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Careers at Madfish
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Senior AI Engineer

5 Oct 2025
Verified by Turrior

Content + Source + Freshness • 11 Dec 2025 • 95% confidence

88 / 100

Offer value

Strong offer value due to the demand for advanced AI engineering skills, combined with opportunities for professional growth and significant impact in innovative projects.

  • Cutting-edge work in AI with innovative startups
  • Strong career development opportunities
  • Remote position with flexibility
  • Competitive expectations for technical proficient candidates
Pros
  • Work with cutting-edge technology and innovative startups
  • Remote work flexibility
  • Opportunities for professional training and certifications
Cons
  • High expectations for technical expertise and experience
  • Potential for project-based work requiring adaptability
  • May require continuous learning to keep up with fast-paced industry developments

Who it's for

Senior • Remote

Good fit
  • Senior AI/ML engineers
  • Tech-savvy problem solvers
  • Professionals eager to explore new AI tools and frameworks
Not recommended for
  • Junior engineers without relevant experience
  • Candidates resistant to rapid change and innovation
  • Persons seeking strictly routine work environments

Motivation fit

Excitement about pioneering in AI and tech innovationDesire to work closely with startups and fast-paced projectsWillingness to continuously learn new technologies

Key skills

MLOps pipeline developmentDeep learning frameworks (PyTorch, etc.)Cloud services (AWS)Cross-team collaboration
Score: 88/100 AI verified analysis

About the job

Automat-it is where high-growth startups turn when they need to move faster, scale smarter, and make the most of the cloud. As an AWS Premier Partner and Strategic Partner, we deliver hands-on DevOps and FinOps and GenAI support that drives real results.

We work across EMEA and the US, fueling innovation and solving complex challenges daily. Join us to grow your skills, shape bold ideas, and help build the future of tech.

We seek an experienced Senior AI Engineer to join our team. You will work hands-on with innovative startups' Data Science and R&D teams and be in charge of various projects. You will develop robust MLOps pipelines, create cutting-edge Generative AI solutions, implement the latest technologies, and ensure the customers’ success by overseeing the project from inception to completion.

📍 Work location - remote from Ukraine

If you are interested in this opportunity, please submit your CV in English.

Responsibilities:

  • Design, build, and deploy GenAI systems using LLMs for real-world applications, including agentic workflows, RAG pipelines, and orchestration logic.
  • Implement multi-step reasoning systems using frameworks like LangChain, LangGraph, Strands Agents, CrewAI, and Bedrock Agents.
  • Optimize retrieval pipelines with efficient embedding strategies and vector stores such as OpenSearch, PostgreSQL pgvector, Pinecone, and others.
  • Rapidly experiment with and integrate new research and GenAI tooling into scalable prototypes and customer-ready solutions.
  • Collaborate with cross-functional teams to ship AI-powered features and assist in aligning AI efforts with business goals.

Requirements:

  • 3+ years of experience in AI/ML engineering with a track record of building and shipping production-grade AI systems.
  • 5+ years of hands-on experience with Python and deep learning frameworks such as PyTorch and HuggingFace Transformers.
  • Experience with orchestration frameworks such as LangChain, LangGraph, Strands Agents, CrewAI, and Bedrock Agents.
  • Solid understanding of embedding strategies, retrieval optimization, and semantic search using vector stores.
  • Experience with AWS services, including Bedrock, SageMaker, Lambda, and other serverless and container-based deployment approaches.
  • Familiarity with MLOps practices, including CI/CD for models, monitoring, and reproducibility in cloud-native environments.
  • Strong communication skills and the ability to collaborate across product and engineering teams.
  • Fluent written and verbal communication skills in English

Benefits

  • Professional training and certifications covered by the company (AWS, FinOps, Kubernetes, etc.)
  • International work environment
  • Referral program – enjoy cooperation with your colleagues and get a bonus
  • Company events and social gatherings (happy hours, team events, knowledge sharing, etc.)
  • English classes
  • Soft skills training

Country-specific benefits will be discussed during the hiring process.

Automat-it is committed to fostering a workplace that promotes equal opportunities for all and believes that a diverse workforce is crucial to our success. Our recruitment decisions are based on your experience and skills, recognising the value you bring to our team.

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