What You’ll Do
Design and deliver machine learning solutions that combine modern research with practical deployment. Working across industries and use cases, contribute to building robust models that power client-facing tools and internal platforms.
- Develop End-to-End ML Models: Design, train, and evaluate models across supervised, unsupervised, and reinforcement learning domains tailored to diverse problem areas.
- Collaborate on Real-World Solutions: Work with engineers and data scientists to integrate models into deployable systems operating in production environments.
- Client-Focused Problem Solving: Engage with stakeholders to frame ambiguous problems, explore solution paths, and translate technical insights into practical outcomes.
- Explore, Iterate, Validate: Lead the exploration and analysis of datasets using tools like Pandas, NumPy, and Spark to inform model design and performance evaluation.
- Research-Driven Innovation: Identify opportunities to adapt state-of-the-art methods and productionize them to deliver measurable impact.
Target Profile
- 2+ years of hands-on experience building and deploying machine learning models using modern techniques.
- Proven ability to take models from prototype to production in Python-based workflows.
- Experience working directly with stakeholders to clarify requirements and inform project outcomes.
Technical Expertise:
- Strong proficiency in Python and commonly used ML/data libraries (Pandas, NumPy, scikit-learn, PyTorch, TensorFlow, etc).
- Familiarity with different model classes (e.g., regression, classification, recommendation, time series, NLP, reinforcement learning).
- Experience working with large-scale datasets using distributed tools such as Spark.
- Comfort navigating cloud environments (GCP, AWS, or similar); Databricks experience is a plus.
- Solid grasp of experimental design, model evaluation, and data debugging practices.
- Ability to write clean, modular, testable code in collaborative environments.
We offer a pay range of $30+ per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above. As a contractor you’ll supply a secure computer and high‑speed internet; company‑sponsored benefits such as health insurance and PTO do not apply.
Important:
All candidates must pass an interview as part of the contracting process.
