Experienced Senior Data Scientist - Machine Learning and Ranking Science Expert for Indeed Remote Careers and Data Entry Jobs

Introduction to Indeed and Our Mission

Indeed, the world's number one job site, is on a mission to help people get jobs. We strive to create an inclusive and welcoming workplace where everyone feels comfortable being themselves. Our goal is to build a team of innovative and enthusiastic individuals who share our passion for delivering the best experience for job seekers. As a leader in the job search and employment services industry, we are committed to making a positive impact on people's lives. Our platform connects job seekers with employers by aggregating job listings from various sources, including company career pages, job boards, and recruitment agencies.

Day-to-Day Life as a Senior Data Scientist

As a Senior Data Scientist at Indeed, you will be part of the Core AI group, a research and development team that collaborates with partners across the organization. You will work on "big picture" issues with strategic initiatives, aiming to deliver transformative, long-term value. Your primary focus will be on developing machine learning models to improve job matching and relevance. You will prepare datasets, train and optimize models, and maintain and enhance model inference services. You will also research and apply new techniques from open-source applications and research publications, creatively adapting models to solve business problems across Indeed.

Key Responsibilities

• Develop machine learning models from prototype to production, focusing on ranking science and job matching
• Implement best practices for evaluation, monitoring, and MLOps to ensure model reliability and scalability
• Collaborate cross-functionally with teams across the organization on model inference and product applications
• Participate in code review and process innovation for software engineers and data scientists on the team, and report your work
• Balance technical and product thinking, demonstrating ownership for team goals and Indeed's mission to help people get jobs

Essential Qualifications

To be successful in this role, you should have:

• A Bachelor's Degree in a quantitative field (such as Computer Science, Math, physical sciences, social sciences, or related fields)
• 2+ years of industry experience as a Software Engineer, Data Scientist, or Machine Learning Engineer
• Significant domain expertise with training, fine-tuning, and evaluating large models
• Knowledge and hands-on experience working with Deep Learning Libraries (such as PyTorch, TensorFlow, Huggingface, etc.)

Preferred Qualifications

While not required, the following qualifications are preferred:

• Knowledge of recommendation systems, specifically ranking algorithms
• Prior experience in production machine learning deployment at scale
• Basic working knowledge of Java

Skills and Competencies

To excel in this role, you should possess:

• Strong programming skills in languages such as Python, Java, or C++
• Excellent problem-solving skills, with the ability to break down complex problems into manageable components
• Strong communication and collaboration skills, with the ability to work effectively with cross-functional teams
• A passion for innovation and a desire to stay up-to-date with the latest developments in machine learning and AI

Career Growth Opportunities and Learning Benefits

At Indeed, we are committed to helping our employees grow and develop in their careers. As a Senior Data Scientist, you will have access to:

• Opportunities to work on high-impact projects that drive business results
• Collaboration with experienced engineers and data scientists who can provide guidance and mentorship
• Professional development opportunities, including training, conferences, and workshops
• A culture that encourages innovation, experimentation, and learning from failure

Work Environment and Company Culture

Indeed is a dynamic and fast-paced work environment that values innovation, collaboration, and creativity. Our company culture is built on the following principles:

• Inclusion and diversity, with a commitment to creating a welcoming and inclusive workplace
• Flexibility and work-life balance, with a focus on employee well-being and happiness
• Open communication and transparency, with regular updates from leadership and opportunities for feedback
• A culture of recognition and reward, with opportunities for professional growth and development

Compensation, Perks, and Benefits

Indeed offers a competitive compensation package, including:

• A salary range of $30-40 per hour, depending on experience and location
• A comprehensive benefits package, including health insurance, retirement savings, and paid time off
• Opportunities for professional growth and development, including training and education assistance
• A dynamic and supportive work environment, with a focus on employee well-being and happiness

Conclusion

If you are a motivated and experienced Senior Data Scientist looking for a challenging and rewarding role, we encourage you to apply for this opportunity. As a member of the Indeed team, you will have the chance to work on high-impact projects, collaborate with talented engineers and data scientists, and contribute to the development of innovative solutions that help people get jobs. Don't miss out on this opportunity to join a dynamic and fast-paced company that values innovation, inclusion, and employee growth. Apply now to become a part of the Indeed team and help us achieve our mission of helping people get jobs.