Machine Learning Engineer

Machine Learning Engineer

Position Overview

SDG is seeking a Machine Learning Engineer to join our high-performance software community. This role is crucial in designing, implementing, and deploying machine learning models to solve complex problems and enhance our customers' products and services. You will be part of a tight-knit technical community, offering continuous growth opportunities among top technical talent. You will collaborate closely with a cross-functional team of data scientists, software engineers, and domain experts to drive the development and deployment of machine learning solutions.

About SDG

SDG is a team of collaborative and creative consultants who build and deliver custom software for recognizable local and national brands. We operate across over 500 technologies, fostering a culture of continuous learning and providing a unique, award-winning work experience. Our team is characterized by exceptional integrity and a commitment to creating the best possible customer solutions, ensuring successful partnerships and a high-performing team environment.

Responsibilities

• Design, implement, and optimize machine learning algorithms and models to address specific business challenges.
• Collaborate with data engineers to preprocess and transform raw data into a format suitable for machine learning models.
• Conduct feature engineering to extract relevant information for model training.
• Train, validate, and fine-tune machine learning models using state-of-the-art techniques.
• Evaluate model performance and iterate on models to improve accuracy and efficiency.
• Deploy machine learning models into production environments and integrate them into existing systems.
• Collaborate with software engineers to ensure seamless integration with our products.
• Stay abreast of the latest developments in machine learning and related fields.
• Proactively identify opportunities to enhance existing models and propose new approaches to solve business problems.

Requirements

• 3+ years of hands-on machine learning development experience.
• Experience delivering solutions in large-scale enterprise environments.
• Experience with Public Cloud Providers such as AWS and Microsoft Azure.
• Experience with AWS and/or Azure data tools and services.
• Strong understanding of data processing, data engineering, and data visualization.
• Experience with SQL and NoSQL databases.
• Proficient in programming languages such as Python and R.
• Familiarity with big data technologies such as Apache Spark.
• Experience with Machine Learning frameworks such as TensorFlow or PyTorch.
• Ability to work effectively in a collaborative, cross-functional team environment.
• Excellent communication skills and the ability to explain complex concepts to both technical and non-technical stakeholders.
• Strong analytical and problem-solving skills.
• Proven ability to tackle complex problems and deliver robust machine learning solutions.
• Prior consulting or professional services experience is a bonus.
• Degree or certification in Computer Science, or equivalent related work experience.

What's in it for you?

• Full-time salaried consultant position.
• A true stake in success: SDG is an ESOP - 100% employee-owned.
• Recognized as a Star Tribune Top Workplace winner for the last 6 consecutive years.
• National Top Workplace in 2023 and 2024.
• Engaged teammates who care about quality.

Employment Type

Full-time

Location Type

Information not specified

Salary

Information not specified