Senior Software Engineer Data - Machine Learning

Profile

Description

We are looking for a Data Engineer to work with our data science teams to collect, store, process, and analyze huge sets of data. The primary focus will be on choosing optimal solutions to use for these purposes, then maintaining, implementing, and monitoring them. You will also be responsible for integrating them with the architecture used across teams in our group.

Responsibilities

Role: Data Engineer

Assignment: Humana - Digital Health & Analytics

Location: Boston, MA or Louisville, KY

Summary of Duties & Job Description

We are looking for a Data Engineer to work with our data science teams to collect, store, process, and analyze huge sets of data. The primary focus will be on choosing optimal solutions to use for these purposes, then maintaining, implementing, and monitoring them. You will also be responsible for integrating them with the architecture used across teams in our group.

Responsibilities

Selecting and integrating any Big Data tools and frameworks required to provide requested capabilities.

Implementing ETL process and data pipelines

Monitoring performance and advising any necessary infrastructure changes

Collaborating with Data Scientists to build Machine Learning systems and run experiments

Skills and Qualifications

Strong algorithm and data structures knowledge

Knowledge of various databases (RDBMS, noSQL, HDFS, Cassandra, Redis)

Experience building cloud data lakes and data warehouses is highly desirable.

Experience with security and authentication in cloud platforms (Azure preferred)

Bachelor's Degree or above in a technical field (Computer Science preferred)

5 years of experience in data engineering

Proficient in one or more programming languages (Python, Java, JavaScript, C#, etc.)

Experience building stream-processing systems, using solutions such as Spark-Streaming or Flink

Familiar with Spark ecosystem (e.g. Databricks)

Good knowledge of Big Data querying tools

Understanding of Data Catalog, Data Governance, Data Lineage

Knowledge of various ETL techniques and data pipelines

Knowledge of messaging systems, such as Kafka or RabbitMQ

Familiarity with Machine Learning, Deep Learning and Natural Language Processing workflows and libraries (scikit-learn, Spark MLlib, TensorFlow/Keras/PyTorch)

Running Machine Learning tests and experiments

What It's Like To Work Here

We take immense pride in cultivating a strong, person-first culture always looking for ways to be intentionally uncommon. Our team is made up of talented, creative, kind, funny, and energetic folks wired for continuous improvement.

To be great at Humana, we find our team members have these things in common:

Gain energy from working in a fast-paced, creative environment

Decision making that employs a blend of data-driven insights and intuition

Ability to multitask and handle multiple projects concurrently

Resilience and positivity, able to address setbacks and bounce back quickly

Resourcefulness, discovering creative ways to get things done

Joy in making an immediate and positive impact

Diverse interests that are welcomed in and extend beyond our organization

Reporting Relationships

You will report to a Technology Manager.

Schedule: Full-time

Primary Location : Boston, MA or Louisville, KY

Role: Technology

Work Environment Type: Office

Scheduled Weekly Hours

40

Company info

Humana Inc.
Website : http://www.humana.com