Introduction to Workwarp and the Role
Imagine being part of a team that is revolutionizing the way people interact with technology, using artificial intelligence and machine learning to create intelligent search applications that power amazing experiences across various products. At Workwarp, we are committed to innovation and excellence, and we are looking for a highly skilled and passionate Machine Learning engineering Technical leader to join our team as a Staff Machine Learning Engineer, Search Query Understanding. This role is an exceptional opportunity for a talented individual to lead exciting projects, further the state of language understanding, and use data science, machine learning, and analytical skills to solve challenging technical problems and ship novel products that will delight millions of people.
Role Overview
As a Staff Machine Learning Engineer, Search Query Understanding, you will be responsible for researching, proposing, and leading innovative language modeling techniques to further language understanding capabilities. You will have the chance to create and evaluate new algorithms, models, and methods that will impact our company and the broad ML community. Your role will involve building novel applications of Large Language Models (LLMs) to various search problems, developing a long-term technical vision, and proposing a roadmap for the team. You will also collaborate with various product teams across the company, partner with them to apply language understanding models to new product areas and use cases, and work on continuously improving the metrics and performance of models the team has launched in production by leveraging innovative ML techniques.
Key Responsibilities
- Researching, proposing, and leading innovative language modeling techniques to further language understanding capabilities
- Building novel applications of LLMs to various search problems
- Developing a long-term technical vision and proposing a roadmap for the team
- Collaborating with various product teams across the company and partnering with them to apply language understanding models to new product areas and use cases
- Working on continuously improving the metrics and performance of models the team has launched in production by leveraging innovative ML techniques
- Analyzing the loss patterns in the current search and assistant stack and coming up with new ideas, algorithms, and techniques to resolve those losses with the goal of improving the top-line product metrics
Essential Qualifications
To be successful in this role, you will need to have:
- 7+ years of experience in Machine Learning, NLP, Large Language Models, and applying these techniques at scale
- 3+ years of experience in a technical leadership role, overseeing technically complex projects, and people management, scaling, and growing technical teams
- Strong software engineering skills in a mainstream programming language, such as Python, Go, C/C++
- Strong communication skills
- Bachelor's degree in Computer Science or equivalent industry work experience
Preferred Qualifications
In addition to the essential qualifications, we are looking for candidates with:
- Familiarity with NLP/ML tools and packages like Jax, TensorFlow, pyTorch, etc.
- Practical experience building production-quality applications related to natural language processing and machine learning
- In-depth knowledge of machine learning algorithms and the ability to apply them in data-driven natural language processing systems
- Ability to quickly prototype ideas/solutions, perform critical analysis, and use creative approaches for solving complex problems
- Ability to collaborate closely with multi-functional teams
- Advanced degree in a related field or equivalent industry work experience
Skills and Competencies
To excel in this role, you will need to possess:
- Strong technical leadership skills, with the ability to inspire and motivate teams
- Excellent problem-solving skills, with the ability to analyze complex problems and develop innovative solutions
- Strong communication and collaboration skills, with the ability to work effectively with cross-functional teams
- Ability to work in a fast-paced environment, with multiple priorities and deadlines
- Strong attention to detail, with a focus on delivering high-quality results
Career Growth Opportunities and Learning Benefits
At Workwarp, we are committed to the growth and development of our employees. As a Staff Machine Learning Engineer, Search Query Understanding, you will have access to:
- Ongoing training and development opportunities, to help you stay up-to-date with the latest technologies and trends
- Mentorship and coaching, to help you achieve your career goals
- Opportunities to work on high-impact projects, with the potential to make a significant impact on the company and the industry
- A collaborative and dynamic work environment, with a team of talented and passionate professionals
Work Environment and Company Culture
At Workwarp, we pride ourselves on our collaborative and dynamic work environment. We believe in:
- Fostering a culture of innovation and experimentation, where employees are encouraged to try new things and take risks
- Providing a supportive and inclusive work environment, where employees feel valued and respected
- Encouraging open communication and collaboration, across all levels of the organization
- Recognizing and rewarding outstanding performance, with competitive compensation and benefits packages
Compensation, Perks, and Benefits
We offer a competitive compensation package, including:
- A base salary range of $175,800 to $312,200, depending on skills, qualifications, experience, and location
- Opportunities to participate in discretionary employee stock programs, with the potential to become an Apple shareholder
- Comprehensive medical and dental coverage, retirement benefits, and a range of discounted products and free services
- Reimbursement for certain educational expenses, related to advancing your career at Workwarp
- Discretionary bonuses or commission payments, and relocation assistance, where applicable
Conclusion
If you are a motivated and talented Machine Learning engineering Technical leader, with a passion for using machine learning to create intelligent search applications, we encourage you to apply for this exciting role. As a Staff Machine Learning Engineer, Search Query Understanding, you will have the opportunity to make a significant impact on the company and the industry, while working with a talented and dynamic team. Don't miss out on this exceptional opportunity to join our team and take your career to the next level. Apply now!
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