Resumen del rol

Senior Software Engineer- Machine Learning

Requisitos y responsabilidades

Contenido del rol extraído en secciones para revisar más rápido.

Key Responsibilities:

  • 50% Delivery and Execution - Develops, tests, deploys, and maintains software, with a clear understanding of the value the software is to provide; Takes on new opportunities and tough challenges with a sense of urgency, high energy and enthusiasm; Consistently achieves results, even under tough circumstances; Develops test suites (functional, destructive, etc) to enable success, rapid deployment of code to production; Takes a broad view when approaching issues; using a global lens
  • 20% Learns and Grows - Learns through successful and failed experiment when tackling new problems; Actively seeks ways to grow and be challenged using both formal and informal development channels
  • 20% Plans and Aligns - Collaborates with other team members in agile processes; Creates new and better ways for the organization to be successful; Works the Product Team to ensure user stories are valuable, developer ready, easy to understand and testable; Delivers multi-mode communications that convey a clear understanding of the unique needs of different audiences; Adapts approach and demeanor in real time to match the shifting demands of different situations; Relates openly and comfortably with diverse groups of people
  • 10% Supports and Enables - Helps grow junior engineers by providing guidance on modern software development frameworks, and leading technical discussions

Direct Manager/Direct Reports:

  • This position typically reports to Software Engineer Manager or Sr. Manager
  • This position has 0 Direct Reports

Travel Requirements:

  • No travel required.

Physical Requirements:

  • Most of the time is spent sitting in a comfortable position and there is frequent opportunity to move about. On rare occasions there may be a need to move or lift light articles.

Working Conditions:

  • Located in a comfortable indoor area. Any unpleasant conditions would be infrequent and not objectionable.

Minimum Qualifications:

  • Must be eighteen years of age or older.
  • Must be legally permitted to work in the United States.

Preferred Qualifications:

  • 3-5 years of experience
  • Languages — Strong in at least one of: Java, Scala, Python
  • Microservices — REST APIs, gRPC, event-driven architecture (Pub/Sub, Cloud Tasks)
  • System Design — Distributed systems, scalability, fault tolerance, API gateway patterns
  • GCP Core — Compute Engine, GKE, Cloud Run, Cloud Functions, IAM
  • BigQuery — Advanced SQL, partitioning, clustering, cost optimization
  • Pipelines — Dataflow (Apache Beam), Dataproc (Spark), batch and streaming
  • Storage — Bigtable, Cloud Storage, Firestore
  • Orchestration — Cloud Composer (Airflow), Workflows
  • Vertex AI — Model training, hyperparameter tuning, pipelines, model registry
  • Frameworks — TensorFlow, PyTorch, scikit-learn MLOps — Model serving (Vertex AI Endpoints), monitoring, retraining pipelines Feature Store — Vertex AI Feature Store Search ML — Ranking, relevance tuning, embeddings (nice to have) AI & LLM Gemini — Gemini API, Gemini Pro, multimodal usage Vertex AI
  • Generative AI — Model Garden, grounding, tuning RAG — Retrieval Augmented Generation, Vector Search (Vertex AI Vector Search) Agentic AI — Multi-agent frameworks, tool use, autonomous workflows

Minimum Education:

  • The knowledge, skills and abilities typically acquired through the completion of a bachelor's degree program or equivalent degree in a field of study related to the job.

Preferred Education:

  • No additional education

Minimum Years of Work Experience:

  • 3

Preferred Years of Work Experience:

  • No additional years of experience

Minimum Leadership Experience:

  • None

Preferred Leadership Experience:

  • None

Certifications:

  • None

Competencies:

  • Global Perspective
  • Manages Ambiguity
  • Nimble Learning
  • Self-Development
  • Collaborates
  • Cultivates Innovation
  • Situational Adaptability
  • Communicates Effectively
  • Drives Results
  • Interpersonal Savvy
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FocoMachine Learning EngineeringÁrea del rol
Señal de senioritySeniorNivel del candidato
StackGCP, Java, LLMSkills principales
Ubicación1 país aceptadoElegibilidad

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