What are the responsibilities and job description for the Machine Learning Engineer position at Acceler8 Talent?
We are seeking a Machine Learning Engineer to join our team and contribute to the development of an AI-driven labor marketplace. As a Machine Learning Engineer , you will build and refine machine learning models that power our platform, delivering relevant and high-quality candidates for various job queries. This is an exciting opportunity to work with proprietary datasets and advanced algorithms to optimize the way companies match candidates to job opportunities.
Our client is revolutionizing the hiring process with AI-powered solutions. By leveraging proprietary data sources such as AI interviews, resumes, and online profiles, they provide a platform that predicts the best job fit for candidates. Their technology is transforming hiring for companies of all sizes, from early-stage startups to large AI labs. With the backing of investors, the team is focused on improving the hiring process for both employers and job seekers.
As a Machine Learning Engineer , you will be responsible for developing, deploying, and optimizing machine learning models that rank candidates for relevance and excellence based on user queries. You'll work on everything from training sophisticated learn-to-rank (LTR) models to ensuring the infrastructure can handle massive datasets. You'll collaborate closely with engineers and product teams to continuously improve our platform’s performance.
Key Responsibilities :
- Train, test, and deploy learn-to-rank (LTR) models using large proprietary datasets, including human-labeled and multimodal interview data.
- Optimize semantic search algorithms to provide the most relevant candidates based on user queries.
- Implement scalable machine learning infrastructure to process multimodal data at scale.
- Develop systems to mitigate algorithmic bias and ensure transparency and fairness in candidate ranking.
- Design and conduct experiments to improve model performance and efficiency.
- Collaborate with cross-functional teams to integrate machine learning solutions across the platform.
What we can offer you :
Relevant Keywords :
As a Machine Learning Engineer , you will work with technologies like Python , PyTorch , learn-to-rank models , and semantic search . Familiarity with ML frameworks , high-volume production systems , and algorithmic fairness will be key in this role.
