Job Title : Senior Machine Learning Engineer
About Insilico
Insilico Medicine is an end-to-end, artificial intelligence (AI) -driven pharma- biotechnology company with a mission to accelerate drug discovery and development by leveraging our rapidly evolving, proprietary platform across biology, chemistry, and clinical development.
For more info, visit our website https : / / insilico.com
About Role
Insilico Medicine seeks a Senior Machine Learning Engineer for the Chemistry42 product https : / / insilico.com / chemistry42, a comprehensive small-molecule drug discovery platform.
Place of work
3710-1250 René-Lévesque West Boulevard, Montréal, QC-H3B 4W8, Canada
Reports to
ML team leader
Responsibilities
- Conduct ideation, research, and development of state-of-the-art AI-driven systems for small molecule design.
- Spearhead initiatives to advance and refine our suite of AI tools for small molecule generation, screening, simulation, and prediction.
- Architect and engineer AI-powered feature prototypes for the Chemistry42 platform, enhancing product discovery and user growth.
- Champion the optimization and support of critical AI components within the platform, ensuring scalability, efficiency, and effectiveness.
Requirements
Education
Ph.D. or M.S. in Computer Science, Artificial Intelligence, Data Science, Computational Chemistry, Medicinal Chemistry, or closely related fields
Experience and Required Skills
- At least five years of experience in ML engineering and Python
- At least two years in a senior / lead position
- Extensive experience and a strong background in AI / ML / DL : transformers, GNNs, diffusion models, RNNs, CNNs, GANs, VAEs, flow-based generative models, reinforcement learning, evolutionary algorithms
- Be experienced in Pytorch, Numpy, Pandas, Scikit-Learn, LangChain, JupyterLab, Plotly, Git, AWS, W&B
- An ability to quickly test hypotheses with prototypes for product R&D
- Ability to work under pressure with tight deadlines
- Motivation to learn new things fast and improve the product with AI solutions
Desirable Skills
- Background in chemistry or chemoinformatics
- Successful experience in ML competitions (Kaggle, etc.)
- Proven track of publications in machine learning for drug discovery
- Skills and mindset for feature / component / product ownership
Machine Learning Engineer
Reporting to the Senior Machine Learning & AI Engineer, you will:. Job Title: Machine Learning Engineer. Take part in the development and training of advanced machine learning models, emphasizing cutting-edge algorithms such as RCNN, LSTM, and Transformers across different data modalities. Assist in...
Senior / Staff Machine Learning Engineer, Computer Vision
Our Machine Learning Engineers will define how machine learning is applied to the vast amounts of data collected from our labor marketplaceto generate business value for Shiftsmart. Machine learning expert: 5+ years of machine learning and software engineering experience, including the end-to-end, g...
Ingénieur chevronné en apprentissage automatique / Senior Machine Learning Engineer
We are looking for a Senior Machine Learning Engineer with analytical and developer skills to join our team to develop industry leading machine learning solutions. Microsoft Research (MSR) is hiring a Senior Machine Learning Engineer to work with our labs in Montreal! You will also have the opportun...
Senior Data Scientist / Machine Learning Engineer - Search, Personalization, Ads
Our experienced data scientists and machine learning engineers are developing solutions related to discovery, ranking, search, recommendations, ads, logistics, underwriting, and more - all with the goal of helping local retail thrive. Our team already includes experienced Data Scientists and Machine...
Machine Learning Engineer - Platform
The Coinbase Machine Learning team is committed to developing sophisticated ML models that make our platform more secure, expand usage of Coinbase through personalized recommendations, and improve the user experience for our customers. The Machine Learning org is a part of our Platform Product Group...
Machine Learning Engineer
Develop and lead machine learning and AI driven projects. Deploy machine learning models and applications on cloud platforms like Azure ML or Databricks, ensuring detailed integration and scalability. Collaborate with data engineers and ML engineers to integrate data science solutions into existing ...
Machine Learning Engineer II, Content AI
We're looking for mid level machine learning engineers who have a strong foundational understanding of ML concepts to join our team. You will collaborate with Staff Machine Learning Engineers and Product Managers to influence features and projects . Machine learning is at the heart of this effort an...
Senior Machine Learning Scientist
We are seeking a pioneering Senior Machine Learning Scientist to join our Discovery Science ML team at Coursera, focusing on creating the next generation of hyper-personalized search systems and recommender systems. In addition to helping build robust systems, this role requires keeping abreast of e...
Machine Learning Engineer
As a Machine Learning Engineer at Jumio, you will play a crucial role in the Biometric Verification team, focusing on the development and enhancement of cutting-edge solutions for liveness detection. Your primary objective will be to leverage machine learning and deep learning techniques to advance ...
AI Machine Learning Engineer (Hybrid – Montreal)
Proven experience leading and managing machine learning, deep learning, and AI projects Experience with Open-Source Large Language Models (LLMs) and complementary tools: PyTorch, tensorflow, LangChain, LLAMA CCP, etc. What You'll Be Doing: Evaluate long-term direction and recommend solutions t...