9 дней назад
Software Engineer II, Machine Learning (AI)
130 300 - 179 200CAD
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Software Engineer II, Machine Learning (AI) (Machine Learning/Generative AI): Developing ranking, retrieval, and generative AI models, data pipelines, and reliable ML services for Slack with an accent on production-scale machine learning, LLM fine-tuning, and information retrieval. Focus on building sustainable data systems, deploying models at scale, and solving complex challenges across search, recommendation, agentic systems, and security.
Location: Toronto, Canada
Salary: CAD 130,300–179,200 annually base salary, excluding bonuses, equity, and benefits.
Company
is a collaboration product within Salesforce, serving more than 10 million daily active users and processing up to one million messages per minute.
What you will do
- Develop machine learning models for ranking, retrieval, and generative AI use cases.
- Build features, services, API methods, data pipelines, and ML feature management systems.
- Lead or substantially contribute to large cross-functional projects with significant business impact.
- Own the long-term health of features and systems, improving reliability and engineering standards.
- Support production incident triage and resolution with support and operations teams.
- Mentor engineers, review code, and contribute to technical architecture decisions.
Requirements
- Experience with PHP, Python, Ruby, Go, C, Scala, or Java.
- Experience with machine learning frameworks such as PyTorch, TensorFlow, Keras, XGBoost, or scikit-learn.
- Experience building batch data pipelines using tools such as Apache Spark, Hadoop, EMR, MapReduce, Airflow, Dagster, or Luigi.
- Experience fine-tuning LLMs or BERT models and deploying machine learning models or data-derived artifacts at scale.
- Strong foundations in data structures, algorithms, distributed systems, programming languages, and information retrieval.
- Bachelor’s degree in computer science, engineering, statistics, mathematics, or a related field, or equivalent training or experience.
Nice to have
- Expertise in conversational agentic systems, retrieval systems, or search algorithms.
- Familiarity with vector databases, embeddings, RAG solutions, and knowledge graphs.
- Broad experience across NLP, machine learning, and generative AI.
Culture & Benefits
- Benefits and resources are designed to support balance and personal well-being.
- Salesforce promotes an inclusive workplace and equal employment opportunity.
- AI tools may assist with recruiting assessments, while hiring decisions remain human-led.
- Compensation may also include bonuses, equity, and benefits in addition to base salary.
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