Machine Learning Engineer
HangSalary not specified
- Full Time
- Senior (5 to 8 years)
Not SpecifiedCompensation
Junior (1 to 2 years)Experience Level
Full TimeJob Type
UnknownVisa
Software DevelopmentIndustries
Requirements
Candidates should possess at least 3 years of hands-on machine learning development experience, with proven experience delivering solutions in large-scale enterprise environments. They must have experience with Public Cloud Providers such as AWS and Microsoft Azure, along with experience utilizing AWS and/or Azure data tools and services. A strong understanding of data processing, data engineering, and data visualization is required, alongside proficiency in programming languages like Python and familiarity with big data technologies such as Apache Spark. Experience with Machine Learning frameworks like TensorFlow or PyTorch, SQL and NoSQL databases, and the ability to work effectively in a collaborative, cross-functional team environment are also necessary. Prior consulting or professional services experience is a bonus, and a degree or certification in Computer Science or equivalent work experience is desired.
Responsibilities
The Machine Learning Engineer will be responsible for designing, implementing, and optimizing machine learning algorithms and models to address specific business challenges, collaborating with data engineers to preprocess and transform data, conducting feature engineering, training, validating, and fine-tuning models, deploying models into production environments, and integrating them into existing systems. They will also stay abreast of the latest developments in machine learning, proactively identifying opportunities to enhance models, and explaining complex concepts to both technical and non-technical stakeholders.
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