Machine Learning Engineer Lead
3 weeks ago
We are seeking an experienced data scientist to join our team at Georgia IT Inc.
Job Title: Data Scientist
Location: Indianapolis, IN
Duration: 12+ months
Rate: $125,000 - $155,000 per year
The successful candidate will have the following responsibilities:
- Develop and deploy machine learning models to drive business growth
- Work closely with R&D scientists to design and implement scalable data pipelines
- Partner with data scientists, data engineers, and production teams to deploy and maintain data products
- Communicate and train research partners on models and products
- Communicate insights derived from complex data analysis into simple conclusions
- Steward data product life cycle and partner with other scientists to continuously improve underlying models
- Stay abreast of emerging technologies in big data, machine learning, and agriculture tech
We are looking for a highly skilled data scientist with experience in R or Python programming languages and their application to data wrangling, machine learning (e.g., TensorFlow, PyTorch), and data visualization.
- 7-8 Years of strong expertise in R or Python programming languages and their application to data wrangling, machine learning (e.g., TensorFlow, PyTorch), and data visualization
- Experience and fundamental understanding of machine learning techniques (e.g., logistic regression, random forest, XGBoost, SVMs, K-means, neural networks)
- Solid understanding of variable selection; dimensionality reduction; model diagnostics; and model training, testing, and validation
- Experience deploying machine learning models in production (e.g., CI/CD pipeline development; containerization using tools such as docker, podman, or Kubernetes; Git)
- Ability to work both independently and within a multidisciplinary team environment to provide innovative solutions
- Ability to successfully collaborate with colleagues from diverse technical backgrounds which includes excellent communication, interpersonal, verbal, and written skills
- Strong critical thinking and problem-solving skills, flexibility, and willingness to learn
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