• Posted on: Oct 05, 2022
  • Location:
  • Job ID: 1a2f25ce
  • Type: Full Time
  • Category: Healthcare, Scientific
  • Posted on: Oct 05, 2022
  • Location:
  • Job ID: 1a2f25ce
  • Type: Full Time
  • Category: Healthcare, Scientific

Submit Your Resume

Upload File

Drop files here Or click here to upload the files

Is this not the right job for you? Create a job alert to be notified when a job that matches your criteria is posted.

This client is a Data Science forward Innovation Lab that produces proprietary AI/ML centered tech products to enrich its’ customers lives. 
  • Creates business application and modeling framework, for new datasets, and discovers insights and relationships from large/complex datasets through investigative research using advanced mathematical and/or statistical techniques.
  • Explores data using a variety of advanced statistical techniques to proactively identify relationships, create insights and answer business questions or guide future model development.
  • Build the hypothesis, identify research data attributes and determine best approach to address business issues.
  • Combines business acumen with mathematical capabilities to build complex predictive models to support business objectives.
  • Builds complex programs for running mathematical or statistical tests on data and for understanding complex relationships across attributes.
  • Incorporates findings and provides industry and competitor insights as part of model development and enhancement.
  • Researches and maintains awareness of industry best practices and business strategies.
  • Brings new and innovative ideas and approaches to develop business solutions.
  • Monitors industry and competitor trends to determine potential impact to predictive models.
  • Incorporates findings and provides industry and competitor insights as part of model development and enhancement.
  • Identifies, leverages and develops expertise in emerging technologies, open source tools, and harnesses new techniques (eg, machine learning).
  • Networks with and contributes thought leadership to the broader external analytics community. Builds awareness of leading techniques, tools, and data resources.
  • Assists with complex research or analytics projects related to large, complex business initiatives.
  • Interacts with company senior leadership to inform on industry trends and emerging research topics. Serves as internal expert for new areas of analytics exploration.

Requirements

  • PhD in quantitative field OR MS with 1-2 years relevant experience
  • Demonstrated experience in machine learning, predictive modeling, or statistics / data mining using large amounts of structured, semi structured, and unstructured data
  • Demonstrated experience using analytically oriented languages such as Python, R or Julia
  • Demonstrated experience working with large, complex datasets using big data technologies and languages
  • Experience formulating, approaching, and solving problems on massive datasets
  • Ability to work as part of a team and to communicate effectively
  • Exposure to Data Science frameworks (Numpy, Pandas, Tensorflow, Pytorch, etc.) is a plus.
  • Experience with cloud infrastructures
  • Experience with tools and best practices for software engineering, including version control, test, and review best practices
  • Relational database and SQL proficiency
  • Demonstrated impact in previous roles that involves hypothesis formation and testing, complex problem solving, and stakeholder communication
  • Industry experience with multiple of the following: NLP, Deep Learning, traditional supervised and unsupervised learning method.
Perks:
  • High level of trust given to engineers is the default.
  • Fully remote, partially remote, or on-site – up to you.
  • Subsidized conference attendance and training (Employee).
  • Flexible vacation policy (Employee).
  • Excellent benefits package included (Employee).
About Our Tech Stack:
  • Python (various web frameworks including FastAPI, Flask, Falcon, and Django).
  • Services containerized and deployed to Kubernetes (and sometimes Fargate).
  • Data pipelines orchestrated by Luigi.
  • Data parallelization done in containers using AWS Batch/Kubernetes
  • Some applications deployed on AWS, others on GCP.
  • Utilization of AWS Lambda, AWS Batch, GCP Cloud Functions, and GCP Cloud Run.
  • Code repositories and issue backlogs stored in Gitlab.
  • ArgoCD and Terraform Enterprise incorporated into our CI system and utilized for deployment.
  • Extensive use of the HashiStack (Consul, Vault, Terraform).
  • Datadog for tracing, monitoring, and logging.
  • Use of Pomerium Identity-Aware Proxy (IAP) for authentication.
  • Foxpass VPNs to connect to our VPCs, though we are moving towards a zero-trust model.
  • Slack and Zoom for team communication.
You’ll Fit Right in if You…
  • Want to make a real difference as part of a proven industry-leading team.
  • Are always asking “why?” and “what’s next?”
  • Can’t wait to attend upcoming scientific and technical conferences.
  • Want to experience both a start-up culture and large company resources.
  • Value diverse opportunities and perspectives.
  • Operate with a bias for action.
FacebookTwitter
[gravityform id="7" title="false" description="false"]
<script type="text/javascript">var gform;gform||(document.addEventListener("gform_main_scripts_loaded",function(){gform.scriptsLoaded=!0}),window.addEventListener("DOMContentLoaded",function(){gform.domLoaded=!0}),gform={domLoaded:!1,scriptsLoaded:!1,initializeOnLoaded:function(o){gform.domLoaded&&gform.scriptsLoaded?o():!gform.domLoaded&&gform.scriptsLoaded?window.addEventListener("DOMContentLoaded",o):document.addEventListener("gform_main_scripts_loaded",o)},hooks:{action:{},filter:{}},addAction:function(o,n,r,t){gform.addHook("action",o,n,r,t)},addFilter:function(o,n,r,t){gform.addHook("filter",o,n,r,t)},doAction:function(o){gform.doHook("action",o,arguments)},applyFilters:function(o){return gform.doHook("filter",o,arguments)},removeAction:function(o,n){gform.removeHook("action",o,n)},removeFilter:function(o,n,r){gform.removeHook("filter",o,n,r)},addHook:function(o,n,r,t,i){null==gform.hooks[o][n]&&(gform.hooks[o][n]=[]);var e=gform.hooks[o][n];null==i&&(i=n+"_"+e.length),gform.hooks[o][n].push({tag:i,callable:r,priority:t=null==t?10:t})},doHook:function(n,o,r){var t;if(r=Array.prototype.slice.call(r,1),null!=gform.hooks[n][o]&&((o=gform.hooks[n][o]).sort(function(o,n){return o.priority-n.priority}),o.forEach(function(o){"function"!=typeof(t=o.callable)&&(t=window[t]),"action"==n?t.apply(null,r):r[0]=t.apply(null,r)})),"filter"==n)return r[0]},removeHook:function(o,n,t,i){var r;null!=gform.hooks[o][n]&&(r=(r=gform.hooks[o][n]).filter(function(o,n,r){return!!(null!=i&&i!=o.tag||null!=t&&t!=o.priority)}),gform.hooks[o][n]=r)}});</script> <div class='gf_browser_unknown gform_wrapper gform_legacy_markup_wrapper' id='gform_wrapper_7' ><form method='post' enctype='multipart/form-data' id='gform_7' action='/surf_jobs/data-scientist-1a2f25ce/' novalidate> <div class='gform_body gform-body'><ul id='gform_fields_7' class='gform_fields top_label form_sublabel_below description_below'><li id="field_7_7" class="gfield gfield_contains_required field_sublabel_below field_description_below gfield_visibility_visible" data-js-reload="field_7_7"><label class='gfield_label' for='input_7_7' >First name<span class="gfield_required"><span class="gfield_required gfield_required_asterisk">*</span></span></label><div class='ginput_container ginput_container_text'><input name='input_7' id='input_7_7' type='text' value='' class='large' aria-required="true" aria-invalid="false" /> </div></li><li id="field_7_8" class="gfield gfield_contains_required field_sublabel_below field_description_below gfield_visibility_visible" data-js-reload="field_7_8"><label class='gfield_label' for='input_7_8' >Last name<span class="gfield_required"><span class="gfield_required gfield_required_asterisk">*</span></span></label><div class='ginput_container ginput_container_text'><input name='input_8' id='input_7_8' type='text' value='' class='large' aria-required="true" aria-invalid="false" /> </div></li><li id="field_7_1" class="gfield gfield_contains_required field_sublabel_below field_description_below gfield_visibility_visible" data-js-reload="field_7_1"><label class='gfield_label' for='input_7_1' >Email<span class="gfield_required"><span class="gfield_required gfield_required_asterisk">*</span></span></label><div class='ginput_container ginput_container_email'> <input name='input_1' id='input_7_1' type='email' value='' class='medium' aria-required="true" aria-invalid="false" /> </div></li><li id="field_7_10" class="gfield gfield--width-full gfield_contains_required field_sublabel_below field_description_below gfield_visibility_visible" data-js-reload="field_7_10"><label class='gfield_label' for='input_7_10' >Phone number<span class="gfield_required"><span class="gfield_required gfield_required_asterisk">*</span></span></label><div class='ginput_container ginput_container_phone'><input name='input_10' id='input_7_10' type='tel' value='' class='large' aria-required="true" aria-invalid="false" /></div></li><li id="field_7_11" class="gfield gfield--width-full gfield_contains_required field_sublabel_below field_description_below gfield_visibility_visible" data-js-reload="field_7_11"><label class='gfield_label' for='input_7_11' >Which industry do you work in?<span class="gfield_required"><span class="gfield_required gfield_required_asterisk">*</span></span></label><div class='ginput_container ginput_container_text'><input name='input_11' id='input_7_11' type='text' value='' class='large' aria-required="true" aria-invalid="false" /> </div></li><li id="field_7_12" class="gfield gfield--width-full gfield_contains_required field_sublabel_below field_description_below gfield_visibility_visible" data-js-reload="field_7_12"><label class='gfield_label' for='input_7_12' >Upload my resume<span class="gfield_required"><span class="gfield_required gfield_required_asterisk">*</span></span></label><div class='ginput_container ginput_container_fileupload'><input type='hidden' name='MAX_FILE_SIZE' value='838860800' /><input name='input_12' id='input_7_12' type='file' class='large' aria-describedby="gfield_upload_rules_7_12" onchange='javascript:gformValidateFileSize( this, 838860800 );' /><span class='gform_fileupload_rules' id='gfield_upload_rules_7_12'>Max. file size: 800 MB.</span><div class='validation_message validation_message--hidden-on-empty' id='live_validation_message_7_12'></div></div></li><li id="field_7_13" class="gfield gform_validation_container field_sublabel_below field_description_below gfield_visibility_visible" data-js-reload="field_7_13"><label class='gfield_label' for='input_7_13' >Name</label><div class='ginput_container'><input name='input_13' id='input_7_13' type='text' value='' autocomplete='new-password'/></div><div class='gfield_description' id='gfield_description_7_13'>This field is for validation purposes and should be left unchanged.</div></li></ul></div> <div class='gform_footer top_label'> <input type="submit" id="gform_submit_button_7" class="gform_button button om-trigger-conversion" value="Submit" onclick='if(window["gf_submitting_7"]){return false;} if( !jQuery("#gform_7")[0].checkValidity || jQuery("#gform_7")[0].checkValidity()){window["gf_submitting_7"]=true;} ' onkeypress='if( event.keyCode == 13 ){ if(window["gf_submitting_7"]){return false;} if( !jQuery("#gform_7")[0].checkValidity || jQuery("#gform_7")[0].checkValidity()){window["gf_submitting_7"]=true;} jQuery("#gform_7").trigger("submit",[true]); }'> <input type='hidden' class='gform_hidden' name='is_submit_7' value='1' /> <input type='hidden' class='gform_hidden' name='gform_submit' value='7' /> <input type='hidden' class='gform_hidden' name='gform_unique_id' value='' /> <input type='hidden' class='gform_hidden' name='state_7' value='WyJbXSIsIjYzZTkzNzhkY2Y1YmUzYzkyOTg0MmI4YmYyZWI5OGVkIl0=' /> <input type='hidden' class='gform_hidden' name='gform_target_page_number_7' id='gform_target_page_number_7' value='0' /> <input type='hidden' class='gform_hidden' name='gform_source_page_number_7' id='gform_source_page_number_7' value='1' /> <input type='hidden' name='gform_field_values' value='' /> </div> </form> </div>
["gf_submitting_3"]
["gf_submitting_3"]
[true]
[true]
[3, 1]
[3, 1]
[2, 1]
[2, 1]
["gf_submitting_3"]
["gf_submitting_3"]
[true]
[true]
[3, 1]
[3, 1]
["gf_submitting_3"]
["gf_submitting_3"]
[true]
[true]
[3, 1]
[3, 1]
["gf_submitting_3"]
["gf_submitting_3"]
[true]
[true]
[3, 1]
[3, 1]
["gf_submitting_3"]
["gf_submitting_3"]
[true]
[true]
[3, 1]
[3, 1]