DevJobs

Senior Machine Learning Engineer

Overview

Created in 2021, Fairgen is pioneering the creation of generative AI solutions for the polling industry. Founded by a team of data scientists, mathematicians, and engineers, its mission is to accelerate time-to-insights for consumer & market research professionals via a suite of deep machine-learning models capable of augmenting complex datasets and automating analysis. 


We are looking for a talented and motivated Senior Machine Learning Engineer that will join our algorithmic innovation and development. You will arrive at an early-stage and shape the company’s tech stack and culture. You will design algorithms in the fields of generative modeling, conditional generation and unsupervised learning for applications on tabular & text data.


We are backed by top investors, growing fast and currently building our core team by handpicking every single new recruit. You will have a great responsibility to make Fairgen successful. You will grow with us over the years and receive a lot of trust, independence and ownership. All of this while developing a solution that will bring social equality and impact the world of tomorrow for the best!


Responsibilities


  • End-to-end research & development of Fairgen’s algorithms: design, iteration, testing, deployment and monitoring.
  • Ownership of code for data-related preprocessing and manipulation operations.
  • Collaborate with the Fullstack team to integrate algorithmic features into the product.
  • Design and run performance analyses to benchmark our products, including plots and reports.


Requirements


*Hard skills*


  • Master's degree in Computer Science, or a related field, with a focus on statistics.
  • 5+ years of development experience in Python.
  • Experience developing algorithms with ML libraries (PyTorch, Sklearn) and MLOps tools (Wandb, AWS).
  • Proficiency with (at least some of): Numpy, Pandas, Plotly, Scipy, Streamlit, Quarto.
  • Understanding of software development processes (agile methodology, roadmap building, code reviews, clean code, testing).



*Soft skills*


  • Excellent time management skills, ability to multitask and prioritize.
  • Continuously looking to innovate and push the boundaries of what is known and doable.
  • Passion for mentoring, training and sharing knowledge with others.


More about us


We are a social impact company looking to create an incredibly diverse and inclusive workplace.

Location: Tel Aviv, Ibn Gvirol 30.


We raised a $2.5M Seed Round in May 2022 from influential investors:

  • Tal Ventures. Prestigious Israeli VC with deep ties to the local high-tech ecosystem.
  • Creator Fund. PhD-centered, London and a VC of Eric Schmidt (Google’s ex-CEO).
  • Angels from McKinsey, Citi Bank, BNP, Wells Fargo, Alten, Glencore & SKDK.


We have a strong founding team:

  • CEO: Samuel Cohen. Imperial College Bachelor, Oxford Masters & UCL AI PhD. Meta AI Researcher.
  • CTO: Nathan Cavaglione. Imperial College Bachelor and Masters. ITC graduate. Intel engineer and founding engineer at Datagen.
  • COO: Michael Cohen. Serial entrepreneur in Asia & Africa with a serious business know-how and a worldwide network of Fortune 500 Chief Executives.
  • Chairman: Benny Schnaider. Israel’s most famous serial entrepreneur. Sold multiple companies to Oracle, Cisco and Red Hat.


And an incredible Board of Advisors:

  • Scientific Advisor: Emmanuel Candès, Chair of Statistics, Stanford University, co-lead Blackrock AI research.
  • Growth Advisor: Daniel Amzallag. Founder & COO, Ivalua Group (Unicorn). Serial tech entrepreneur.
  • AI Advisor: Michael Arbel. ENS & UCL & Ecole Polytechnique PhD graduate. INRIA Research Scientist. Global expert in Unsupervised Generative Modeling.


Join us in rewriting history so the future will be fair!

www.fairgen.ai


Fairgen