Recherche d'emploi > Toronto, ON > Télétravail > Machine learning engineer

Staff Engineer - Machine Learning, NLP (Remote)

BenchSci
Toronto, Ontario
45K $-75K $ / an (estimé)
Télétravail
Temps plein

We are seeking a Staff Machine Learning Engineer to join our platform architecture team. This role is an opportunity to apply state-of-the-art ML that will shape the future of scientific discovery.

You will be a key player in accomplishing BenchSci's mission to exponentially increase the speed and quality of life-saving research and development.

Your work will have an impact on thousands of scientists across the world who rely on BenchSci for their research. Reporting to the Head of the Platform Architecture Group, you will work on complex and challenging ML architectures (model level and data pipeline level).

You will be responsible for the high-level design of technical solutions end to end. You will work closely with our ML teams, provide guidance and mentorship, and set the technical direction throughout the ML Development Lifecycle.

You will :

  • Join the Platform Architecture Group, collaborate with Staff Engineers and architects and provide high-level end-to-end solution design for the company’s mission critical initiatives.
  • Design ML Architecture across multiple ML and Data Teams in order to build robust, scalable and production-ready solutions that enhance the speed and quality of life-saving research.
  • Write, review and approve ML and Data technical documentation to ensure quality and accuracy of performance and results.
  • Contribute to the ML and Data roadmap by ensuring project proposals are both highly impactful and technically feasible.
  • Continuously improve our workflows by keeping up to date with the latest optimizations in libraries such as PyTorch, and expand our usage of modern tools such as DVC.
  • Own ML solutions and long-term technical investments that will drive innovation at BenchSci.
  • Lead technical design discussions, apply best practices, diagnose problems and lead the resolution while fostering an inclusive environment.

Participate and contribute to Agile grooming, planning and estimation.

  • Promote the definition of coding guidelines and raise the bar for code quality using tools such as SonarCloud.
  • Provide guidance to senior engineers and help to foster a culture of continuous growth.
  • Work cross functionally with different stakeholders including BenchSci's R&D scientists to learn, model, and capture the nuances of biology.

You have :

  • At least 8 years of professional experience applying ML techniques to solve business problems, with at least 2 years at a Staff Engineer level.
  • Strong experience with NLP and LLMs. Strong experience with Python and programming fundamentals.
  • Extensive experience with PyTorch.
  • Track record of successfully delivering robust, scalable and production-ready ML models.
  • Experience with the full ML development lifecycle from architecture and technical design, through data collection and preparation, model selection, training and evaluation, to deployment and maintenance.
  • Experience with data manipulation and processing, such as SQL or pandas.
  • Experience with Cloud solutions and Cloud architecture, in particular with MLOps, DataOps and data warehouses.
  • Experience leading technical design discussions, writing and reviewing technical design documents and providing technical guidance and directions.
  • Ability to reason about trade-offs and make technical decisions under a certain level of uncertainty.
  • Strong cross-team communication and collaboration skills. A growth mindset and a constant desire to learn.

Benefits and Perks : An engaging remote-first culture A great compensation package that includes BenchSci equity optionsA robust vacation policy plus an additional vacation day every yearCompany closures for 14 more days throughout the yearFlex time for sick days, personal days, and religious holidaysComprehensive health and dental benefits.

Annual learning & development budgetA one-time home office set-up budget to use upon joining BenchSciAn annual lifestyle spending account allowanceGenerous parental leave benefits with a top-up plan or paid time off optionsThe ability to save for your retirement coupled with a company match! About BenchSci : BenchSci's mission is to exponentially increase the speed and quality of life-saving research and development.

We empower scientists to run more successful experiments with the world's most advanced, biomedical artificial intelligence software platform.

Backed by Generation Investment Management, TCV, Inovia, F-Prime, Golden Ventures, and Google's AI fund, Gradient Ventures, we provide an indispensable tool for scientists that accelerates research at 16 top 20 pharmaceutical companies and over 4,300 leading academic centers.

We're a certified Great Place to Work®, and top-ranked company on Glassdoor. Our Culture : BenchSci relentlessly builds on its strong foundation of culture.

We put team members first, knowing that they're the organization's beating heart. We invest as much in our people as our products.

Our culture fosters transparency, collaboration, and continuous learning. We value each other's differences and always look for opportunities to embed equity into the fabric of our work.

We foster diversity, autonomy, and personal growth, and provide resources to support motivated self-leaders in continuous improvement.

You will work with high-impact, highly skilled, and intelligent experts motivated to drive impact and fulfill a meaningful mission.

We empower you to unleash your full potential, do your best work, and thrive. Here you will be challenged to stretch yourself to achieve the seemingly impossible.

Learn more about our . Diversity, Equity and Inclusion : We're committed to creating an inclusive environment where people from all backgrounds can thrive.

We believe that improving diversity, equity and inclusion is our collective responsibility, and this belief guides our DEI journey.

Learn more about our . Accessibility Accommodations : Should you require any accommodation, we will work with you to meet your needs.

Please reach out to .#LI-Remote

Il y a plus de 30 jours
Emplois reliés
Lime
Canada

Join as a Staff ML Engineer to tackle this complex and multi-faceted problem as well as a variety of other ML challenges. Experience employing a variety of machine learning techniques. We work closely with data scientists, local operators who know their city block-by-block and engineering teams acro...

Shiftsmart
Canada
Télétravail

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...

WAVE
Toronto, Ontario

As a Senior Machine Learning Engineer at Wave, you will help shape the future of our AI capabilities by combining traditional machine learning with cutting-edge Generative AI technologies. Mentor other engineers, sharing best practices for model development, deployment, and monitoring in both tradit...

Vanguard
Toronto, Ontario

As a Machine Learning Engineer, you will work with a highly innovative and vibrant team of Data Scientists, Machine Learning Engineers, Cloud Engineers, and Data Engineers in developing the next generation AI/ML enabled financial fraud and financial crimes prevention end-to-end solutions for Vanguar...

Autodesk
Toronto, Ontario

Autodesk's Emerging Media and Entertainment Technology division is hiring Machine Learning Engineers to work on innovative projects that help our customers imagine, design, and make a better world. Understanding of fundamental CS algorithms and their scaling behavior with a background in statistical...

Shiftsmart
Canada
Télétravail

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...

Faire
Canada

Faire is searching for a top-notch senior engineer to lead design and execution as we continue to build our machine learning platform that will power our wholesale marketplace. Strong understanding of engineering and infrastructure best practices, general software development principles with a machi...

Stripe
Canada
Télétravail

You will work closely with software engineers, machine learning engineers (MLE), data scientists (DS), and ML platform infrastructure teams to design, build, deploy, and operate Stripe’s ML-powered payment decisioning systems, including improving existing ML models and developing new ML solutions. W...

Flipp
Toronto, Ontario
Télétravail

As a Machine Learning Engineer, you will work with the Product, Engineering, and Analytics teams to further the use and understanding of machine learning across the organization. Machine Learning Engineer or in a similar role. You will have the opportunity to create scalable machine learning archite...

Amazon
Toronto, Ontario

Amazon is hiring smart machine learning engineers (MLE) for developing an exciting product for our advertising line of business. To accomplish this, we tackle complex engineering challenges, optimization tasks, econometric analysis, and user-experience problems to deliver relevant product ads on Ama...