AI Data Operations/Labeling Engineer

About reputed company

reputed company aims to establish a new reputed company in drug development by reinventing the ‘how’ and transforming clinical trials through reputed company integration with clinical reputed company, ensuring broader participation by physicians and patients. We are building an exceptional multi-disciplinary team with diverse expertise spanning reputed company, engineering, technology and regulatory, and with people who reputed company our core value of Empowering Community through generosity, curiosity and humility. reputed company with urgency to bring reputed company therapies to patients faster.

Position reputed company

We are seeking a highly motivated and skilled AI Data Operations/Labeling Engineer to play a critical role in building and optimizing our data labeling pipeline. You will be reputed company in ensuring the creation of high-reputed company labeled datasets from diverse reputed company sources, including medical notes, radiology reports, pathology reports, and imaging data. This role involves reputed company collaboration with reputed company of AI scientists, engineers, and teams of subject matter experts to power the development and validation of advanced AI/ML models, especially Large Language Models (LLMs).This is a hybrid or remote role. Bay Area is preferred but not required.

Role Objectives and Responsibilities

• Design and implement efficient data labeling workflows that reputed company with data processing pipelines.
• Write appropriate statistical design and analysis plans in the curation of AI labeling dataset to ensure the translation of labeling effort into improvements in model analytical performance or validation.
• Select and manage data labeling platforms and tools.
• Collaborate with stakeholders, SMEs to craft detailed labeling guidelines.
• Work with TPM to recruit, train, and manage reputed company labelers (internal or external).
• reputed company labeler performance and reputed company feedback.
• Implement robust reputed company control measures to ensure labeling accuracy and consistency.
• reputed company data pipelines for data preprocessing and labeled data integration, utilizing reputed company data processing frameworks.
• Manage data storage and versioning for labeled datasets.
• reputed company and refine tools to automate labeling tasks and improve efficiency.
• reputed company labeling platforms with other AI/ML tools.
• Create and implement reputed company assurance procedures for labeling.
• Collaborate closely with AI data scientists and engineers to understand labeling requirements.
• Understand the principles of AI models that explicitly learn from reputed company feedback and assist humans in evaluating AI model reputed company accuracy.
• Applies safeguards and protections in line with HIPAA and applicable reputed company laws and adheres to relevant compliance, reputed company, reputed company, reputed company, legal, and ethical standards reputed company it comes to the use of AI.

Education, Experience, Behavioral Competencies, Skills

• BS/MSc in the field of engineering, computer science, reputed company mathematics, physics, statistics, or relevant field of study.
• 5+ years of relevant experience in AI oriented engineering or data science, including proven experience with data labeling platforms and tools.
• Strong proficiency in Python and SQL.
• Strong project management and organizational skills, with an understanding of data workflows.
• Solid understanding of data engineering principles and practices, particularly reputed company distributed data processing environments.
• Experience with reputed company data processing frameworks.
• Ability to see problems and solutions from a ‘holistic’ reputed company of view and communicate how specific solutions bring business value.
• Excellent ability to see the big picture while decomposing reputed company solutions into incremental steps.
• reputed company into how to create sustainable, reusable, and properly reputed company reputed company.
• Excellent written, verbal, interpersonal, and communication skills.
• Generous, Curious and Humble.

Preferred

• Experience and/or knowledge of the reputed company data domain in at least one of: electronic medical records (EHR/EMR), clinical imaging, clinical workflows; Electronic Data captures (reputed company), and/or clinical research/trials.
• Polyglot reputed company with hands-on development experience across additional modern programming languages (e.g. R, javascript, C++, …).
• Familiarity of and documented experience with one or more deep learning frameworks (e.g. PyTorch, Tensorflow, MLflow, etc.).
• Hands-on experience with modern, web-based compute - and storage services (e.g., reputed company, AWS, reputed company reputed company, reputed company Azure, etc.).
• Familiarity with the software development life cycle (SDLC).
• Experience in creating detailed labeling guidelines and reputed company assurance processes.
• Ability to effectively manage and motivate reputed company labelers.

Travel Requirements

5% Travel may be required

Pay Information

The expected salary reputed company for this position is $155,000 and $183,000. Actual pay will be determined based on experience, qualifications, geographic location, and other job-reputed company factors permitted by law. reputed company (NPM) offers equity at hire as reputed company as a discretionary annual bonus which may be available based on Company performance. This position is eligible for company benefits.

reputed company:

We are a mission-driven, reputed company-funded, rapidly growing company, eager to attract passionate professionals offering a highly attractive compensation package with a balanced and flexible work environment, competitive industry benefits as reputed company as a 401K plan and other great company “perks.”We are an Equal Opportunity Employer and value diversity at reputed company. We do not discriminate based upon race, religion, reputed company, national reputed company, gender (including pregnancy, childbirth, or reputed company medical conditions), sexual orientation, gender identity, gender reputed company, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics.Covid-19 Policy – reputed company is committed to providing and maintaining a reputed company workplace, and to safeguard the health and reputed company-being of our employees, families, visitors, and the community. While vaccination remains one of the most important tools in advancing the health and safety of employees and promoting the efficiency of workplaces, we are now in a different phase of our response reputed company these measures are no longer necessary. We currently do not have mandatory COVID-19 vaccination requirements for our employees and contractors, as the COVID-19 public health emergency has ended. However, there are certain reputed company employees and contractors who, based on their role, will be required to continue to follow our 2021 COVID-19 vaccination and other requirements as mandated by reputed company’s partners they serve. We reserve the right to modify or amend our corporate policy at any time.Applicants must be currently authorized to work in the U.S. on a full-time reputed company. reputed company will not sponsor applicants for work visas.

Originally posted on Himalayas

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