Reflexive Concepts

Data Scientist III

Reflexive Concepts$110K — $145K *
Information Technology
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree or higher in a quantitative field
  • Minimum 10 years of experience in ML, data mining, or software engineering
  • Experience with R, Python, SAS, or MATLAB
  • Proficiency in software development languages like Java, Python, or GoLang
  • Expertise in large data sets and processing pipelines
  • Experience with feature vectors and vector databases like Qdrant

Responsibilities

  • Characterize and understand entity data
  • Determine data standardization or normalization needs
  • Evaluate various AI/ML methods for entity resolution
  • Select appropriate tools and models for implementation
  • Design and prototype the end-to-end entity resolution solution
  • Assess prototype output and performance
  • Assist in productizing the entity resolution solution

Benefits

  • Opportunity to shape a new capability from the ground up
  • Work in a collaborative team focused on cutting-edge AI/ML tools
  • Exposure to large datasets in real-life applications
  • Chance to contribute to product development and market readiness
  • Engagement with diverse technologies and modern programming languages
Full Job Description
The KMC Analytics team is starting a new, ground-up capability to design and develop an Entity Resolution solution leveraging AI/ML tools. We are sourcing a Data Scientist to join the team and spearhead this effort. The Data Scientist will be responsible for:
  • Characterize and understand the entity data
  • Determine if data standardization or normalization is required
  • Evaluate various AI/ML approaches to performing entity resolution
  • Determine the appropriate tools and models to leverage
  • Design and prototype the end-to-end solution
  • Evaluate the prototype output and performance
  • Help with the eventual productization of the entity resolution solution
Ideal Experience:
  • Developing software using Java, Python, GoLang, or similar languages
  • Working with and evaluating large data sets
  • Developing data ingest and processing pipelines
  • Working with and evaluating embedder/encoder models
  • Developing feature vectors and working with vector databases such as Qdrant
  • Working with software development teams
Qualifications:
  • Bachelor's degree or higher in a quantitative discipline (e.g., statistics, mathematics, operations research, engineering, or computer science)
  • A minimum of ten (10) years of experience in two or more of: machine learning, data mining, advanced analytical algorithms, advanced statistical analysis, artificial intelligence, or software engineering with data-analysis software (R, Python, SAS, MATLAB)
    • A Master's degree substitutes for two (2) years (total 8); a Doctoral degree substitutes for four (4) years (total 6); four (4) additional years of relevant experience may substitute for a Bachelor's degree

About Reflexive Concepts

Reflexive Concepts Careers

Joining Reflexive Concepts presents an unparalleled opportunity to become part of a leading team of professionals dedicated to innovation and technology. This is a pivotal time to engage with a company that values growth, leadership, and diversity in its workforce.

Explore Job Opportunities

Reflexive Concepts is actively seeking talented individuals for various positions across the company. With a commitment to professional excellence, Reflexive Concepts offers a dynamic environment where skills are honed, and careers flourish. Explore the multitude of job opportunities that range from internships to full-time positions, each offering a unique chance to contribute to groundbreaking projects.

Experience the Culture and Benefits

At Reflexive Concepts, the culture thrives on diversity, innovation, and leadership. Employees enjoy a range of benefits designed to support their professional and personal growth. The company is dedicated to fostering an inclusive environment where every team member’s contribution is valued. Benefits include comprehensive health care, flexible working conditions, and continuous professional development through diversity training and leadership workshops.

Engage in Professional Growth

Career advancement is a cornerstone of employment at Reflexive Concepts. The company supports a trajectory of professional growth through robust training programs, access to global resources, and opportunities to lead. Networking within the industry and participating in global teams allow employees to gain valuable insights and experiences that propel their careers forward.

Innovative Work Environment

Reflexive Concepts is at the forefront of technological advancement and industry innovation. Employees are encouraged to push the boundaries of what is possible, bringing fresh ideas and perspectives to their work. The collaborative atmosphere fosters a sense of community and drives collective success.

Join the Team

Reflexive Concepts is hiring! Search open positions that align with your skills and interests. The company looks for passionate, curious, and solution-driven team players. Prepare your resume, sharpen your interview skills, and get ready to embark on a rewarding career path with Reflexive Concepts.

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11 employees
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