acto (formerly: insightsON)

Machine Learning Engineer | Full-time, open-ended ...

Job description

We are on a mission to empower sales teams by turning data into actionable insights that enable sales teams to do the right things right → more revenue, same headcount.

acto syncs all your sales data in one place and delivers customized, data-driven sales signals straight to your CRM - no new tool for your sales team, but finally a dedicated place for sales leaders.

We are looking for a dedicated and skilled Machine Learning Engineer to join our dynamic team. The ideal candidate will possess a strong background in both software development and machine learning as a product. You will work on a variety of exciting projects, from implementing ML/DL models on structured data to developing applications using large language models for virtual assistants and recommendations.


  • Design, develop, and deploy ML models tailored to our product requirements.
  • Collaborate with cross-functional teams to ensure models are implemented effectively and deliver the desired results.
  • Optimize and update models as necessary, ensuring they remain effective and aligned with the latest research and technologies.
  • Work closely with the infrastructure team to ensure seamless deployment and scalability of ML solutions.
  • Provide insights, recommendations, and innovative solutions to complex problems using data analytics.



  • Minimum 2-3 years of academic STEM degree (undergrad/grad) in a relevant field or equivalent project work
  • Previous work experience in software development or ML as a product is a must.

Technical Skills:

  • Proficiency in programming languages such as Python, SQL, and others relevant to the field.
  • Comprehensive knowledge of ML frameworks and libraries encompassing all stages (development, testing, deployment, monitoring). This includes, but isn't limited to: Sklearn, Keras, Torch, TensorFlow, MLflow, AWS SageMaker, HuggingFace.
  • Solid experience with AWS.
  • Nice to have: Familiarity with Vector and Graph Databases.

Area of Expertise/Interest:

  • ML/DL models applied to structured data, both static and time-dependent.
  • Expertise in Generative AI, especially prompt-to-text applications.
  • Experience or keen interest in applications of large-language models, including virtual assistants, text summarization, and recommendation systems.
  • Agent-based-systems with a preference for those who have worked with language chain frameworks or equivalents.


  • Fun and dynamic work environment with flexible work times and 100% remote work
  • Part of the starting crew on our journey to the top in the fast-growing sales tech market
  • Personalized work scope with individual training and direct impact on company development
  • Hardworking, fun-loving team of diverse minds, with a passion for tech and most importantly, solving problems
  • Choose your preferred laptop to get the job done

Wanna join our growing team? Let us know!

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