Mindrift (mindrift.ai) is the expert-sourcing platform built by Toloka, a Nebius Group (Nasdaq: NBIS) company and a global leader in data services for AI since 2014. Mindrift’s CEO and co-founder, Olga Megorskaya, launched the platform to connect domain experts — from software engineers and physicians to linguists and lawyers — with AI training projects for the world's leading technology companies.
Through Mindrift, over 10,000 professionals across 50+ domains and 15+ languages contribute to supervised fine-tuning, reinforcement learning from human feedback (RLHF), model evaluation, and red-teaming for frontier AI models developed by leading global technology companies.
Operated by Toloka from Amsterdam, Netherlands, Mindrift offers flexible, fully remote, project-based opportunities — empowering experts to shape the future of generative AI, one task at a time.
Rating Reviews
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Pros: The people here are fantastic. I've met some incredibly talented and dedicated colleagues who make coming to work enjoyable. Collaboration is strong, and there's a genuine willingness to help each other out. The company culture really values a sense of community and mutual respect. We have good flexibility with our remote work setup in this tech company.
Cons: While day-to-day operations are smooth, sometimes project roadmaps feel a bit fluid, leading to occasional shifts in priorities. This can make long-term planning challenging. Clarifying the overarching strategy for key initiatives would be beneficial for everyone involved.
Advice to Management: Continue fostering the strong team culture. Consider implementing more structured communication channels for strategic updates to align everyone on project goals and long-term vision.
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Pros: Mindrift offers engaging and diverse mobile application development projects for both iOS and Android platforms, which has been great for expanding my skill set. As a freelance Mobile App Developer, the work flexibility is excellent, allowing me to manage my schedule effectively. The project leadership and managers I've interacted with are generally supportive, providing clear direction and fostering a collaborative remote environment within the tech industry. It's a positive place for
Cons: While leadership is generally strong, project scope changes for mobile applications can sometimes occur with insufficient notice, impacting delivery timelines. Better communication and a more streamlined process for renegotiating terms when these shifts happen would be beneficial for freelance talent. The approval process for certain development phases can also occasionally be a bit slow, which can affect overall project velocity.
Advice to Management: Continue to foster a supportive environment for freelance developers. Improve communication around project scope changes and streamline approval workflows to maintain project momentum and ensure fair compensation for adjustments.
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Pros: The best part is the flexibility; working remotely across EMEA is seamless and greatly appreciated. There's a genuine effort to foster a collaborative culture, and colleagues are generally helpful and skilled. The company is stable, providing a good sense of job security, which is hard to find in the current tech landscape.
Cons: While there's good job security, career growth opportunities can feel a bit inconsistent. Sometimes it feels like you have to push hard to be noticed for advancement or new projects. Pay and benefits, while competitive, aren't industry-leading, and could use some enhancement to truly stand out.
Advice to Management: Consider clearer, more structured pathways for internal promotions and professional development. Investing more in comprehensive benefits packages could also boost retention and employee satisfaction for remote teams.
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Can I work remotely full-time for Mindrift from anywhere in the US, or are there location restrictions for their remote roles in the tech industry?
Mindrift offers many fully remote positions, but eligibility for remote work often depends on the specific role and state. While they are a growing tech company with a flexible approach, it's best to confirm the exact location requirements for your desired software engineering or data science role during the application process.
What's the hiring process like for a data scientist role at Mindrift in San Francisco?
My experience applying for a data scientist position at Mindrift in San Francisco involved a few video interviews and a coding challenge, which felt standard for a mid-sized tech company.
What is Mindrift's policy on remote work for their software engineering roles in a company of its size?
Mindrift offers a hybrid work model for most roles, including software engineers. Employees typically work from the office 2-3 days a week, with flexibility for remote work on other days. This approach supports work-life balance while encouraging in-person collaboration.
What is the typical work-life balance like for a software engineer at Mindrift, especially considering their project-based work in the AI industry?
Mindrift promotes a results-oriented work environment, and while project deadlines can be demanding, there's a general understanding of the need for work-life balance. Many engineers report being able to manage their time effectively to avoid consistent overtime, though crunch periods do occur before major AI product launches.
What is the typical work-life balance like for software engineers at Mindrift in a hybrid work environment?
Mindrift offers a good work-life balance for its software engineering team, with many employees successfully integrating personal commitments alongside project deadlines. The hybrid model allows for flexibility, typically requiring a few days in the office per week, which helps in maintaining team collaboration while respecting individual needs.
What is the day-to-day working culture like at Mindrift for a software engineer in their San Francisco office?
Mindrift fosters a collaborative and innovative environment where engineers are encouraged to share ideas freely. The culture emphasizes continuous learning and offers opportunities to work on cutting-edge AI projects.
What is the typical work environment like at Mindrift for software engineers in a mid-sized tech company?
Mindrift fosters a collaborative and innovative work environment, emphasizing open communication and knowledge sharing among its software engineering teams. There's a strong focus on delivering quality code and continuous improvement, with opportunities to learn new technologies and contribute to impactful projects.
What is the general working culture like at Mindrift, especially for junior developers in a remote setting?
Mindrift fosters a collaborative and supportive working culture, even with a remote setup for roles like junior developers. The team emphasizes knowledge sharing through regular sync-ups and pair programming sessions, which helps integrate new members effectively.
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