Senior Machine Learning Engineer

  • BHO Tech
  • San Francisco, CA, USA
  • Jul 08, 2024
Full time Engineering

Job Description

We harness the power of machine learning and predictive analytics to discover some of the fastest-growing companies in the consumer & retail sector. We are building a predictive data system called "Helio" to bring the data-driven revolution that has occurred in the public markets to the private markets, starting with consumer & retail.

We are working on challenging problems in information retrieval, entity resolution, and developing an in-depth knowledge graph of all private companies. We are mining vast amounts of data to successfully rewrite the rules on how private companies are evaluated.

With a background in both software development and machine learning, you will collaborate with software engineers, data scientists, PMs, and domain experts in consumer investing to develop & ship predictive data products in support of our mission - helping entrepreneurs thrive by connecting them with the capital & resources they need.

You are a passionate software engineer who is comfortable working across the full stack & lifecycle of predictive data products - prototyping, feature engineering, validation, and productionalization. You are comfortable working with data at scale with tools such as Spark, Dask, or Hadoop.

Responsibilities: 
- Collect and refine structured and unstructured data on private companies 
Build out our entity resolution platform that can identify references to companies, brands and products in highly unstructured digital documents and link them back to real world entities 
- Build scalable production systems for data collection, data transformation, feature extraction, model training, and scoring, using distributed software tools 
- Build end to end algorithms for objectively measuring the quality of private consumer companies 
- Contribute to all phases of algorithm development including ideation, prototyping, design and production

We're looking for teammates who have: 
- Bachelor's degree or higher in Computer Science,Information retrieval-Natural Language processing, Math, Statistics or related technical field 
- 8+ years of track record in building and delivering production quality software systems 
- 2+ years of experience in machine learning, NLP and/or information retrieval, and broad knowledge of machine learning APIs, tools, and open source libraries 
- Excellent coding skills and strong fundamentals in algorithms, data structures, predictive modeling and big data concepts 
- Experience in distributed data processing frameworks such as Dask, Spark or Hadoop 
- Experience with Entity Resolution or Knowledge Graph problem spaces a huge plus

Skills

Python, Machine Learning, Natural Language Processing, Amazon Web Services, Apache Spark, Numpy/Scipy/Pandas/Scikit-learn

Compensation

$120K – $160K and higher (DOE)
0.0% – 1.0%

Visa Sponsorship

Not available


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