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Machine Learning Engineer

Deep 6 AI

Deep 6 AI

Software Engineering
Pasadena, CA, USA · Remote
Posted on Tuesday, July 2, 2024
Deep 6 AI is a fast-growing tech startup headquartered in Los Angeles, California looking for talented, dynamic team members who want to help shape our groundbreaking artificial intelligence platform.
We are transforming and accelerating clinical trials, to help get life-saving treatments to patients faster and accelerate innovation in healthcare. To that end, we build a cutting-edge software suite that connects all clinical research stakeholders, from research teams to treating physicians, patients, and study sponsors on a real-time, real-world data SaaS platform, powered by AI.
We are seeking a highly skilled and experienced Senior Machine Learning Engineer to join our dynamic team. This role is ideal for individuals passionate about leveraging their technical skills in a purpose-driven environment to improve healthcare outcomes.

What You'll Do

  • Lead the design, development, and deployment of machine learning models( BERT + LLM ) into real-world production applications.
  • Implement and maintain ML pipelines, ensuring scalability and efficiency.
  • Analyze and manipulate raw data formats (FHIR, JSON, CSV) for ML model training and deployment.
  • Utilize AWS services for various data engineering and machine learning tasks.
  • Assist in data ingestion(ie. flow from raw data to Elasticsearch documents) and processing of streaming data through ML models.
  • Collaborate with cross-functional teams to understand and meet data requirements.
  • Ensure the integrity, availability, and privacy of data in line with industry standards.

About You

  • 5+ years of experience in software engineering, machine learning, and deploying models into production.
  • Strong programming skills in Python, Kotlin/Java, or Scala with a deep understanding of object-oriented programming principles.
  • Extensive experience with distributed computing systems (we use AWS).
  • Familiarity with AWS services like Lambda, S3, ECS.
  • Experience with microservices and event-driven systems.
  • Familiarity with search engines (ideally Lucene-based, like Elasticsearch).
  • Expert in deploying machine learning models, especially BERT models and LLMs, into production environments.
  • High-level understanding of machine learning models, pipelines, training, and deployment.
  • Strong communication skills and ability to articulate complex technical concepts.
  • Eager learner and self-starter, with an inclination towards problem-solving.
  • Ability to work remotely and collaborate with a distributed team.
  • Passion for technology and healthcare innovation.
  • Excellent team player, with a supportive and collaborative attitude.
  • Commitment to personal and professional growth, with a willingness to be mentored.
  • If you are passionate about using your machine learning expertise to drive healthcare innovation and want to work in a collaborative, purpose-driven environment, we encourage you to apply.

Nice To Have Experience

  • HealthTech or working with healthcare-related data (HL7v2, FHIR) is a significant advantage.
  • Optimizing Elasticsearch queries to provide better recall and precision with complex queries.
Our Culture
We are a very collaborative group that is inclusive, fun, and hard-working. We appreciate the value in diverse backgrounds and experiences so that we can create the best product through different perspectives and ideas. Deep 6 AI welcomes remote work and has fully-remote teams throughout the country; we strive to create an environment where you can do your best work in the environment and location that is best suited for each individual. As a member of our team, you can expect to work with intelligent, curious, and motivated peers who value and respect your perspectives. Deep 6 AI is headquartered in Los Angeles and has employees nationwide.
Benefits
In addition to competitive salary and a unique opportunity to thrive at a growing company, Deep 6 AI offers various formal benefits as well as a generous PTO plan which includes sick and vacation days, and as well as employer-paid medical, dental, vision, life insurance and long-term disability coverage. A 401k plan is available, too.
The above statements describe the general nature and level of work being performed in this job function. They're not intended to be an exhaustive list of all duties, and indeed additional responsibilities may be assigned by Deep 6.
At Deep 6, we appreciate the opportunity to benefit from the diverse backgrounds and experiences of others. Because of our deep commitment to respect every individual, Deep 6 is an equal opportunity employer.