Senior Software Engineer
Machine Learning
Posted on 2/14/2023
INACTIVE
Locations
Dorchester, Boston, MA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
AWS
Data Analysis
Data Structures & Algorithms
JavaScript
Natural Language Processing (NLP)
TypeScript
Quality Assurance (QA)
Requirements
- Proven experience as a Machine Learning Engineer or similar role, delivering value to meet customers' business requirements
- Experience leveraging ML libraries and tools such as HuggingFace, OpenAI, Comprehend, etc
- Experience building and managing a data pipelines, including ETL/ELT, data delivery, monitoring & data QA
- Experience with ML algorithms, predictive models and natural language processing
- Hands on experience deploying ML models into production systems
- Experience with cloud platforms like AWS or Google Cloud
- A collaborative attitude and natural curiosity
- Outstanding analytical and problem-solving skills
- Strong project management and organizational skills
- Excellent communication skills across technical and business stakeholders, with an ability to explain complex concepts in easy-to-understand way
Responsibilities
- Partner closely with product, engineering, and business teams to proactively identify opportunities, creating and deploying ML and data solutions to alter the user experience in the Hi Marley platform
- Build, extend and deploy ML models using the latest technologies
- Work with data and analytics experts to ensure data solutions are available to support our growing product suite and internal analytics needs
- Support design, development, and maintenance of our database architecture allowing expanded functionality and improved performance (schema design and expansion/query optimization/index creation/stored procedure creation/etc.)
- Design, build, monitor & iterate on scalable data pipelines for ML and analytics applications
- Work as part of multidisciplinary teams to scope, develop, and deliver new products and features
- Improve internal tools for democratization of our data
- Communicate and document solutions and design decisions
- Provide technical leadership and mentorship to junior team members
Desired Qualifications
- Proven experience with modern javascript development (node, typescript is a plus)