Llm / Ml Engineer
North York, ON, Canada
Job Description
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Background Edgecom Energy is a purpose driven clean-tech software firm. We deliver software solutions and consulting services to some of Ontario\xe2\x80\x99s largest energy consumers. Our mission is to remove the barriers large energy consumers face in reducing carbon emissions and we achieve this through a suite of web-based energy and emission management tools. Our clients include Fortune 500 companies, manufacturing plants, real estate investment trusts, green-houses, and everything in between. You will be reporting directly to the CTO. You will get a hands-on perspective of the energy transition as it\'s happening in real time, working with some of the largest and most sophisticated energy consumers in the world. You will be at the forefront of tech, sustainability, and energy in a mission-driven start-up. What you will do in more detail:
- Develop innovative energy management and sustainability software tools
- Develop new user-facing features
- Build reusable code and libraries for future use
- Write integration and unit tests Participate in code/merge request reviews.
- Collaborate with back-end engineers to influence architecture for current and future APIs
- Design LLM based project architecture Fine tune models with prefix, PEFT and from scratch fine tuning
- Passion and Understanding of Energy Management and Sustainability reporting tools, electricity and energy markets and programs.
- Strong problem-solving skills with an emphasis on product development.
- Apply LLM models like Llama II and OpenAI, coupled with prompt engineering, to develop cutting-edge AI applications focused on energy management and sustainability.
- Harness your expertise in vector to architect and optimize AI solutions tailored to our specific needs.
- Showcase proficiency in Python, the cornerstone tools for our projects, while leveraging Git for version control and collaboration.
- Demonstrate knowledge of deep learning techniques to enhance model performance and accuracy.
- Proficient understanding of code versioning tools, such as Git
- Comfortable working with third-party dependencies and debugging conflicts
- Proven understanding of Agile development methodologies
- Meaningful work that truly has purpose\xe2\x80\xaf- reducing emissions and saving energy for a more sustainable future
- Outstanding health, vision, and dental benefits\xe2\x80\xaf\xe2\x80\xaf
- A competitive comprehensive compensation package\xe2\x80\xaf
- A potential equity participation program aimed at extending ownership opportunities to employees.
- A small agile team where you\xe2\x80\x99ll be able to make a real difference in the business and each-other\xe2\x80\x99s lives
- Dental care
- Extended health care
- Flexible schedule
- On-site gym
- On-site parking
- Paid time off
- Vision care
- French not required
- Monday to Friday
- Bonus pay
- Bachelor\'s Degree (preferred)
- English (preferred)
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Job Detail
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Job IdJD2315900
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IndustryNot mentioned
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Total Positions1
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Job Type:Full Time
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Salary:Not mentioned
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Employment StatusPermanent
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Job LocationNorth York, ON, Canada
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EducationNot mentioned