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Definitive Logic information

What is Definitive Logic?

Definitive Logic is a management and technology consulting firm that specializes in providing data-driven solutions for government and commercial clients. They focus on services such as advanced analytics, digital transformation, cloud solutions, and enterprise resource planning. The company is known for helping organizations improve efficiency, modernize IT systems, and make better decisions using innovative technology. Definitive Logic's clients include various federal agencies, and their work often involves complex, mission-critical projects.

What types of projects do consultants typically work on at Definitive Logic?

At Definitive Logic, consultants are often engaged in projects that involve digital transformation, data analytics, and technology modernization for government and commercial clients. This means day-to-day responsibilities can include collaborating closely with cross-functional teams, conducting requirements analysis, designing technical solutions, and presenting findings to stakeholders. The dynamic nature of client-focused work provides exposure to diverse industries and challenges, fostering both technical and professional growth. Consultants may also have the opportunity to take on increasing responsibility and leadership roles as they gain experience.

What are the key skills and qualifications needed to thrive as a Business Analyst at Definitive Logic?

To thrive as a Business Analyst at Definitive Logic, you need strong analytical abilities, problem-solving skills, and a background in business, information systems, or a related field. Familiarity with data analytics tools, process mapping software, and certifications like CBAP or PMP are often required. Excellent communication, stakeholder management, and adaptability help you stand out in this client-focused role. These skills are vital for effectively bridging business needs with technical solutions and ensuring successful project outcomes.

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Definitive Logic jobs near you
Infographic showing various Definitive Logic job openings in Florida as of August 2026, with employment types broken down into 1% As Needed, 85% Full Time, 8% Part Time, 5% Contract, and 1% Nights. Highlights an 83% Physical, 3% Hybrid, and 14% Remote job distribution.

Data Scientist (Masters)

Associated Builders and Contractors (ABC)

Miami, FL • On-site

$83 - $138/hr

Other

This job post has expired today. Applications are no longer accepted.

Job description

About The Role

What if your expertise in machine learning, statistical inference, and data engineering could directly shape how the world's most advanced AI systems reason and solve problems? We're looking for Data Scientists with advanced degrees to challenge, audit, and improve cutting‑edge AI models — exposing their blind spots and building ground‑truth solutions that make them smarter.

This is a fully remote, flexible contract role. No prior AI industry experience needed — just deep domain knowledge and a rigorous, analytical mind.

  • Organization: Alignerr
  • Type: Hourly Contract
  • Location: Remote
  • Commitment: 10–40 hours/week
What You'll Do
  • Design Advanced Challenges: Craft complex, domain‑specific data science problems spanning hyperparameter optimization, Bayesian inference, cross‑validation strategies, dimensionality reduction, and more — problems that push AI models to their limits
  • Author Ground‑Truth Solutions: Develop rigorous, step‑by‑step technical solutions including Python/R scripts, SQL queries, and mathematical derivations that serve as the definitive benchmark for AI responses
  • Audit AI‑Generated Code: Critically evaluate AI outputs — including code written with Scikit‑Learn, PyTorch, TensorFlow, and similar libraries — for technical correctness, efficiency, and best practices
  • Refine AI Reasoning: Identify and document failure modes in AI reasoning — data leakage, overfitting, improper handling of imbalanced datasets, flawed statistical conclusions — and provide structured feedback that directly improves model intelligence
  • Work Independently: Complete task‑based assignments asynchronously, fully on your own schedule
Who You Are
  • Pursuing or holding a Master's or PhD in Data Science, Statistics, Computer Science, or a quantitative field with a strong emphasis on data analysis
  • Deeply knowledgeable in core data science domains: supervised and unsupervised learning, deep learning, statistical inference, or big data technologies (Spark, Hadoop)
  • Able to communicate complex algorithmic and statistical concepts clearly and precisely in writing
  • Naturally detail‑oriented — you catch errors in code syntax, mathematical notation, and statistical logic that others miss
  • Self‑motivated and consistent when working independently
  • No prior AI or annotation experience required
Nice to Have
  • Experience with data annotation, data quality assurance, or model evaluation workflows
  • Familiarity with production‑level data science practices — MLOps, CI/CD pipelines for models, or experiment tracking
  • Background in NLP, computer vision, or other specialized machine learning domains
  • Prior work in academic research, technical writing, or peer review
Why Join Us
  • Work directly with industry‑leading AI models and cutting‑edge research labs
  • Fully remote and flexible — work when and where it suits you
  • Freelance autonomy with the structure of meaningful, high‑impact technical work
  • Make a tangible contribution to how AI understands and applies data science at scale
  • Potential for ongoing contract renewals as new projects launch
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