing analyses on software application functionality and suggesting improvements.
Ensuring effective front-end and back-end functionality of applications.
Consulting with the software development team, internal users, and clients to improve application performance.
Establishing the root causes of application errors, and escalating serious concerns to the Senior Engineer.
Keeping a record of configuration changes and scheduling application updates.
Documenting processes and monitoring application performance metrics.
Providing front-end support to clients and colleagues in other departments.
Requirements:
A bachelor's degree in software engineering, computer science, information technology, information systems, computer engineering, or similar.
Demonstrable experience as an application support engineer in a related field.
Advanced knowledge of integration and system testing
Ability to manage code migration, document configuration changes, and monitor performance.
Exceptional ability to provide front-end support to internal departments and web-based clients.
Advanced proficiency in determining the causes of application errors and repairing them.
The Role:
The Digital Marketing Analyst will oversee and execute on paid search (Google, Bing), SEO and other
paid digital channels. This role requires strong analytical skills, attention to detail, a focus on continuous
optimization, and reports to the Paid Search Manager. If you are a results-oriented digital marketing
expert who thrives on using data to make decisions that drive revenue, this may be the role for you.
Responsibilities
• Day-to-day management of large-scale SEM campaigns in Google and Bing, including campaign
planning, execution, budget management, performance analysis and campaign optimization.
• Focus on driving account optimization including improving the structure and targeting (geo,
demographic, day-parting, keyword, audience), ad copy testing, quality score improvement and
keyword expansion.
• Deep understanding of digital marketing KPIs, and ability to communicate results and key
learnings to senior management, cross-functional team, and other stakeholders.
• Provide daily, weekly, and monthly analysis of program progress and results, including key
milestones and metrics and meet all ongoing reporting requirements as needed to keep team
and customers informed.
• Identify new opportunities to drive revenue & profitability through paid media. Bring leadership
with new growth ideas and drive the implementation to drive the business - including but not
limited to testing new tactics and approaches that will deliver order growth and cost-efficiency.
• Work closely with the Paid Search Manager and vendors to ensure appropriate support, and to
keep updated of product releases and new available features.
• Stay current on SEM and SEO strategies, best practices, competitive landscape, and keyword
ecosystem.
• Monitor organic traffic, search results and keyword rankings and regularly conduct keyword
research.
• Perform competitive analysis and distinguish gaps in our website content and conduct keyword
research regularly.
• Manage backlinks to build domain authority.
Qualifications
• 2+ years of experience managing large-scale paid marketing campaigns.
• Experience with Google AdWords, Google Analytics and SEO.
• Experience using bid management platforms and algorithms.
• Strong understanding and experience with tCPA, DDA, and capabilities of Google and Bing as it
relates to SEM and Shopping campaigns
• Highly attentive to detail, strong problem-solving skills, and analytical mind-set and superior
initiative.
• Be self-motivated, able to initiate and execute on new ideas, employ senior leadership in your
ideas, and see projects through from start to finish.
• Advanced Microsoft Excel skills: Pivot tables, charts, and advanced functions.
• Excellent communication skills.
• Bachelor's degree required or equivalent experience; quantitative/business field (marketing,
math, statistics, economics, business administration, etc.) a plus.
• Bonus: experience using the Adobe Creative Suite, with a focus on Photoshop
- 3 - 6 Years of Experience in Golang Development
- Understands requirements well and comes up with an efficient design
- Develops complex, well-backed and bug-free products.
- Estimates accurately.
- Takes well-reasoned tech decisions keeping in mind goals and trade-offs
- Become a go-to person in more than one area. Provide technical mentoring to team
- Communicates clearly, gets clarifications, and establishes expectations for all parties
- Helps establish SDLC best practices and high standards of code quality
- Demonstrates excellent problem solving & debugging skills
- Proactively identifies and resolves issues in requirements, design, and code
Ideal Candidate Profile:
- Solid experience in Golang is a must.
- Solid understanding of Apache Products.
- Should have experience in cloud computing (AWS is desired).
- Has an ability to quickly learn and contribute in multiple codebases
- Overcomes roadblocks and requires minimal oversight
- Takes initiatives to fix issues/tech debts before assigned to him/her
- Able to deep dive into the codebase and advise QA of possible regression impact
- Communicates tech decisions through design docs and tech talks
- Has delivered projects with end-to-end accountability
- Keeps track of industry trends and introduces the right tech/ tools for a given job
- Excellent understanding of software engineering practices,
- Design Patterns, Data Structures, Algorithms
- Experience in product-driven organization
Develop state of the art algorithms in the fields of Computer Vision, Machine Learning and Deep Learning.
Provide software specifications and production code on time to meet project milestones Qualifications
BE or Master with 3+ years of experience
Must have Prior knowledge and experience in Image processing and Video processing • Should have knowledge of object detection and recognition
Must have experience in feature extraction, segmentation and classification of the image
Face detection, alignment, recognition, tracking & attribute recognition
Excellent Understanding and project/job experience in Machine learning, particularly in areas of Deep Learning – CNN, RNN, TENSORFLOW, KERAS etc.
Real world expertise in deep learning- applied to Computer Vision problems • Strong foundation in Mathematics
Strong development skills in Python
Must have worked upon Vision and deep learning libraries and frameworks such as Opencv, Tensorflow, Pytorch, keras
Quick learner of new technologies
Ability to work independently as well as part of a team
Knowledge of working closely with Version Control(GIT)
• Set your E-Commerce skill set to work, helping to execute business requirements into specific systems,
applications, or processes in business-to-consumer (B2C) environments • Showcase your in-depth technical knowledge and functional knowledge in IBM Sterling OMS building
confidence at client place • Train and guide new team members on Sterling technical and business concepts • Able to support in design or POCs to solve business problems in IBM Sterling OMS for new client
initiatives • Should be excited to work on projects that require both Sterling and Java/J2ee • Build services around Sterling using Java, Rest and SOAP web services. Should be very strong in core
Java • Should be having fair idea in building unit tests around the code implemented • Knowledge on continuous integration is needed • Ensure that the organization's implementations meet the scalability and reliability required for
eCommerce operation, as well as analyze and optimize database and core commerce functions for
maximum performance
Key Skills • Experience working in eCommerce industry managing high volume applications with an experience
of 7 Years or more • Expertise in application development with IBM (Sterling) Order Management Fulfilment Suite with a
minimum of 4 to 5 Years of experience • Implementation Experience in Sterling order management with versions greater than 9.0 is
preferred • Experience in XML, XSD, SOAP and REST services • Expertise in at least one application server; WebSphere MQ or JBoss or WebLogic • Subject matter expertise in building large-scale retail B2C web applications using Supply Chain and
Logistics Systems • IBM Sterling Order Management System Configuration Deployment Toolkit (Sterling CDT), Global
Inventory Visibility. Caching technologies is a plus • Comprehensive SDLC experience including strong design skills use of UML, patterns • Agile and waterfall implementation principles and practices
• Use of version control management such of SVN, CVS, or GIT • Production environment deployment and maintenance • Provide support in troubleshooting / investigations pertaining to the order management systems • Respond quickly to critical requests • Ability to analyze and design data model. Solid hands-on understanding of DB for the Web
environment • Performance tuning and optimization for scalability and high availability • Upgrading experience on IBM Sterling Order Management System to 9.3 or higher is a plus • Experience working on Omni Channel Implementations with IBM Sterling OMS is a plus • Exposure towards Cassandra is a plus