Osaro

Machine Learning Engineer

Reposted 8 Days Ago

San Francisco, CA

In-Office

140K-180K Annually

Mid level

Artificial Intelligence • Machine Learning • Software

The Role

The Machine Learning Engineer will develop machine learning models, build data pipelines, and collaborate with teams to identify customer needs. Responsibilities include training and validating deep learning models and presenting performance results.

Summary Generated by Built In

We are searching for a Machine Learning Engineer to help us build upon the intelligence and capabilities of our robots and the machine learning systems that power them. Our products combine state-of-the-art perception algorithms and adaptive decision-making abilities with sophisticated control algorithms to endow industrial robots with the autonomy needed to perform efficiently at scale in several industrial applications.

As a Machine Learning Engineer, you will work closely with our robotics, deployment, and sales teams to identify customer needs and conceptualize and build out machine learning solutions to those needs. You will also be responsible for monitoring, training, and validating performance of our deep learning models. We value candidates who are passionate about what they build, feel a strong sense of ownership over their work, and love being continually challenged. Our ideal candidates are those who care deeply about their team and demonstrate both directness and integrity.

Examples of the work you will be doing

Building product features, data pipelines, and tooling for visualizing and understanding machine learning models
Creating and adapting SOTA model architectures in Tensorflow or PyTorch to solve unique, high-value problems
Applying best practices in data science to help the team draw actionable conclusions from our data and performance results
Working with our machine learning team to automate, manage, and validate our data collection pipelines and processes
Collecting, organizing, and presenting performance results to stakeholders

Technologies you will work with

Python
Rust
Google Cloud Platform (BigQuery, Cloud Spanner, & Cloud Storage)
Airflow
Kubernetes
Terraform
gRPC
Tensorflow
CI/CD

Qualifications

B.S. or higher degree in computer science or related engineering field
Excellent Python programming skills
Experience with Tensorflow or a similar deep learning framework
Knowledge of key concepts in machine learning (particularly deep learning) and data science
Familiarity with big data and databases (BigQuery)
Strong ethic of self-reliance and the initiative to take ownership of projects
Strong communication skills
Ability to determine reasonable timelines and deliver results accordingly
Legal authorization to work in the U.S. is required

Nice to haves

Strong theoretical knowledge and practical experience with classical machine learning and deep learning techniques
Experience with 3D scene understanding and object detection/segmentation from vision
Experience with robotic manipulation hardware: arms, 3D cameras, force sensors
Experience working independently on large, shared code bases and infrastructure
Experience with big data processing tools: Spark/Hive/BigQuery etc.

More About OSARO

OSARO is a San Francisco-based startup company applying deep learning technology to next-generation robotics applications. Some of Silicon Valley’s leading investors, including Peter Thiel, Jerry Yang, and Scott Banister have backed OSARO. Our vision is to build brains for robots on an industrial scale and we are excited and driven to see the results of our efforts operating in and interacting with the real world. We implement state-of-the-art techniques but constantly strive to build the simplest possible solution. OSARO is technique agnostic and always focused on the goal. We regularly review academic literature and techniques while steering clear of the hype. We’re focused on delighting our customers with systems that work like magic.

We have a highly international team made up of expert machine learning practitioners and dedicated software and hardware engineers which match well with the global nature of our business. We are naturally curious, love healthy debate, and respect varying points of view. At OSARO, we strive to be champions for equality. We believe we can serve as a model for diversity in the tech industry by emphasizing policies of nondiscrimination and inclusion at every step.

We are an equal opportunity employer who offers

Health, dental, vision, and commuter benefits & stipend

Catered lunches in a dog friendly office, phone and learning stipend

Generous vacation time

Excellent paid parental leave policy with the option for additional reduced and unpaid leave

The above full-time position is available immediately. You should be willing to move to the SF Bay Area and physically be in the office. This is not a remote position.

Top Skills

Airflow

Ci/Cd

Google Cloud Platform

Grpc

Kubernetes

Python

Rust

TensorFlow

Terraform

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The Company

San Francisco, CA

69 Employees

Year Founded: 2015

What We Do

OSARO is AI for industrial automation. In essence, OSARO’s software enables industrial robots to perform diverse tasks in a wide range of environments. OSARO is transitioning the industry from static robotic systems into dynamic solutions.

PRODUCTS

OSARO Pick is a full suite of machine-learning software, which automates piece picking for distribution centers. Our proprietary system recognizes objects and controls the movement during the picking process.

OSARO Vision is a stand alone solution that recognizes products for factory automation. OSARO Vision is an application of flexible software that can be integrated into any robotic system and licensed to large providers and/or their subcontractors.

The demand for warehouse automation technology is increasing due to the convergence of several factors: the rapid shift to a competitive online shopping business, high capital costs coupled with growing labor shortages around fulfillment centers worldwide, and the acknowledgement of the maturity of technology to safely and cost-effectively create and sustain smart factories.

Our markets are global and include e-commerce fulfillment and materials handling ($180B market); industrial robotics ($20B market); retail, health and beauty products, apparel, electronics and we are testing applications in the food processing and distribution industry, as well as automotive assembly - trillion dollar markets.

Our business model is to work directly with warehouse technology providers to accelerate systems integration. And, as we are a software provider, once the robotic hardware is procured, our vision and control systems can be up and running in hours.

OSARO employs a diverse & talented team of experts in the specialized field of machine and deep learning. Our core values are integrity, responsibility, focus on continuous learning, speed and determination and kirei, a Japanese kanji meaning brilliant. Our team is dedicated to building these core values into our products.