Machine Learning Engineer
Deep 6 AI
This job is no longer accepting applications
See open jobs at Deep 6 AI.See open jobs similar to "Machine Learning Engineer" Techstars.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.
This job is no longer accepting applications
See open jobs at Deep 6 AI.See open jobs similar to "Machine Learning Engineer" Techstars.