
Data Scientist (Product Company, Top b2c product company only
at Talent Pro
Strong Data Scientist/Machine Learnings/ AI Engineer Profile
Mandatory (Experience 1) – Must have 2+ years of hands-on experience as a Data Scientist or Machine Learning Engineer building ML models
Mandatory (Experience 2) – Must have strong expertise in Python with the ability to implement classical ML algorithms including linear regression, logistic regression, decision trees, gradient boosting, etc.
Mandatory (Experience 3) – Must have hands-on experience in minimum 2+ usecaseds out of recommendation systems, image data, fraud/risk detection, price modelling, propensity models
Mandatory (Experience 4) – Must have strong exposure to NLP, including text generation or text classification (Text G), embeddings, similarity models, user profiling, and feature extraction from unstructured text
Mandatory (Experience 5) – Must have experience productionizing ML models through APIs/CI/CD/Docker and working on AWS or GCP environments
Mandatory (Company) – Must be from product companies, Avoid candidates from financial domains (e.g., JPMorgan, banks, fintech)

Similar jobs
Looking for integration of Signavio tool with other systems like Teams, SNOW, EXTOLLO, Alice etc., Optimization and automation of the processes are needed Enhance the integrations with other systems, look for optimization & automation Candidate should have good knowledge on the above languages and frameworks Hands on experience and good at handling the business connects is must Should have good communication skills & Analytical Skills Good to have: UI Frameworks like ReactJS and Angular Should be able to understand the complete framework of application/tool Understanding on the integrations & configurations with integrated DB and other technology classes layers is added advantage Good team player and be ready to work individually and also team level Education: BE/B. Tech in relevant stream and equivalent degree in computer science
Job Description
Condé Nast has a huge global footprint across 32 countries worldwide with total monthly visitors reaching more than 550 million. We aim to inspire, inform and entertain our audiences through our portfolio of well known brands such as Vogue, Wired, Vanity Fair, Architectural Digest, GQ and many other leading brands.
Condé Nast has operations in America, Europe, South America and Asia.
The company is undertaking the biggest transformation in its history, driving towards expanding both its operations and its reach through diversifying the digital business models for our brands. Major areas of focus will include video and streaming platforms, increasing subscriptions and memberships, growing our events business, and ensuring we maintain a high level of standard on the products we are already proud of delivering to our customers. Migrating and consolidating to a more centralised set of technologies and capabilities that can be easily leveraged by any brand or product experience is also a top business priority.
Engineering is responsible for scaling, building, deploying websites that serve over 500 million users globally. The global engineering team includes Product Engineering, Platform Engineering and Core Engineering.
About Platform Engineering
Our mission is to build modern media platforms to serve our omni-channel experiences for our portfolio of global brands such as Vogue, Wired, Vanity Fair, and Glamour which currently reaches over 500 million monthly users. We need your help to create new capabilities, and strengthen our existing ones, so that our brands can reach wider audiences through engaging digital experiences.
Quality, performance, experimentation, and speed of delivery are all principles at the heart of what we do as a Platform Engineering group. We have strong capabilities in areas such as editorial tooling, content delivery, design systems, advertising and commerce that we will continue to improve and grow. 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 Product vision, backed by rigorous techniques. That’s why we have been investing in baking in experimentation into our platforms through a/b and multivariate testing. Currently we run hundreds of experiments in production every day!
You will be working alongside international colleagues across US, London, and India. We strongly emphasise cross-functional working through partnering directly with Product, Data, Design, UX and Delivery.
The Role
We’re looking for a React.js and Node.js engineer, with strong js fundamentals to join our team. We ideally hire engineers who are comfortable across the full stack, but we know you'll have a preference about being on the front- or back-end. As long as you're happy to work on both sets of tasks and willing to learn – you should carry on reading!
Our Tech
● Languages and Frameworks, in the priority: Javascript, Node.js, React.js, (Good to have - Ruby, Rails)
● Data: SQL, MongoDB, GraphQL, Elasticsearch
● Deployment: Docker, AWS, Kubernetes
● Source Control: Git, GitHub
How we work
● We take an agile approach to software development and build our software incrementally and responsively to usage, learning as we go.
● Infrastructure as Code everywhere.
● Pairing. We like knowledge sharing and upskilling.
● Remote friendly. We work with engineers across time zones & locations.
● Teams are responsible for their own apps and are on-call for emergencies.
Role and responsibilities
● Working on our collection of Node and Rails apps.
● Working on our front-end web-based apps, using React and other frameworks.
● Shipping features and services to millions of customers, multiple times per day.
● Building scalable and robust software to handle User Generated Content.
● Collaboratively working with our amazing infrastructure team.
● Mentoring colleagues at every level, and a willingness to be mentored by them
● Supporting your Tech Lead and Engineering Manager in technical decision making, solution design, and estimations.
● Pairing with members of your team to identify the most optimal solution. Regularly conducting code reviews to ensure high standards of engineering quality in the code that we write.
● Working within a cross-functional team that includes designers, business and product leads, UX engineers, and others.
● Designing and monitoring metrics and logs. We use Kibana, ElasticSearch and Datadog extensively, but as long as you’re aware of how important observability is, we don’t mind what tools you may have used in the past.
● Taking part in our 24/7 “On Call” rota to troubleshoot any major operational issues out of hours. Teams are responsible for their own apps availability and reliability.
About you - Essential skills
● You have a BE / BTech or equivalent experience
● You’re a software engineer.
● Expert knowledge of JavaScript, Node.js, and browser technologies.
● Expert understanding of React.js or other comparable framework and JavaScript testing frameworks and test-driven development.
● Working understanding of Cloud Native architecture, containerisation, Docker, AWS, CI/CD, and DevOps culture.
● Practical experience in the use of leading engineering practices and principles.
● Practical experience of building robust solutions at large scale. We serve traffic in the many millions every month so our products need to scale seamlessly to meet our customer demands.
● Appreciation for functions of Product and Design, experience working in cross-functional teams.
● You’ll try to make the codebase nicer for the next person that visits it.
● You’re someone who’ll own every step of the development process; from refining tickets to shipping the code to production.
● You’ll do your best, and ask for help when it’s needed.
● You have an interest or desire to learn about every part of the stack; from the latest JavaScript standards, to GraphQL, to accessibility, and the infrastructure we deploy to.
● Someone who can communicate in a variety of media (through Slack and in person) effectively within their team, outside of their team, and with people in our product and design families, to even our users.
● Able to effectively communicate technical concepts to different audiences.
● Business proficiency in spoken and written English.
About you - Desirable skills
● Experience of working with international teams across multiple time-zones and a willingness to accommodate those time zones with flexible working hours (with an expectation that your team members will do the same for you)
● Mentoring and/or management experience
● Knowledge of and interest in continuous integration, testing strategies, design systems, software architecture, distributed computing, protocol design, data and analytics, user experience, accessibility, internationalisation, scalability and web performance.
● Experience and/or interest in working with digital advertising
● Experience and/or interest in working in publishing
● Experience and/or interest in working with Fashion
● Proficiency working with a variety of third party APIs and developer tools
Skills
strong communication and presentation skills
- the ability to influence and negotiate with others
- commercial awareness
- the ability to think creatively and strategically
- organisational skills
- self-motivation and the ability to be motivated by targets
- resilience
- basic IT skills.
What you will do:
- Understanding the ecosystem of an idea and taking a domain-oriented approach to conceptualize the product and deriving innovative directions, yisuals and experiences
- Effectively communicating the idea behind the design and product concepts to a diverse audience through wireframes, storyboards, user flows, process flows and product maps
- Designing project and concept-specific graphics
- Compiling designs into thoughtful interactive prototypes
- Conducting on ongoing user research
- Collaborating with teams to ensure smooth adoption of designs and delivery of products
What you need to have:
- Proficiency with vector graphics tools such as Figma/Sketch/AI (Preferably Figma)
- Ability to visualize the big picture of a project into product concepts and design directions
- Good understanding of the web and mobile app design ecosystem
- Ability to use prototyping tools
- A knack to stay updated about the latest design trends, techniques and technologies
- Using the latest technologies to solve real problems for our customers at a massive scale
- Collaborating closely with other engineers as a valuable member of a cross-functional team
- Sharing your knowledge and building creative solutions while helping the team evolve best practices
- Designing, developing, and deploying backend services with a focus on high availability, low latency, and scalability
- Taking end-to-end responsibility for the services that are owned by your team, including taking part in an on-call rotation
Who you are
- A minimum of B.S. degree in Information Technology or Computer Science or 5+ years in a similar position
- Able to adapt, change and grow quickly as we scale the organization
- Passionate about engineering practices like agile, continuous delivery, test-driven development, traceability, and observability
- Growth mentality is curious and not afraid to be experimental.
- You share your ideas and continuously improve yourself and the team around you
- Solid experience as an Engineer designing, developing and maintaining API driven solutions
- Strong communication skills, high integrity, and great attention to detail
You’ll get to work with:
- Docker and Kubernetes
- Go and/or PHP
- PostgreSQL, Elastic Search, RabbitMQ
- Memcache, Redis
- Microservices architecture
- ELK, Jaeger, Prometheus & Grafana
- Bachelor’s degree in Computer Science, Information Technology, or a similar field.
- Previous experience working as a React.js Developer.(2-8 years)
- In-depth knowledge of JavaScript, CSS, HTML, and front-end languages.
- Knowledge of REACT tools including React.js, Webpack, Enzyme, Redux, and Flux.
- Experience with user interface design.
- Knowledge of performance testing frameworks including Mocha and Jest.
- Experience with browser-based debugging and performance testing software.
- should have hands-on experience in backend software development using Java.
- should have proven expertise in Spring Boot REST/Microservices.
- should have working experience with relational and NoSQL databases.








