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ML Data Engineer, Railofy
About the Team & Role:
Railofy is solving the largest problems for Indian Railway passengers (90% of Indians travel by trains) - waitlisted tickets and quality of food in trains. We are a young team of technologists who have made a significant breakthrough in this field using Machine Learning, in order to create a major impact in the lives of Indians.
ML Data Engineers at Railofy lead all the processes from data collection, cleaning, and preprocessing, to managing the infra and deploying models to production. The ideal candidate will be passionate about big data and stay up-to-date with the latest developments in the field.
The Data Science team works on proprietary data sets (tabular) building classical machine learning models & recommendation systems.
What will you get to do here?
- Understanding and building expertise in the domain
- Managing available resources such as hardware, data, and personnel so that deadlines are met
- Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
- Verifying data quality, and/or ensuring it via data cleaning
- Supervising the data acquisition process if more data is needed
- Defining validation strategies
- Defining the preprocessing or feature engineering to be done on a given dataset
- Defining data augmentation pipelines
- Training models and tuning their hyperparameters
- Deploying models to production and monitoring production systems
What qualities are we looking for?
- Proficiency with Python and libraries for machine learning such as scikit-learn, pandas, numPy, matplotlib, seaborn and keras/tensorflow
- Proficiency with PostgreSQL, ElasticSearch, Kibana, Redis and Big Data technologies
- Proficiency with Cloud computing on AWS using services like EC2, S3, ECS, Lambda and RDS
- Expertise in visualizing and manipulating big datasets
- Ability to select hardware to run an ML model with the required latency at scale
- Computer Science or IT Engineering background with solid understanding of basics of Data Structures and Algorithms
- 5-10 years of data science experience
- You love coding like a hobby, strive to code in a clean and structured manner with time and space complexities in mind and are up for a challenge!
- Motivation to join an early stage startup should go beyond compensation
Location: Mumbai/Remote
Job brief
We are looking for a Lead Data Scientist to lead a technical team and help us gain
useful insight out of raw data.
Lead Data Scientist responsibilities include managing the data science team, planning
projects and building analytics models. You should have a strong problem-solving ability
and a knack for statistical analysis. If you’re also able to align our data products with our
business goals, we’d like to meet you.
Your ultimate goal will be to help improve our products and business decisions by
making the most out of our data.
Responsibilities
● Conceive, plan and prioritize data projects
● Ensure data quality and integrity
● Interpret and analyze data problems
● Build analytic systems and predictive models
● Align data projects with organizational goals
● Lead data mining and collection procedures
● Test performance of data-driven products
● Visualize data and create reports
● Build and manage a team of data scientists and data engineers
Requirements
● Proven experience as a Data Scientist or similar role
● Solid understanding of machine learning
● Knowledge of data management and visualization techniques
● A knack for statistical analysis and predictive modeling
● Good knowledge of R, Python and MATLAB
● Experience with SQL and NoSQL databases
● Strong organizational and leadership skills
● Excellent communication skills
● A business mindset
● Degree in Computer Science, Data Science, Mathematics or similar field
● Familiar with emerging/cutting edge, open source, data science/machine learning
libraries/big data platforms
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Designing, implementing and maintaining Java-based applications
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Contributing in all phases of the development lifecycle
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Writing testable, scalable and efficient code
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Test and debug new applications and updates
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Maintain up to date code documentation
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Participating in code reviews
Should have worked on Springboot and Hibernate
About Us:
We’re a team of finance and technology enthusiasts who enjoy revolutionizing the investment industry through digital products & services. We’re building the next generation investment management platform for our financial professional customers so they can build better investment portfolios & help their clients retire in style.
About the role:
We’re looking for a full stack engineer to be part of a team of talented engineers and help us build high quality financial products that we launch to the market via partnerships with banks and broker-dealers. The candidate should be an innovator, highly technical, and passionate about speed, quality, and building amazing products. The candidate should also have demonstrated success in scaling platforms. Our team operates in a start-up environment with the backing of a large, industry leader and we actively cultivate a culture of innovation and excellence. The ideal candidate should enjoy working in this setting.
Responsibilities:
- Design, develop, test, deploy and maintain highly performant api-driven web applications on our stack (Angular, React, SASS, Java SpringBoot, Mulesoft).
- Design and implement REST APIs to industry/company standards
- Work with our amazing product design team to develop and iterate on user interfaces that bring simplicity to complicated financial data.
- Interact with engineering members across the organization to ensure consistency in engineering practices and foster active exchange of ideas
- We have development centers in Atlanta, Houston, New York City and India and the ability to collaborate across a global organization is a key skill.
- Perform peer code reviews. Review performance, security and flexibility of the code.
- Participating in agile ceremonies (e.g. daily standup, release and sprint planning, demos, scrum of scrums).
- Work with Architect to define technical roadmaps
- Participate and help to evangelist and promote enterprise solutions with business and technology partners
What we're looking for:
- 3+ years experienced in front-end frameworks, such as Angular and React
- 3+ years experience in back-end technologies, such as Node.JS, ExpressJS, or Java Springboot
- 2+ years experience with Mulesoft
- Experience with core AWS services
- Experience working in an Agile team and environment
- Familiarity with software engineering support systems and tools, such as Git, Jenkins, Bamboo, Gulp, Bower, Maven, Log4j
- Familiar with SSO solutions, such as SAML, OAuth, OpenID a plus
- Knowledge of the Financial Services industry a plus
Good to Have:
- Experience with DevOps tools like Docker, Kubernetes, Jenkins, etc.
- Experience in developing microservices-based architectures
- Knowledge of frontend technologies like HTML, CSS, and JavaScript
- Experience with Python technologies
Our growing software technology business is looking for a Mid Level Full Stack Developer to join our Development Team. We're looking for a talented, team-oriented, highly motivated, smart individual with a passion for software engineering, a strong desire to learn and an interest in providing mentorship to peers. We desire self-starting developers with strong experience developing sophisticated web applications leveraging the latest technologies. The successful candidate for this role must be an outstanding problem-solver with great database and software architectural skills.
KEY REQUIRED SKILLS
- Node.js
- GIT
- MySQL
POSITION DESCRIPTION
We have an immediate need for a highly motivated Mid Level Node Software Developer to provide software development expertise and hands on implementation using the latest open source server-side JavaScript technologies on the Node platform and other related open source products.
REQUIRED
- Strong software development experience with Node.js in addition to detailed understanding of user interface frameworks, back-end software architecture interactions and node module capabilities.
- One or more years' experience with one or more JavaScript frameworks/technologies such as Express.js, Angular.js, React.js, MobX or Flux.js.
- Strong development experience using Node.js.
- Strong communication and collaborative skills
- Portfolio of application(s)
DESIRED SKILLS
- Experience with HTML5, CSS3.
- Experience with source code versioning and Pull Requests with Git repositories.
- Standards & Protocols knowledge including JSON.
- Complex programming, program debugging, automated program testing, data analysis, problem analysis and resolution of issues within open source applications.
- Experience in other languages such as .net, including VB and C# are a plus
- Operating System and Infrastructure experience with Ubuntu Linux and Windows Server.
EDUCATION
- Bachelor’s degree from an accredited college in a related discipline, with minimum 2-3 years of relevant professional experience.
- Exact skill match may allow flexibility with education and experience requirements
- Certifications are a plus.
Job Description
About Platform Product
Quality, performance, experimentation, and speed of delivery are all principles at the heart of what we do as a Platform group. We have strong capabilities in areas such as editorial tooling, content delivery, design systems, advertising and commerce, and provide the underlying technology for the digital presence of Condé Nast brands on four continents. Our vision is to additionally invest in areas such as video, subscriptions, membership, and next generation editorial tools.
Teams are encouraged to explore creative ideas to meet the strategic vision, backed by rigorous techniques.
The Role
Condé Nast is seeking an innovative, collaborative, and proven product-management professional. The candidate will develop, maintain, and execute the digital strategy and product roadmap for the most influential media brands at Condé Nast.
This is a new and exciting role to help develop new commerce platform capabilities globally. Commerce will be an ecosystem of capabilities that cover affiliate, shop and marketplace, order + inventory management, payments & billing, checkout and distribution. The role will be focused on developing and maintaining premier platform commerce products to the benefit of all Condé Nast brands that aim to increase conversion rate, AOV & LTV.
The role will require working collaboratively with several departments, brands and stakeholders and will partner with Condé Nast’s Director of Product in driving best in class digital products across multiple platforms.
Role responsibilities
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Drive product prioritization and product management methodology for the business by working with internal and external stakeholders including Commerce, Editorial, Advertising, and Consumer Marketing
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Successfully address complicated and challenging problems, such as third-party integrations and platform inter-dependencies
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Exposure to the growing trends and use of data driven advertising and data management platforms
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Successfully address complicated and challenging problem sets
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Learn new problems sets quickly and experience applying creative problem solutions
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Project management and multitasking across concurrent projects to deliver on project goal
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Identifying critical issues or roadblocks as well as communication of status out to various stakeholders
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Creating and managing product and project documentation, including additional information gathering or publishing
About you
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Essential - previous experience at a global organisation working across timezones, cultures and product ecosystems.
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Experience with e-commerce systems/payment-based third-party integrations and/or conversion funnels
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Experience with content / media organisations
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Experience working with product, engineering and design teams using Agile / Scrum software development
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Experience working with Confluence, Jira and Google Analytics
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Self-driven, motivated, and ability to drive objectives forward and see projects and initiatives through to completion
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Excellent written and verbal English communication skills
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Team & Culture: You will be a good team partner and help foster a culture of inclusiveness. In part, this means being a good communicator and a good listener. You are someone who respects the other team member disciplines and encourages discussion around important decisions.
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You will be working with a global team and need to be accommodative of different time-zones as required
- Should have strong knowledge and hands-on experience in JDK 1.8+
- Should have worked in Struts, Ajax, Spring MVC, Spring Boot and Angular
- Should have strong expertise in SOA and Microservices • Experience in Insurance domain would be an added advantage
- The responsibilities of Java technical leads include working with developers to ensure quality network frameworks, mentoring junior level staff, and identifying issues that affect product delivery.
- Experience of Software Engineering Process and in Design J2EE Design Patterns.
- Code Review and Best practices, Unit Testing
- Team mentoring
- MUST HAVES:
- Top Mandatory Skills: 6+ Years in: JAVA / J2EE, Spring MVC ,Springboot, Microservices
- Domain Experience:- BFSI (Minimum 2 yrs latest)
- Joining time / Notice Period: Immediately
quality products. We believe in ownership and are looking for people driven to
continuously ship new, impactful features and capabilities for our users.
Experience: 2- 4 years (min)
Functional Area: Front/Back-end web development
Apply if you have:
Cloud app development experience
Strong Python – Django / Django Rest Framework and ReactJS experience
Advanced knowledge of Python and relational databases
Experience with SQL and NoSQL databases
Experience with building, modifying and extending API endpoints (REST or GraphQL) for data retrieval and
persistence
Creating high performance UI etc.
Experience with the full software development life cycle, including requirements collection, design,
implementation, testing, and operational support
Analytical capabilities and logical approach to problem-solving
Experience with scrum or other agile software development methodology
Hands on experience in DevOps & have significant familiarity with DevOps Tools
Build and Manage continuous deployment of software (CI/CD)
Must have dedication and commitment towards work
Deliver the assigned tasks within the stipulated timeline
What you will do:
Work on existing software solutions or new systems on the specified programming language
Translating designs and wireframes into high-quality code
Ensure the best possible performance, quality of the solution you are working on
Working closely with business analysts, software engineers, product managers, designers and other stakeholders
Write well designed and efficient code by adhering to the specified coding standards
Mentor and support other team members by doing code reviews and applying your experience in process and
technical leadership.
Qualification:
Education: BE Computer Science, MCA or equivalent with 60% marks.
Must have excellent communication and written communication skills
Employment: Full time – Permanent
Salary: Hike in Current Salary (No bar for Right Candidate)
UX Designers are responsible for the end-to-end execution of a project. You should have highly developed design skills and good communication ability. You are the right fit if you enjoy creating interfaces, love challenges, and designing digital products
Role & Responsibilities
Conduct workshops and collaborate with other designers and stakeholders to understand business needs, user needs & to achieve the goals of the project.
Create personas to understand target audiences, craft user journeys, and use cases for the product
Create design assets that showcase relationships between product features, users, and data
Create high-quality wireframes that fulfill the goals of the product in a highly efficient and simple manner
Audit designs that are already developed to identify improvements or conduct usability tests on your designs Must have Skills
Critical thinking and highly developed wireframing, presentation, and prototyping skills
Very keen attention to detail
Excellent documentation skills
Proficiency with modern design and prototyping tools like Figma
Ability to present and explain your work to others with articulate communication
Ability to plan & deliver projects on time. Expected Outcomes
High-quality wireframes, prototypes, and documents that meet the goals of the project. Continuous communication between internal teams, project managers, and stakeholders
Documentation of the screens designed for a smooth handover to visual designers and developers
Special Notes
Freshers are not eligible
Education criteria are not strict
A Detailed portfolio is a must in which only individual projects/work must be showcased.
The ability to create illustrations is preferred but not required.