Sr. Data Scientist
About the role
JOB DESCRIPTION
A client in Spring, Tx is looking for a Sr. Data Scientist to join their Data Analytics Team. The Data Scientist must be proficient with Databricks and Azure AI. They would be joining a team of 3 other Data Scientist, helping with current and futuristic projects. This individual must be able to lead data-driven projects, guide strategic decisions, and provide strong mentorship to support junior team members and interns. Job Duties: - Apply advanced data science concepts to deliver data-driven digital offerings and insights using Databricks Lakehouse architecture. - Utilize modern machine learning methods and domain understanding to support the creation of new products and services, leveraging MLflow for experiment tracking and model lifecycle management. - Collaborate with data and analytics teams and cross-functional departments such as digital, services, class, and engineering to build scalable ML solutions and deliver actionable insights. - Write independent source code in Python, PySpark, and SQL, validate and test models, and use Databricks Feature Store for consistent feature reuse and governance. - Develop and deploy scalable and interpretable data products per business-defined requirements using Databricks Repos, Model Serving, and Azure Machine Learning
This role will require working a hybrid schedule, on-site Tuesday-Thursday.
REQUIRED SKILLS AND EXPERIENCE
- 8+ years of experience developing and deploying machine learning solutions in production environments.
- Extensive Databricks AI Platform expertise, like MLflow, Unity Catalog, Feature Engineering, Model Serving, Lakehouse Architecture, and end-to-end MLOps capabilities.
- Strong Software Engineering, DevOps, and MLOps background, including Git, CI/CD pipelines, Azure DevOps (or equivalent), automated testing, deployment automation, monitoring, observability, and production support.
- Strong experience with predictive analytics, statistical modeling, machine learning, and AI solution development.
- Hands-on expertise with the Databricks AI Platform, including: o MLflow o Unity Catalog o Feature Engineering / Feature Store o Model Serving o Lakehouse Architecture o Databricks Workflows
- Experience working with large-scale distributed processing using Spark/PySpark.
NICE TO HAVE SKILLS AND EXPERIENCE
- Azure / AI Certifications
- Familiarity with Dataiku, Generative AI solutions, Large Language Models, and NLP frameworks like Hugging Face Transformers.
- Experience working in industrial, transportation, energy, maritime, manufacturing, or asset-intensive industries.
1701 City Plaza Dr, Spring, TX 77389
12 month contract to hire
Responsibilities
- Apply advanced data science concepts to deliver data-driven digital offerings and insights using Databricks Lakehouse architecture
- Utilize modern machine learning methods and domain understanding to support the creation of new products and services
- Collaborate with data and analytics teams and cross-functional departments to build scalable ML solutions
- Write independent source code in Python, PySpark, and SQL, validate and test models
- Develop and deploy scalable and interpretable data products per business-defined requirements
Qualifications
- 8+ years of experience developing and deploying machine learning solutions in production environments
- Extensive Databricks AI Platform expertise
- Strong Software Engineering, DevOps, and MLOps background
- Strong experience with predictive analytics, statistical modeling, machine learning, and AI solution development
- Hands-on expertise with the Databricks AI Platform
Skills mentioned
About Insight Global
Insight Global is an international talent and consulting company that delivers business outcomes in an ever-changing world. We obsess over solving problems and building solutions that move our customers further, faster. With access to top talent in more than 50 countries, our tech-enabled recruiters can build teams quickly. Our technical experts across Cloud, AI, Data, Enterprise Operations, and Applied Engineering deliver solutions tailored to each customer’s needs. As those needs evolve, so do we. As we evolve, though, we stay true to our purpose: to develop people personally, professionally, and financially so they can be the light to the world around them. It shows up in everything we do, from investing in our people to delivering results for our customers to making a meaningful impact in our communities.
H-1B sponsorship history
Historical employer filing data was found for Insight Global. The employer record includes 341 historical certified applications. This is employer-level history, not a guarantee that this role currently offers sponsorship.