- Develop, train, and deploy machine learning models on Google Cloud Platform (GCP), leveraging tools such as VertexAI, GenApp Builder, PalmApi and BigQueryML.
- Collaborate with cross-functional teams to gather requirements, define project goals, and design scalable machine learning architectures.
- Conduct data preprocessing, feature engineering, and model evaluation to ensure high-quality and reliable models.
- Implement and optimize machine learning algorithms and pipelines to handle large-scale text-based datasets.
- Explore and experiment with generative AI techniques, including large language models, to solve complex text-related problems.
- Monitor and maintain deployed models, ensuring performance, scalability, and reliability in production environments.
- Stay up-to-date with the latest advancements in machine learning, generative AI, and text-based models, and proactively propose innovative solutions to enhance existing systems.
- Bachelor's or advanced degree in Computer Science, Engineering, or a related field.
- Strong experience in machine learning engineering, with a focus on developing and deploying models in production environments.
- Proficiency in using Google Cloud Platform (GCP) tools and services for machine learning, such as Vertex AI, BigQuery, and TensorFlow.
- Solid understanding of deep learning architectures, natural language processing (NLP), and generative AI models, particularly in the text domain.
- Proficiency in Python and experience with relevant libraries and frameworks, such as TensorFlow, PyTorch, or Keras.
- Experience with data preprocessing, feature engineering, and model evaluation techniques for text-based datasets.
- Familiarity with MLOps practices, version control, and CI/CD pipelines for machine learning.
- Strong problem-solving skills and the ability to work on complex projects independently or collaboratively.
- Excellent communication skills, with the ability to convey complex technical concepts to both technical and non-technical stakeholders.
- Experience with large language models, such as GPT-3, BERT, or Transformer-based models.
- Familiarity with cloud-based machine learning services and technologies, beyond Google Cloud Platform.
- Knowledge of scalable distributed computing frameworks, such as Apache Spark or Hadoop.
- Contributions to open-source machine learning projects or research publications in the field.
-
Senior Principal Machine Learning Engineer
5 days ago
Autodesk, Inc. Toronto, ON, CanadaSenior Principal Machine Learning Engineer page is loaded · Senior Principal Machine Learning Engineer · Apply locations Toronto, ON, CAN Montreal, QC, CAN time type Full time posted on Posted 30+ Days Ago job requisition id 23WD74035 Job Requisition ID # · 23WD74035 The Frenc ...
-
Machine Learning Engineer
1 week ago
DeepRec Toronto, CanadaMachine Learning Engineer · Healthcare, AI · are hiring for a talented Machine Learning Engineer to join a fantastic organisation in Canada who are using AI to improve patient experiences and the clinical workflow. This is an innovative and inspiring organisation who have specifi ...
-
Machine Learning Engineer
4 days ago
Understanding Recruitment Toronto, ON, CanadaWe are searching for Machine Learning Engineer · Craft, deploy, and optimize ML models for real-world impact. · D. in CS, Engineering, Math, or related fields. · ~3+ years in ML, specializing in areas like manipulation, computer vision, or NLP. · ~4+ years in software enginee ...
-
Machine Learning Engineer
3 days ago
Tiger Analytics Toronto, Canada Full timeTiger Analytics is an advanced analytics consulting firm. We are the trusted analytics partner for several Fortune 100 companies, enabling them to generate business value from data. Our consultants bring deep expertise in Data Science, Machine Learning, and AI. Our business value ...
-
Machine Learning Engineer
1 week ago
Plunge Toronto, ON, CanadaPlunge - Machine Learning Engineer · We build and ship products for our clients - startups backed by category-defining VCs such as Sequoia, a16z, investment funds, as well as F500 companies. They come to us to expand their engineering teams across Canada, to tackle some of their ...
-
Machine Learning Engineer
1 week ago
Boosted Toronto, ON, Canadaai is a fintech company headquartered in Toronto, Canada with offices in New York City. We provide AI tools to asset managers to augment their equity capital markets research. empowers finance professionals to use AI and machine learning to sort through massive amounts of data t ...
-
Machine Learning Engineer
1 week ago
Bank of Montreal Toronto, ON, CanadaMachine Learning Engineer page is loaded Machine Learning Engineer · Data Analytics & Reporting Uses advanced analytical algorithms and technologies (e.g. machine learning, deep learning, artificial intelligence) to mine and analyze large sets of structured and unstructured data ...
-
Machine Learning Engineer
2 weeks ago
Cresta Toronto, ON, CanadaCresta is focused on using AI to help the workforce, not replace them. Our valued customers include brands like Intuit, Porsche, Verizon and Mutual of Omaha and we have been recognized as a startup to watch by Business Insider, Forbes, and Gartner to name a few. As a Senior Machi ...
-
Machine Learning Engineer
1 week ago
Klue Labs Toronto, ON, CanadaWe are looking for Senior Machine Learning Engineers to work with our team to deliver high quality products in the most efficient way. · We build machine learning services and data pipelines to automatically extract insights about competitors from both public and internal data s ...
-
Machine Learning Engineer
2 days ago
DeepRec Toronto, CanadaMachine Learning EngineerHealthcare, are hiring for a talented Machine Learning Engineer to join a fantastic organisation in Canada who are using AI to improve patient experiences and the clinical workflow. This is an innovative and inspiring organisation who have specific clini ...
-
Machine Learning Engineer
2 weeks ago
Extreme Networks, Inc. Toronto, ON, CanadaExtreme Networks Named to Computerworld's 2023 List of Best Places to Work in IT · Over 50,000 customers globally trust our end-to-end, cloud-driven networking solutions and rely on our top-rated services and support to accelerate their digital transformation efforts and deliver ...
-
Machine Learning Engineer
1 week ago
Pinterest Toronto, ON, CanadaMillions of people across the world come to Pinterest to find new ideas every day. Our mission is to help those people find their inspiration and create a life they love. You'll grow as a person and leader in your field, all the while helping Pinners make their lives better in th ...
-
Machine Learning Engineer
5 days ago
Workday, Inc. Toronto, Canada Full timeAbout the Role · As a machine learning engineer, you will help develop tailored experiences for every user powered by advanced Large Language Models (LLMs), personalization, and predictive analysis. You will work closely with other ML engineers and software developers to deliver ...
-
Machine Learning engineer
5 days ago
GPTZero Toronto, ON, CanadaGPTZero's mission is to restore information quality and transparency on the internet. · Our team comes from high-performing engineering cultures, including Twitter, Uber, Meta, Affirm, and leading AI research labs, including Princeton, Caltech, Vector, and MILA. We are working o ...
-
Machine Learning Engineer
2 days ago
Skills Alliance Toronto, CanadaWe are partnered with an exciting startup looking to build out their Machine Learning Division in Toronto. · Essential Qualifications: · Doctorate degree in Mathematics, Computer Science, or a closely related field. · Proven track record of research in either an academic or indus ...
-
Machine Learning Engineer
1 week ago
Cresta Toronto, ON, CanadaWe are a Silicon Valley Series C startup, spun out of the Stanford AI lab and are co-founded by Sebastian Thrun, co-founder and CEO of Google-X, Waymo, Udacity, Kitty Hawk, and more. We've assembled a world-class team of AI and ML experts, go-to-market leaders, top-tier investors ...
-
Machine Learning Engineer
5 days ago
SolveCo Solutions Toronto, Canada Full timeJob Description: · We are looking for talented people to join our operation. You work with various software applications to design, develop and deploy machine learning solutions to meet enterprise goals and support experimentation and innovation. The engineer collaborates with d ...
-
Machine Learning Engineer
1 week ago
Bank of Montreal Toronto, ON, CanadaMachine Learning Engineer page is loaded · Machine Learning Engineer · Apply locations Toronto, ON, CAN posted on Posted Yesterday job requisition id R Application Deadline: · 06/27/2024 Address: · 100 King Street West Job Family Group: · Data Analytics & Reporting Uses a ...
-
Machine Learning Engineer
1 week ago
The Institute for Performance and Learning Toronto, ON, CanadaMozilla Corporation is the non-profit-backed technology company behind pioneering brands like Firefox, the privacy-minded web browser, and Pocket, a service for keeping up with the best articles online . We design, build and distribute open-source software that enables people to ...
-
Machine Learning Engineer
1 week ago
theScore Toronto, CanadaAbout the Role & Team · The Data Science & Machine Learning team is responsible for building models and APIs to help improve all of Penn Entertainments digital offerings. Our team values creativity, collaboration, ingenuity, and ownership. As a machine learning engineer, you wil ...
Machine Learning Engineer - Ontario, Canada - Bitstrapped
Description
We are seeking a highly skilled and experienced Machine Learning Engineer to join our team. As a Machine Learning Engineer, you will play a key role in developing and deploying machine learning models on Google Cloud, with a focus on generative AI and large language models, primarily text-based. This is an opportunity to work on cutting-edge projects and contribute to the development of innovative solutions.
Responsibilities:
Requirements:
Preferred Qualifications:
Note: This job description is flexible to support both intermediate and senior-level Machine Learning Engineers. The level of responsibility and complexity of projects will be determined based on the candidate's experience and qualifications.
About Bitstrapped
Bitstrapped is a fast-growing data engineering and cloud consulting company. Our passion lies in our ability to help companies invest in forward-thinking data, machine-learning solutions, and cloud-native infrastructure. Investments in these areas enable our customers to distinguish their brands from their competition, stay competitive, and produce transformative business outcomes.
We help our customers architect solutions for the cloud, advanced data engineering, MLOps, and AI infrastructure. This includes engineering systems for data ingestion, data transformation, data warehousing, data migrations, and the application of machine learning. We are a Google Cloud partner. However, we work with other major cloud platforms.
We encourage applications from people who look, feel, and think differently than our current team members. We value candidates with non-linear career paths and people who find themselves underrepresented or underestimated, especially in technical spaces. We encourage applications from people with caregiving responsibilities.