Let’s get started
By clicking ‘Next’, I agree to the Terms of Service
and Privacy Policy, and consent to receive emails from Rise
Jobs / Job page
Machine Learning Engineer - Recall Team: Search Quality image - Rise Careers
Job details

Machine Learning Engineer - Recall Team: Search Quality

About Us

Our team focuses on improving the search system’s quality by increasing the recall and relevancy of the retrieved results. We consistently deliver measurable KPI improvements, resulting in better search experiences and greater transparency in our algorithms for customers.

We are looking for a Machine Learning Engineer with experience in building and optimizing search or recommendation systems.

In this role, you’ll address practical challenges in building and optimizing models that improve search quality. Your work will involve fine-tuning large language models, integrating advanced vector search techniques, and using real-time relevance signals to align results with user intent.

The ideal candidate has a strong background in machine learning and information retrieval, along with experience delivering scalable, production-ready solutions. You’ll collaborate across the stack - from model development to deployment - to drive measurable improvements in search performance and user satisfaction, directly contributing to a superior product discovery experience.

Challenges you will tackle

  • Build and deploy robust ML systems for search, including vector search, results filtering, computer-vision models, etc.
  • Tune large language models (LLMs) to provide expert-level decisions on item relevance, and work on integrating these signals into real-time models.
  • Design metrics to evaluate the relevance and performance of search results, ensuring they align with business goals and user expectations.
  • Collaborate with technical and non-technical partners to develop explanation tools that clearly communicate the impact of our algorithms to stakeholders.
  • Own the full development lifecycle: design solutions, develop and deliver them to production, while ensuring our systems remain stable, performant and scalable.

Hard skills:

  • You are proficient in NLP on a high level, and have practical experience with modern architectures.
  • You excel at Python, at least one ML/DL framework (we're using torch), have proficiency with any variant of SQL, and feel comfortable with the big data stack like Spark, Presto/Athena & Hive.
  • You have delivered production ML systems and conducted A/B tests to validate their value.
  • You have experience with data pipeline orchestration tools (Airflow) to manage and automate ML workflows.
  • You are an excellent communicator with the ability to translate intuition into data-driven hypotheses that result in engineering solutions that bring significant business value.

Soft skills:

  • Excellent English communication skills.
  • Passion for helping others grow and succeed as developers.
  • Data-driven mindset with a passion for experimenting and using customer feedback to drive decision-making.
  • Strong strategic planning and prioritization skills.
  • Continuous learning and tracking of recent advancements in the field of AI and ML.
  • Compensation: base range of 90-110k USD + stock options + work from home bonus
  • Fully remote team - choose where you live
  • Work from home stipend! We want you to have the resources you need to set up your home office
  • Apple laptops provided for new employees
  • Training and development budget for every employee, refreshed each year
  • Parental leave for qualified employees
  • Work with smart people who will help you grow and make a meaningful impact

Diversity, Equity, and Inclusion at Constructor

At Constructor.io we are committed to cultivating a work environment that is diverse, equitable, and inclusive. As an equal opportunity employer, we welcome individuals of all backgrounds and provide equal opportunities to all applicants regardless of their education, diversity of opinion, race, color, religion, gender, gender expression, sexual orientation, national origin, genetics, disability, age, veteran status or affiliation in any other protected group. Studies have shown that women and people of color may be less likely to apply for jobs unless they meet every one of the qualifications listed. Our primary interest is in finding the best candidate for the job. We encourage you to apply even if you don’t meet all of our listed qualifications.

Average salary estimate

$100000 / YEARLY (est.)
min
max
$90000K
$110000K

If an employer mentions a salary or salary range on their job, we display it as an "Employer Estimate". If a job has no salary data, Rise displays an estimate if available.

Similar Jobs
Photo of the Rise User
Posted 10 days ago

Constructor is seeking a Senior Data Engineer to join their remote team and elevate their data infrastructure to support enterprise ecommerce.

Photo of the Rise User
Posted 9 days ago

Step into an impactful role at Constructor as an Integrations Project Manager, guiding our customer integration initiatives in a remote-first environment.

Posted 6 days ago

Be a part of QVC Group, Inc. as a Senior Automation Implementation Engineer to revolutionize retail automation solutions.

Photo of the Rise User
Posted 9 days ago

Join Anduril Industries as a Senior Electrical Engineer to innovate and enhance military systems through advanced testing methodologies.

Join GE Vernova as a Lead Engineer where you will develop and test electronics for nuclear power applications while leading innovative projects.

Photo of the Rise User

Join AECOM as a Senior Traffic Engineer to lead innovative traffic studies in California and contribute to transformative infrastructure projects.

Eversource Energy is looking for a Senior Engineer to spearhead substation design and enhancement efforts within a dynamic engineering team.

Photo of the Rise User
Posted 4 days ago

Join Infleqtion as a Mixed Signals Electronics Engineer and contribute to groundbreaking quantum technologies.

Photo of the Rise User

Join Bristol Myers Squibb as a Principal Prediction & Insights Applications Engineer to drive innovation in therapeutic discovery through AI and advanced analytics.

GDIT Remote USA DC Washington
Posted 12 days ago

GDIT is seeking a skilled Splunk Engineer to deliver sophisticated solutions for complex challenges in a hybrid work model.

Photo of the Rise User
Posted 3 days ago

Join Lochmueller Group as a Senior Roadway Engineer and play a key role in transportation design while mentoring the next generation of engineers.

Posted 3 days ago

Seeking a highly experienced Subject Matter Expert Level V to bridge mission end users and system architects at GDIT in Laurel, MD.

Photo of the Rise User
Sequoia Biotech Consulting Remote San Diego, California, United States
Posted 13 days ago

Join Syner-G BioPharma Group as a Validation Engineer and play a pivotal role in ensuring compliance and quality in life sciences processes.

Photo of the Rise User

The Boeing Company is seeking skilled Equipment & Tool Engineers to support aerospace operations in North Charleston, SC.

Photo of the Rise User

Boeing is looking for talented KC-46 Communications Engineers to join their team, focusing on cutting-edge military communication systems.

The only site search and product discovery built for ecommerce KPIs. Delivering superior experiences with AI, NLP, data and personalization.

44 jobs
MATCH
Calculating your matching score...
FUNDING
DEPARTMENTS
SENIORITY LEVEL REQUIREMENT
TEAM SIZE
EMPLOYMENT TYPE
Full-time, remote
DATE POSTED
January 8, 2025

Subscribe to Rise newsletter

Risa star 🔮 Hi, I'm Risa! Your AI
Career Copilot
Want to see a list of jobs tailored to
you, just ask me below!