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Remote Full Stack Software Developer Work From Home Jobs in Pennsylvania

Stack AV

Senior Data Platform Engineer

Pittsburgh, PA · On-site +1

About Stack: Stack is developing revolutionary AI and advanced autonomous systems designed to ... You will work at the intersection of infrastructure, distributed systems, and developer experience ...

HHAeXchange

Sr. Software Engineer

Philadelphia, PA · On-site +1

$140K - $160K/yr

HHAeXchange is the leading technology platform for home and community-based care. Founded in 2008 ... You'll work across the full stack - from intuitive frontends to scalable backend services - diving ...

Eurofins Scientific

IT Software Developer

Lancaster, PA · On-site +1

$70K/yr

From the food you eat, to the water you drink, to the medicines you rely on, Eurofins laboratories ... Design, develop, and maintain full stack web applications using .NET, Vue and Angular frameworks

BizFirst

$45 - $60/hr

Remote (United States) · Work Type: Contract 1099 · Openings: 2 Software Developer (Cleared ... the full SDLC, including requirements, design, development, testing, deployment, and production ...

Eurofins

IT Software Developer

Lancaster, PA · On-site +1

$70K/yr

From the food you eat, to the water you drink, to the medicines you rely on, Eurofins laboratories ... Design, develop, and maintain full stack web applications using .NET, Vue and Angular frameworks

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Remote Full Stack Software Developer Work From Home information

What is the difference between Remote Full Stack Software Developer Work From Home vs Remote Front End Developer Work From Home?

AspectRemote Full Stack Software Developer Work From HomeRemote Front End Developer Work From Home
Required SkillsProficiency in both front-end and back-end technologies, programming languages, databasesExpertise in HTML, CSS, JavaScript, UI/UX design, front-end frameworks
Work EnvironmentTypically involved in full project lifecycle, backend and frontend tasks, collaborative teamsFocuses on user interface, client-side development, visual design, user experience
Common EmployersTech companies, startups, agencies requiring full-stack capabilitiesWeb development firms, digital agencies, companies emphasizing UI/UX

Remote Full Stack Software Developers work on both front-end and back-end tasks, requiring a broad skill set, while Remote Front End Developers specialize in user interface and client-side development. Both roles are in high demand for remote work, but they focus on different aspects of software development.

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Remote Full Stack Software Developer Work From Home jobs near you

Staff Software Engineer, ML Platform

Stack AV

Pittsburgh, PA • On-site, Remote

Full-time

Posted 28 days ago

Job description

About Stack:
Stack is developing revolutionary AI and advanced autonomous systems designed to enhance safety, reliability, and efficiency of modern operations. Stack's autonomous technology incorporates cutting-edge advancements in artificial intelligence, robotics, machine learning, and cloud technologies, empowering us to create innovative solutions that address the needs and challenges of the dynamic trucking transportation industry. With decades of experience creating and deploying real world systems for demanding environments, the Stack team is dedicated to developing an autonomous solution ecosystem tailored to the trucking industry's unique demands.
About the Role:
In the ML Data Understanding team, our mission is to provide trusted and useful data to efficiently power all of Stack's ML applications end-to-end from mining to training to safety evaluation. We work hand in hand with AV autonomy teams to provide cutting edge solutions to all their data needs, working across data engineering, mining, modeling and infrastructure. In particular, we provide services to find (data mining), curate (datasets), annotate (data labeling), search and serve (high throughput data access) data for all ML needs.
  • Data Mining: We are building a framework and infrastructure to find interesting events quickly and flexibly. As part of this mission, you would be setting the direction for and helping us build an inference service using LLMs, open-world models and vector databases.
  • Semantic Search for Data Mining: We are building the infrastructure of a highly scalable semantic search service for multimodal data to find interesting events quickly and flexibly. As part of this mission, you would be setting the direction for and helping us build an inference service using the latest AI models & approaches.
  • Dataset management for training: We are building state of the art infrastructure to support machine learning training and inference workloads using OSS components such as Ray, Spark, Lance and Iceberg.

Responsibilities:
  • Build state-of-art multimodal data mining and semantic search solutions to power AV product development.
  • Develop data understanding platform infrastructure for real-time querying/vector databases and batch/stream processing using technologies like Ray, Spark, Lance, or similar.
  • Deliver end-to-end data mining solutions that span onboard (C++) and offboard (ML & Data Infra) infrastructure to accelerate AV product development.
  • Develop e2e solution for real-time semantic search services (text/images/videos) and vector DBs.
  • Discover and identify key issues in existing ML infra and proactively improve system performance.
  • Build low latency/high throughput batch or stream processing pipelines.
  • Drive technical discussions across multiple orgs and deliver solutions on a timely basis.
  • Architect and tune ETL pipelines to maximize GPU/CPU/Ram utilization.
  • Write readable and high-performance Python/C++ code.

Qualifications:
  • Experience with both ML platforms and building ML-based applications (modeling experience is a bonus).
  • Proven track record of building scalable, reliable infrastructure in a fast-paced environment.
  • Ability to collaborate effectively across teams.
  • Experience building or using ML infrastructure for a large number of customer teams.
  • Deep understanding of design trade-offs with the ability to articulate those trade-offs and achieve alignment with others.
  • Experience in building ML models or infrastructure in domains such as autonomous vehicles, perception, and decision-making (desirable but not required).
  • Experience with model training, model optimization, or large data processing pipelines.
  • Prior experience in autonomous vehicles (AV) is a plus.
  • 6+ years of experience with:
    • Multimodal data indexing and inference pipelines.
    • Building semantic search service, embedding generation for video/images and vector DB.
    • Large scale ML pipelines (Airflow/Flyte) and model optimization.

We are proud to be an equal opportunity workplace. We believe that diverse teams produce the best ideas and outcomes. We are committed to building a culture of inclusion, entrepreneurship, and innovation across gender, race, age, sexual orientation, religion, disability, and identity.
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Please Note: Pursuant to its business activities and use of technology, Stack AV complies with all applicable U.S. national security laws, regulations, and administrative requirements, which can restrict Stack AV's ability to employ certain persons in certain positions pursuant to a range of national security-related requirements. As such, this position may be contingent upon Stack AV verifying a candidate's residence, U.S. person status, and/or citizenship status. This position may also involve working with software and technologies subject to U.S. export control regulations. Under these regulations, it may be necessary for Stack AV to obtain a U.S. government export license prior to releasing its technologies to certain persons. If Stack AV determines that a candidate's residence, U.S. person status, and/or citizenship status will require a license, prohibit the candidate from working in this position, or otherwise be subject to national security-related restrictions, Stack AV expressly reserves the right to either consider the candidate for a different position that is not subject to such restrictions, on whatever terms and conditions Stack AV shall establish in its sole discretion, or, in the alternative, decline to move forward with the candidate's application.

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