NiCE · 6 hours ago
Senior Machine Learning Engineer
Atlanta, GA
Full-time
Onsite
Senior Level
5+ years expNiCE is a company that provides state-of-the-art enterprise level analytics for business communications. They are seeking a Senior Machine Learning Engineer to conduct research and develop advanced speech recognition algorithms, build and fine-tune machine learning models, and collaborate with internal stakeholders to align model requirements with business objectives.
Enterprise SoftwareInformation TechnologyRobotic Process Automation (RPA)SecuritySoftware
No H1B
Responsibilities
Conduct cutting-edge research and develop advanced speech recognition algorithms and models
Build and fine-tune deep learning and machine learning models, with a focus on large language models
Work closely with internal stakeholders to define model requirements and ensure alignment with business objectives
Develop AI predictive models and perform data and model accuracy analyses
Produce and present findings, technical concepts, and model recommendations to both technical and non-technical stakeholders
Develop and maintain scripts/tools to automate both new model production and updates to existing model packages
Stay abreast of the latest advancements in data science research and contribute to the development of our knowledge base
Collaborate with developers to design automation and tool improvements for model building
Maintain documentation of processes and projects across all supported languages and environments
Qualification
Required
Experience designing the internals of successful commercial speech recognition systems from vendors such as Microsoft, DeepGram, Meta, AssemblyAI, OpenAI, etc
Minimum of 5 years of machine learning work experience with at least 3 years working with deep learning models using real-life data
Advanced degree(s) in a STEM field such as Computer Science, Mathematics, Engineering, or equivalent practical experience
Excellent proficiency in Python programming and familiarity with deep learning libraries (e.g., PyTorch, TensorFlow)
Experience turning inference from research level to enterprise production level
Advanced knowledge of statistical techniques and concepts (e.g., regression, statistical tests)
Experience with building and/or fine-tuning large language models and traditional machine learning models
Strong research skills with a proven track record of developing and implementing NLP algorithms
Excellent verbal and written communication skills, including the ability to present complex concepts to technical and non-technical stakeholders
Experience with relational databases and query languages (e.g., SQL)
Familiarity with version control (e.g., Git) and project management tools (e.g., Jira, Confluence)
Preferred
Published research papers in the field of NLP or related areas
Experience working on international, globe-spanning teams
Experience as part of a software organization
Expertise with Big Data technologies (e.g., PySpark)
Familiarity with ML processes and packages like HuggingFace models
Technical writing skills to document processes and communicate findings effectively
Experience with cloud platforms (e.g., AWS) and remote access tools
Knowledge and interest in foreign languages and linguistics
Company
NiCE
NiCE is transforming the world with AI that puts people first.
5001-10000 employees
Funding
Current Stage
Public CompanyTotal Funding
unknown1996-02-02IPO
Leadership Team
D
David Gustafson
VP, GM of Platform
Matt Reading
VP, Customer Succes
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