Mirigos

Joined in 2020
100% answers
Mirigos is a boutique firm helping companies solve their hiring challenges by helping build and manage distributed teams
  • · 77 views · 25 applications · 14d

    AI / ML Engineer

    Full Remote · Worldwide · Product · 2 years of experience · Upper-Intermediate
    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...

    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
    More
  • · 97 views · 35 applications · 14d

    AI / ML Engineer

    Full Remote · Worldwide · Product · 2 years of experience · Upper-Intermediate
    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...

    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
    More
  • · 151 views · 29 applications · 13d

    Unity Developer

    Full Remote · Worldwide · Product · 3 years of experience · Upper-Intermediate
    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...

    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
    More
  • · 206 views · 30 applications · 13d

    Unity Developer

    Full Remote · Worldwide · Product · 3 years of experience · Upper-Intermediate
    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...

    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
    More
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