Solution Design Group

Machine Learning Engineer

Minneapolis, Minnesota, United States

Not SpecifiedCompensation
Junior (1 to 2 years)Experience Level
Full TimeJob Type
UnknownVisa
Software DevelopmentIndustries

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

Skills

Machine Learning
Model Deployment
Data Preprocessing
Cloud Data Tools
Algorithm Optimization
Collaboration with Data Engineers

Solution Design Group

IT consulting and software development services

About Solution Design Group

Solution Design Group (SDG) provides IT consulting services, focusing on software development, system integration, and IT strategy consulting. Their approach involves understanding the unique needs of each client and delivering customized technology solutions. SDG's team consists of full-time, salaried consultants who are dedicated to ensuring customer success. A key aspect that sets SDG apart from competitors is its employee ownership model, which fosters a motivated workforce and a strong commitment to quality service. The company aims to not only meet client needs but also contribute positively to the community through various charitable activities and sponsorships.

Minnetonka, MinnesotaHeadquarters
1989Year Founded
VENTURE_UNKNOWNCompany Stage
Consulting, Enterprise Software, Social ImpactIndustries
201-500Employees

Benefits

Health Insurance
Dental Insurance
Vision Insurance
Life Insurance
Disability Insurance
Unlimited Paid Time Off
Paid Vacation
Paid Holidays
401(k) Retirement Plan
Company Equity
Professional Development Budget
Phone/Internet Stipend

Risks

Emerging IT firms offering lower-cost solutions threaten SDG's market share.
Rapid technological changes may challenge SDG's consultant training and service quality.
Economic downturns could reduce client IT budgets, impacting SDG's revenue.

Differentiation

SDG is 100% employee-owned, fostering a motivated and engaged workforce.
The company has been named Best Place to Work for ten consecutive years.
SDG offers tailored IT solutions, ensuring high-quality, customized services for clients.

Upsides

Growing demand for cloud-native applications aligns with SDG's service expansion opportunities.
AI-driven IT solutions present a chance for SDG to enhance client offerings.
Rising importance of cybersecurity allows SDG to expand into robust security solutions.

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