As an ML/AI Engineer at Astrafy, you will work on various projects to help our customers build, deploy, and scale ML/AI models in production. You will collaborate closely with both technical and business teams to create tailored ML/AI solutions.
On The Business Side
- Engage with stakeholders to understand the business objectives and identify ML/AI opportunities.
- Analyze available data sources to assess feasibility and design model deployment strategies.
- Define and align project goals with measurable KPIs.
- Design and develop machine learning models using PyTorch, TensorFlow and other frameworks.
- Implement MLOps practices to automate the training and deployment and monitoring of models using tools like Kubeflow
- Build scalable pipelines for model training, testing, and deployment.
- Ensure that models are fully automated, from data preprocessing to production deployment.
- Collaborate with data engineers and other stakeholders to optimize model performance.
You will be encouraged to contribute by writing articles that enhance Astrafy’s impact and foster collaboration across the industry.
Your profile
- Proficiency in machine learning algorithms, model development, and deployment
- Strong understanding of MLOps practices for automating the full model lifecycle
- Experience with Google Cloud, particularly Vertex AI and BigQuery
- Experience working on solutions using LLMs especially in Retrieval Augmented Generation
- Strong programming skills in Python and frameworks like TensorFlow or PyTorch
- Familiarity with data preprocessing, model tuning, and performance optimization
- Attention to detail and quality with excellent problem-solving
- You have an analytics and solution-oriented mindset
- You work well in a team as well as independently
- Excellent communication and collaboration skills (both with your colleagues as well as with external stakeholders)
- You are fluent in English; knowledge of French or Spanish is a plus
- Ability to work independently and in teams, with excellent problem-solving and communication skills
- Experience with LangChain, LangGraph, dbt is a plus
- You must be eligible to work in Europe
Was this list a bit much? Don't worry - we don't expect you to tick every box from the beginning.
Why us?
- An attractive salary package, with no blurry or hidden clauses. Everything we offer is open-source via our Gitbook. Check it out here (https://astrafy.gitbook.io/handbook/its-all-about-people/compensation).
- An exciting job where technology innovation is not a buzzword but a reality.
- Be part of a dynamic team that shares strong values. Check out our “Culture and Values” chart here (https://docs.astrafy.io/handbook/the-company/culture-and-values).
- Continuous training & development of soft and hard skills. Check out our training policy here (https://docs.astrafy.io/handbook/its-all-about-people/training).
- Flexible working hours and remote policies. Check it out here (https://docs.astrafy.io/handbook/the-company/remote-work).
- An excellent team of colleagues & regular team-building activities. Check it out here (https://docs.astrafy.io/handbook/its-all-about-people/team-building-and-retreat).
About Us
Our mission is to help companies and individuals solve data analytics challenges across the full data journey—from ingestion to transformation to distribution—leveraging a Modern Data Stack. We find that many organizations lack the internal expertise to harness emerging data tools, and we aim to educate them while implementing powerful solutions.
We achieve this by creating a new kind of consulting company that:
- Fosters Creativity & Strategic Thinking: We embrace out-of-the-box solutions tailored to each client’s needs.
- Prioritizes Education: We ensure every project delivers both technical solutions and the knowledge to sustain them.
- Invests in People: We nurture our employees’ growth and well-being, recognizing they are our most important asset.
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