Stylumia

Senior Machine Learning Engineer - Time Series & Computer Vision

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Test your basic knowledge of Unity and Unreal Engine with this beginner-friendly quiz on game development fundamentals.

This assessment evaluates your understanding of Unity's component-based architecture, how GameObjects and their components interact, the hierarchy system with nested GameObjects, and how to reference them in scripts.

This assessment evaluates your understanding of Unity's NavMesh system, including navigation baking, NavMeshAgents, pathfinding, obstacles, and scripting interactions with NavMesh to create AI-driven movement.

An assessment to test the correct usage of Unity's events and lifecycle functions in the context of the game "Clash Royale"

- This assessment gives us an idea of your C++ skills - Companies that evaluate this skillset in interviews: Rockstar Games, Ubisoft, Mayhem Studios, etc. - 10 Multiple Choice questions - Average time to complete: 7 to 10 minutes

Let's assess your Data Structures! 📋 &nbsp;- This assessment gives us an idea of your problem solving skills using DSA - Companies that evaluate this skillset in interviews: MPL, LILA Games, GSN Games, etc. - 10 Multiple Choice questions - Average time to complete: 7 to 10 minutes

Let's assess your Programming Patterns! 📋- This assessment gives us an idea of your code architecture skills - Companies that evaluate this skillset in interviews: Dirtcube, PTW, Playshifu, etc. - 10 Multiple Choice questions - Average time to complete: 7 to 10 minutes

Let's assess your OOPs skills! 📋- This assessment gives us an idea of your fundamental OOPS concepts and Solid principles skills - Companies that evaluate this skillset in interviews: Hitwicket, GSN Games, Tomo Club, etc. - 10 Multiple Choice questions - Average time to complete: 7 to 10 minutes

Let's assess your Unity Skills 📋 - This assessment gives us an idea of your Unity fundamentals - Companies you can apply for after taking this assessment: Godspeed games, Salvation Games, nCore Games, etc. - 9 questions: 9 Multiple Choice - Minimum score needed to qualify: 80% - Average time to complete: 5 to 10 minutes

STAGE

Business Analyst - Content

Gameplay Galaxy

UA Manager

Social & Community Lead

Senior Data Engineer

Senior Game Programmer

Senior Game Designer

Lead UX/UI Designer

Lead Game Economy Designer

Data Scientist

As a Business Analyst - Content, you'll analyze complex data sets to understand user behavior, improve content recommendations, and optimize user experience.  You will work with cross-functional teams (product, engineering, content, marketing) to ensure data-informed decisions. Key responsibilities include tracking and analyzing content performance across cultures, creating dashboards and reports, analyzing viewer preferences, supporting content acquisition with performance insights, and building forecasting models to predict content success and ROI.  The role requires strong analytical skills, proficiency in SQL, Excel, product analytics tools (Mixpanel, Amplitude), and BI tools (Tableau).

Creative Manager

Creative Head

Content Acquisition Executive

Creative Content Manager - Bhojpuri Web Series

Bhojpuri Promotional Writer

Video Editor

Poster Designer

Brand Marketing Executive

Accountant

<div id="cw-rich-description" style="color:#171B27; margin-bottom: 32px;"> About the opportunity : As a Business Analyst - Content, you will play a critical role in analysing and interpreting complex data sets to help us understand user behaviour,improve content recommendations, optimize user experience, and drive strategic decisions. You will work closely with cross functional teams, including product, engineering, content,and marketing, to ensure our day-to-day work is strongly data-informed. <div> </div>Key responsibilities: <ol><li dir="ltr">Track and analyse content performance across regional cultures. </li><ul><li dir="ltr">Analyse metrics like watch time, completion rates, and engagement for content in different cultures </li><li dir="ltr">Compare performance across cultures to identify successful content patterns </li></ul><li dir="ltr">Create content performance dashboards and reports </li><ul><li dir="ltr">Build automated dashboards showing key content metrics </li><li dir="ltr">Generate regular reports on content performance for stakeholders and content team </li></ul><li dir="ltr">Analyse viewer preferences and behaviour by cultures and regions </li><ul><li dir="ltr">Study how different regions consume content. </li><li dir="ltr">Understand peak viewing times, preferred devices, and viewing patterns by cultures </li></ul><li dir="ltr">Support content acquisition with performance insights and forecasts </li><ul><li dir="ltr">Help acquisition team make data-driven decisions on content purchases </li><li dir="ltr">Predict potential performance of new content based on historical data </li></ul><li dir="ltr">Generate ROI analysis for content investments </li><ul><li dir="ltr">Calculate return on investment for different types of content </li><li dir="ltr">Compare ROI across cultures and genres </li></ul><li dir="ltr">Optimize content scheduling based on viewing patterns </li><ul><li dir="ltr">Recommend best release times for new content </li><li dir="ltr">Optimize content placement on platform based on viewing data </li></ul><li dir="ltr">Create content performance forecasting models </li><ul><li dir="ltr">Build models to predict content success </li><li dir="ltr">Develop viewership forecasts for new content releases </li></ul></ol>Our ideal candidate: Must have: ● 1-4 years of product analytics experience in a B2C context ● Proficiency with SQL, Excel, product analytics (Mix panel, Amplitude or similar) and Business Intelligence (Tableau or similar) tools ● Strong problem-solving skills and an insatiable curiosity to get behind the ‘why’of every problem statement ● Exceptional attention to detail and the ability to work both independently and collaboratively within a cross-functional team Should have: ● Ability to judge what metrics to measure for different problem statements ● Ability to design and run experiments independently ● Ability to write great analysis documents/notes to succinctly communicate your findings to a broad audience ● Experience designing event tracking schemas Nice to have: ● Experience in the OTT/entertainment industry <div dir="ltr"> </div><div> </div> </div>

Paid - Game Dev Bootcamp

Paid - Fullstack Game Development Bootcamp

Follow Mayank - career advice

Follow Mayank Grover for game development resources

Free | C# | Midnight Pizza Fight

Free | C++ | Lethos

Free | C++ | Pong

Paid - Game Programming Patterns

Paid - Game Programming with Programming Patterns

Follow Abhishek - tech content

Follow Abhishek Smith for game programming content

This assessment gives us an idea of your C++ skills- Companies that evaluate this skillset in interviews: Rockstar Games, Ubisoft, Mayhem Studios, etc.- 10 Multiple Choice questions- Average time to complete: 7 to 10 minutes

Let's assess your Data Structures! - This assessment gives us an idea of your problem solving skills using DSA- Companies that evaluate this skillset in interviews: MPL, LILA Games, GSN Games, etc.- 10 Multiple Choice questions

Data Structures and Algorithms

Let's assess your Programming Patterns! ????- This assessment gives us an idea of your code architecture skills- Companies that evaluate this skillset in interviews: Dirtcube, PTW, Playshifu, etc.

Programming Patterns

Let's assess your OOPs skills! ????- This assessment gives us an idea of your fundamental OOPS concepts and Solid principles skills- Companies that evaluate this skillset in interviews: Hitwicket, GSN Games, Tomo Club, etc.

Object Oriented Programming

Let's assess your Unity Skills ????- This assessment gives us an idea of your Unity fundamentals- Companies you can apply for after taking this assessment: Godspeed games, Salvation Games, nCore Games, etc.

Unity Game Engine

Unity Event Functions - Clash Royale

Unity Component System

Unity NavMesh Agent

Game Dev Assessments

Stylumia seeks a Senior Machine Learning Engineer specializing in Time Series & Computer Vision.  Ideal candidate will have expertise in Python, data science libraries, and ML frameworks like TensorFlow/PyTorch. Proven track record of building predictive models, especially in time series forecasting, is crucial.

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 About UsStylumia believes in augmenting human intelligence in fashion and lifestyle retail for a better world. With relevant data and the right technology, people and businesses in fashion and lifestyle retail can solve challenging problems and improve the world. In 2015-16, when we looked at the available technology and solutions, we saw that fashion forecasting and demand planning are subjective. We saw these methods do not solve the fundamental challenge in fashion trend spotting, and trend forecasting, and the business metrics of full-price sell-through continue to remain around the 50% mark creating over USD 750 billion/annum of wastage globally. The fashion industry's biggest wastage is caused by ill-informed decision-making. We saw a need for a different kind of technology and approach, and we knew it would need a different type of company to build it. We formed Stylumia, a Deep Tech company solving fundamental retail challenges. Stylumia.ai is a global innovation-first Retail AI organization. We have products that impact the daily lives of varying multi-disciplinary personas across the value chain as we strive to help them eliminate wastage in the industry, by augmenting their decisions with consumer-backed insights. Qualifications/Requirements <ul><li>Ability to self-start &amp; work in a challenging environment by navigating ambiguity &amp; by bringing structure. Work to solve problems vertically i.e. bringing in 0 to 1 progress.</li><li>First Principle Problem Solving </li><li>Around 2-4 years of experience working in a role within a quantitative field (e.g. Data Science, Applied Maths, Time Series Forecasting &amp; Operations Research, Statistics, Computer Science, AI, Economics, or Engineering) </li><li>Expertise in Python with strong coding skills, especially in data science libraries &amp; frameworks such as pandas, numpy, scikit-learn, Tensorflow/PyTorch, pyspark, and experience with modern ML frameworks like Hugging Face Transformers.</li><li>Strong expertise in data wrangling &amp; analyzing massive complex datasets, structured &amp; unstructured. </li><li>Proven track record of extracting data insights &amp; building ML models, especially in the areas of Predictive analytics, time series forecasting (Statistical models + Global models + LLM-based), and operations research through projects or internships taken earlier. Share links projects/Github repos </li><li>Ability to work with cross-functional teams with high levels of collaboration</li><li>Fundamental knowledge of Explainable AI and decoding Blackbox models.</li><li>Proficiency in data visualization is a good to have - We look for candidates who are good at Storytelling.</li><li>Strong written, verbal &amp; interpersonal communication skills. Ability to communicate at all levels in the organization - Share blogs , articles that you have worked on which showcases your writing skills. Writing Is Thinking</li><li>Strong problem-solving &amp; project management skills &amp; ability to handle multiple projects simultaneously &amp; challenge the status quo in the organization if required.</li></ul>
 Responsibilities <ul><li>Contribute to all the stages of data science projects: from translating a complex business problem into a data science problem to performing data analysis &amp; modeling, and providing solutions to the business.</li><li>Work closely with the forecasting team on fast-moving projects involving research and development within demand forecasting, allocation optimization, inventory planning, and other Retail use cases.</li><li>Collaborate closely with leadership, engineering, and other stakeholders including product managers, and business and customer success teams to deliver impactful business insights.</li><li>Work &amp; Operate with a higher level of integrity (Do What We Say) &amp; ability to expect the same in return from your co-workers.</li><li>Engage in both research and engineering tasks, as we believe the boundary between these areas has dissolved with the advent of large models. Be prepared to conduct research and implement engineering solutions as needed.</li></ul>
 Compensation &amp; Employee Benefits <ul><li>Competitive Pay*</li><li>Wealth Generation - Employee Stock Options (ESOPs) to own a stake in our success.</li><li>No leave policy - We believe in trust and empowerment, allowing you to take the necessary time without any restrictive leave policy. Say goodbye to stressful leave approvals and hello to work-life harmony.</li><li>Hybrid work setup</li><li>Health Insurance with $O payroll deduction - Your well-being is our priority, and we've got you covered without financial strain!</li></ul>
 Note: At Stylumia, engineers engage in substantial research, and researchers contribute significantly to engineering efforts. We value candidates who can bridge the gap between cutting-edge AI research and practical implementation in production environments.
 
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