Mirigos

Key Responsibilities

Cross-Functional Collaboration

• Partner with Product teams to implement model changes, performance optimizations, and feature enhancements based on business requirements
• Conduct model tuning sessions with Product stakeholders to align AI capabilities with user experience goals
• Engage with various stakeholders to gather specifications, define technical requirements, and establish project scope for AI/ML initiatives
• Facilitate requirement-setting sessions with business teams to translate functional needs into technical AI/ML solutions

Technical Development & Production

• Collaborate closely with Senior Data Scientists to transition experimental model prototypes into robust, production-ready systems
• Participate in code reviews and technical discussions to ensure models meet scalability, performance, and reliability standards
• Support the productionization process including model deployment, monitoring, and maintenance workflows

Core AI & Machine Learning Skills

AI Fundamentals

• Proficiency in basic prompt engineering techniques and best practices for optimizing AI model interactions
• Experience with Large Language Model (LLM) API integration and usage across various platforms
• Hands-on experience with model finetuning processes to adapt pre-trained models for specific use cases
• Knowledge of model distillation techniques to create efficient, lightweight models from larger architectures

Natural Language Processing

• Working knowledge of embedding models and their applications in text analysis
• Experience implementing semantic analysis solutions for content understanding and similarity matching
• Proficiency in batch processing workflows for large-scale NLP tasks and data pipeline management

Data Science & Analytics

Statistical Foundation

• Solid understanding of hypothesis testing methodologies and statistical significance evaluation
• Experience with regression analysis techniques for predictive modeling and trend analysis
• Knowledge of classification algorithms and their appropriate use cases
• Familiarity with decision tree models, including implementation and interpretation

Technical Skills

Programming Languages

• Must have: Proficiency in Python for data science, machine learning, and automation tasks
• Nice to have: Working knowledge of Ruby for web development and scripting applications

Infrastructure & Data Management

• Experience with Amazon Web Services (AWS) cloud platform and core services
• Basic database management skills including query optimization and data modeling
• Understanding of software engineering principles including version control, testing, and deployment practices

Experience Level

This role is suitable for candidates with 2-4 years of relevant experience or new graduates with strong academic background and demonstrated project experience in AI/ML applications.

Preferred Qualifications

• Bachelor's degree in Computer Science, Data Science, Engineering, or related technical field
• Portfolio of projects demonstrating practical application of the above technologies
• Experience working in collaborative development environments
• Strong problem-solving skills and ability to learn new technologies quickly
• Excellent communication skills for cross-functional collaboration with technical and non-technical stakeholders

Key Responsibilities

Cross-Functional Collaboration

• Partner with Product teams to implement model changes, performance optimizations, and feature enhancements based on business requirements
• Conduct model tuning sessions with Product stakeholders to align AI capabilities with user experience goals
• Engage with various stakeholders to gather specifications, define technical requirements, and establish project scope for AI/ML initiatives
• Facilitate requirement-setting sessions with business teams to translate functional needs into technical AI/ML solutions
   

Technical Development & Production

• Collaborate closely with Senior Data Scientists to transition experimental model prototypes into robust, production-ready systems
• Participate in code reviews and technical discussions to ensure models meet scalability, performance, and reliability standards
• Support the productionization process including model deployment, monitoring, and maintenance workflows
   

Core AI & Machine Learning Skills

AI Fundamentals

• Proficiency in basic prompt engineering techniques and best practices for optimizing AI model interactions
• Experience with Large Language Model (LLM) API integration and usage across various platforms
• Hands-on experience with model finetuning processes to adapt pre-trained models for specific use cases
• Knowledge of model distillation techniques to create efficient, lightweight models from larger architectures
   

Natural Language Processing

• Working knowledge of embedding models and their applications in text analysis
• Experience implementing semantic analysis solutions for content understanding and similarity matching
• Proficiency in batch processing workflows for large-scale NLP tasks and data pipeline management
   

Data Science & Analytics

Statistical Foundation

• Solid understanding of hypothesis testing methodologies and statistical significance evaluation
• Experience with regression analysis techniques for predictive modeling and trend analysis
• Knowledge of classification algorithms and their appropriate use cases
• Familiarity with decision tree models, including implementation and interpretation
   

Technical Skills

Programming Languages

• Must have: Proficiency in Python for data science, machine learning, and automation tasks
• Nice to have: Working knowledge of Ruby for web development and scripting applications
   

Infrastructure & Data Management

• Experience with Amazon Web Services (AWS) cloud platform and core services
• Basic database management skills including query optimization and data modeling
• Understanding of software engineering principles including version control, testing, and deployment practices
   

Experience Level

This role is suitable for candidates with 2-4 years of relevant experience or new graduates with strong academic background and demonstrated project experience in AI/ML applications.
 

Preferred Qualifications

• Bachelor's degree in Computer Science, Data Science, Engineering, or related technical field
• Portfolio of projects demonstrating practical application of the above technologies
• Experience working in collaborative development environments
• Strong problem-solving skills and ability to learn new technologies quickly
• Excellent communication skills for cross-functional collaboration with technical and non-technical stakeholders

About us

We are a climate-tech gaming startup co-founded by founder of Unity and ex CTO of Electronic Arts, & Climate Tech entrepreneurs. Our PS5 app matches every kilowatt-hour a player console uses with new wind or solar power, turning playtime into clean-energy demand. Users see their impact in real time and unlock exclusive in-game rewards from partner titles such as PGA Tour 2K25. We combine a consumer app, an analytics-rich clean-energy platform, and B2B integrations for publishers. Backed by top climate investors, we’re scaling from beta to global multi-platform launch. Join us to help gamers power the green transition—one gaming session at a time. We are an early stage start-up, we’ve officially launched in Q1 2025!

The Job

We are seeking a driven and innovative Unity Developer to help us build the next iteration of our PlayStation app. This role involves adding a set of new features to our current Beta app. The ideal candidate will collaborate with cross-functional teams to iterate and test new features. We value intellectual prowess, creativity, ambition, and the ability to mesh and communicate effectively with a diverse remote team.

Key Responsibilities

• Build and maintain PS4/PS5 features (C#)
• Prototype new game-loop ideas that connect gameplay to renewable-energy data
• Integrate cloud services (AWS or Azure) for telemetry, clean-energy matching and tracking
• Collaborate with our design team to deliver polished UI/UX that highlights player impact and in-game rewards
• Optimize performance and memory for console certification
• Write clean, reusable code and participate in code reviews with the Director of Engineering
• You are comfortable collaborating with Product, Marketing, and Design teams

• Communicate regularly across stakeholders

   

What You Bring to the Table

• Bachelor's degree in computer science or information systems
• 3–5 years professional Unity development (C#)
• Proficiency in at least one other language (e.g., Python, JavaScript, Go)
• Hands-on experience deploying and scaling services on AWS or Azure
• Solid grasp of game design principles and UI/UX best practices
• Prior involvement or good understanding of a PS5 (or PS4) app release—understand TRCs and submission checklists
• Passion for clean tech, playable prototypes, and shipping high-quality code fast
• Strong communication and a collaborative mindset—you’ll be the Director of Engineering’s right hand in taking us from beta to global launch
• You are curious, optimistic, and a creative problem-solver. You embrace the unknown and are able to adapt to shifts in priorities. You look outside your day-to-day to ensure you are learning and growing
• Follow-through: you say what you’ll do, and do what you say. You don’t let details slip

About us

We are a climate-tech gaming startup co-founded by founder of Unity and ex CTO of Electronic Arts, & Climate Tech entrepreneurs. Our PS5 app matches every kilowatt-hour a player console uses with new wind or solar power, turning playtime into clean-energy demand. Users see their impact in real time and unlock exclusive in-game rewards from partner titles such as PGA Tour 2K25. We combine a consumer app, an analytics-rich clean-energy platform, and B2B integrations for publishers. Backed by top climate investors, we’re scaling from beta to global multi-platform launch. Join us to help gamers power the green transition—one gaming session at a time. We are an early stage start-up, we’ve officially launched in Q1 2025!

The Job

We are seeking a driven and innovative Unity Developer to help us build the next iteration of our PlayStation app. This role involves adding a set of new features to our current Beta app. The ideal candidate will collaborate with cross-functional teams to iterate and test new features. We value intellectual prowess, creativity, ambition, and the ability to mesh and communicate effectively with a diverse remote team.

Key Responsibilities

• Build and maintain PS4/PS5 features (C#)
• Prototype new game-loop ideas that connect gameplay to renewable-energy data
• Integrate cloud services (AWS or Azure) for telemetry, clean-energy matching and tracking
• Collaborate with our design team to deliver polished UI/UX that highlights player impact and in-game rewards
• Optimize performance and memory for console certification
• Write clean, reusable code and participate in code reviews with the Director of Engineering
• You are comfortable collaborating with Product, Marketing, and Design teams

• Communicate regularly across stakeholders

   

What You Bring to the Table

• Bachelor's degree in computer science or information systems
• 3–5 years professional Unity development (C#)
• Proficiency in at least one other language (e.g., Python, JavaScript, Go)
• Hands-on experience deploying and scaling services on AWS or Azure
• Solid grasp of game design principles and UI/UX best practices
• Prior involvement or good understanding of a PS5 (or PS4) app release—understand TRCs and submission checklists
• Passion for clean tech, playable prototypes, and shipping high-quality code fast
• Strong communication and a collaborative mindset—you’ll be the Director of Engineering’s right hand in taking us from beta to global launch
• You are curious, optimistic, and a creative problem-solver. You embrace the unknown and are able to adapt to shifts in priorities. You look outside your day-to-day to ensure you are learning and growing
• Follow-through: you say what you’ll do, and do what you say. You don’t let details slip