Manager - Machine Learning Software Engineering

  • BHO Tech
  • Redwood City, CA, USA
  • Jul 08, 2024
Full time Engineering

Job Description

The team is responsible for delivering a data analysis and machine learning platform supporting internal and external Data Science teams and data streams at a peak volume of 1.5 million transactions per second. You will be part of our fast-moving and engineering-driven organization with highly motivated engineers who tackle challenges and problems that have never been solved before. This management position is highly visible, will require frequent communication and interactions with our senior leadership team, and will require a driven individual taking on the responsibilities to develop and shape our product roadmap and strategic goals. 

Your responsibilities as Manager of Machine Learning Software Engineers are:

  • Be passionate about driving and leading your team to success and help them to excel
  • Grow the Machine Learning Engineering team by hiring as well as developing engineers within your existing team
  • Interface and communicate regularly with our senior management and technical architects
  • Lead the release and sprint planning efforts and prioritize tasks for the Machine Learning Engineering team
  • Train and mentor internal and external team members
  • Lead our Machine Learning R&D efforts, drive those initiatives, and take ownership of the deliverables
  • Collaborate with others to design and implement your technical vision for the machine learning team and our Platform capabilities
  • Be a hands-on contributor during the entire development cycle from conception & design all the way through release
  • Help to design and build tools for the Data Science team to mine data at scale
  • Ensure the scalability of Machine Learning analytics across millions of networked sensors
  • Work with other engineering teams to integrate our streaming, batch, or ad-hoc analysis algorithms into our suite of applications
  • Work closely with data scientists in early phases of products development to understand their research, develop new tools, and ensure smooth integration and scalability of data science algorithms

Requirements:

  • Significant leadership experience managing highly technical teams
  • Advanced degree in computer science, math, or similar field
  • A minimum of 3 years of experience in an analytics software company
  • Machine learning and deep learning expert
  • Thrive in a fast-paced environment with a willingness to dive deep and getting things done.
  • Demonstrated project management experience
  • End-to-end ownership of projects
  • Stellar listening and explanation skills
  • Strong software design and architecture skills
  • Thorough knowledge of data structures, algorithms, profiling/optimization, and Object-Oriented and Functional Programming
  • Excellent programming and algorithmic skills and a strong interest in analytical challenges
  • Strong programming skills, ideally with Scala, Python, JavaScript, Java
  • Experience with large-scale analytics paradigms (Map Reduce, Spark, NoSQL, etc.)
  • Experience with building high-performance, highly-available and scalable distributed machine learning systems
  • Demonstrated understanding of core Machine Learning methodologies like regression, classification, clustering, predictive analytics, decision trees, natural language processing, neural networks & deep learning, support vector machines
  • Experience with Amazon AWS services
  • Disciplined approach to testing and quality assurance

Apply


Best Regards,
Kris
Kris Young
Account Manager
BHO Tech
San Jose, San Francisco CA
Phone: 866 816-1615 x 823
kris@bhotech.com
www.bhotech.com